R Bellazzi

Affiliations

Laboratory for Biomedical Informatics "Mario Stefanelli", University of Pavia, Italy.

Publications (89)

Integrating machine learning techniques and physiology based heart rate features for antepartum fetal monitoring.

Computer methods and programs in biomedicine

Avec: Maria G Signorini , Nicolò Pini , Alberto Malovini , Riccardo Bellazzi , Giovanni Magenes

Patient-Generated Health Data Integration and Advanced Analytics for Diabetes Management: The AID-GM Platform.

Sensors (Basel, Switzerland)

Avec: Elisa Salvi , Pietro Bosoni , Valentina Tibollo , Lisanne Kruijver , Valeria Calcaterra , Lucia Sacchi , Riccardo Bellazzi , Cristiana Larizza

Autologous micrograft accelerates endogenous wound healing response through ERK-induced cell migration.

Cell death and differentiation

Avec: Martina Balli , Francesca Vitali , Adrian Janiszewski , Ellen Caluwé , Alvaro Cortés-Calabuig , Sebastien Carpentier , Robin Duelen , Flavio Ronzoni , Lukas Marcelis , Francesca Maria Bosisio , Riccardo Bellazzi , Aernout Luttun , Maria G Cusella De Angelis , Gabriele Ceccarelli , Frederic Lluis , Maurilio Sampaolesi

CBS-miRSeq: A comprehensive tool for accurate and extensive analyses of microRNA-sequencing data.

Computers in biology and medicine

Avec: Rupesh K Kesharwani , Mattia Chiesa , Riccardo Bellazzi , Gualtiero I Colombo

Cytoplasmic movements of the early human embryo: imaging and artificial intelligence to predict blastocyst development.

Reproductive biomedicine online

Avec: Giovanni Coticchio , Giulia Fiorentino , Giovanna Nicora , Raffaella Sciajno , Federica Cavalera , Riccardo Bellazzi , Silvia Garagna , Andrea Borini , Maurizio Zuccotti

Diabetes Technology Meeting 2021.

Journal of diabetes science and technology

Avec: Nicole Y Xu , Kevin T Nguyen , Ashley Y DuBord , John Pickup , Jennifer L Sherr , Hazhir Teymourian , Eda Cengiz , Barry H Ginsberg , Claudio Cobelli , David Ahn , Riccardo Bellazzi , B Wayne Bequette , Laura Gandrud Pickett , Linda Parks , Elias K Spanakis , Umesh Masharani , Halis K Akturk , John S Melish , Sarah Kim , Gu Eon Kang , David C Klonoff

A Process Mining Pipeline to Characterize COVID-19 Patients' Trajectories and Identify Relevant Temporal Phenotypes From EHR Data.

Frontiers in public health

Avec: Arianna Dagliati , Roberto Gatta , Alberto Malovini , Valentina Tibollo , Lucia Sacchi , Fidelia Cascini , Luca Chiovato , Riccardo Bellazzi

Correlation between PD-L1 Expression of Non-Small Cell Lung Cancer and Data from IVIM-DWI Acquired during Magnetic Resonance of the Thorax: Preliminary Results.

Cancers

Avec: Chandra Bortolotto , Giulia Maria Stella , Gaia Messana , Antonio Lo Tito , Chiara Podrecca , Giovanna Nicora , Riccardo Bellazzi , Alessia Gerbasi , Francesco Agustoni , Robert Grimm , Domenico Zacà , Andrea Riccardo Filippi , Olivia Maria Bottinelli , Lorenzo Preda

Predicting emerging SARS-CoV-2 variants of concern through a One Class dynamic anomaly detection algorithm.

BMJ health & care informatics

Avec: Giovanna Nicora , Marco Salemi , Simone Marini , Riccardo Bellazzi

MALDI mass spectrometry imaging shows a gradual change in the proteome landscape during mouse ovarian folliculogenesis.

Molecular human reproduction

Avec: Giulia Fiorentino , Andrew Smith , Giovanna Nicora , Riccardo Bellazzi , Fulvio Magni , Silvia Garagna , Maurizio Zuccotti

Characterization of long COVID temporal sub-phenotypes by distributed representation learning from electronic health record data: a cohort study.

EClinicalMedicine

Avec: Arianna Dagliati , Zachary H Strasser , Zahra Shakeri Hossein Abad , Jeffrey G Klann , Kavishwar B Wagholikar , Rebecca Mesa , Shyam Visweswaran , Michele Morris , Yuan Luo , Darren W Henderson , Malarkodi Jebathilagam Samayamuthu , Bryce W Q Tan , Guillame Verdy , Gilbert S Omenn , Zongqi Xia , Riccardo Bellazzi , Auteur inconnu , Shawn N Murphy , John H Holmes , Hossein Estiri , Auteur inconnu

Forecasting dominance of SARS-CoV-2 lineages by anomaly detection using deep AutoEncoders.

bioRxiv : the preprint server for biology

Avec: Simone Rancati , Giovanna Nicora , Mattia Prosperi , Riccardo Bellazzi , Simone Marini , Marco Salemi

Continuous Markov Models for Analyzing the Effect of Environmental Personal Exposure on Multiple Sclerosis Progression.

Studies in health technology and informatics

Avec: Mahin Vazifehdan , Pietro Bosoni , Eleonora Tavazzi , Riccardo Bellazzi , Roberto Bergamaschi , Arianna Dagliati

Vitamin B12 Status in Hospitalised Cancer Patients: Prevalence and Clinical Implications of Depletion and Hypervitaminosis.

Clinical nutrition ESPEN

Avec: Federico Sottotetti , Alberto Malovini , Stefano Maccarone , Giulia Riva , Valentina Tibollo , Raffaella Palumbo , Barbara Tagliaferri , Riccardo Bellazzi , Hellas Cena , Antonio Di Sabatino , Laura Deborah Locati , Marco Vincenzo Lenti

Forecasting dominance of SARS-CoV-2 lineages by anomaly detection using deep AutoEncoders.

Briefings in bioinformatics

Avec: Simone Rancati , Giovanna Nicora , Mattia Prosperi , Riccardo Bellazzi , Marco Salemi , Simone Marini

A Reliable Machine Learning Approach applied to Single-Cell Classification in Acute Myeloid Leukemia.

AMIA ... Annual Symposium proceedings. AMIA Symposium

Avec: Giovanna Nicora , Riccardo Bellazzi

Validation of an internationally derived patient severity phenotype to support COVID-19 analytics from electronic health record data.

Journal of the American Medical Informatics Association : JAMIA

Avec: Jeffrey G Klann , Hossein Estiri , Griffin M Weber , Bertrand Moal , Paul Avillach , Chuan Hong , Amelia L M Tan , Brett K Beaulieu-Jones , Victor Castro , Thomas Maulhardt , Alon Geva , Alberto Malovini , Andrew M South , Shyam Visweswaran , Michele Morris , Malarkodi J Samayamuthu , Gilbert S Omenn , Kee Yuan Ngiam , Kenneth D Mandl , Martin Boeker , Karen L Olson , Danielle L Mowery , Robert W Follett , David A Hanauer , Riccardo Bellazzi , Jason H Moore , Ne-Hooi Will Loh , Douglas S Bell , Kavishwar B Wagholikar , Luca Chiovato , Valentina Tibollo , Siegbert Rieg , Anthony L L J Li , Vianney Jouhet , Emily Schriver , Zongqi Xia , Meghan Hutch , Yuan Luo , Isaac S Kohane , Auteur inconnu , Gabriel A Brat , Shawn N Murphy

Exploring the inter-subject variability in the relationship between glucose monitoring metrics and glycated hemoglobin for pediatric patients with type 1 diabetes.

Journal of pediatric endocrinology & metabolism : JPEM

Avec: Pietro Bosoni , Valeria Calcaterra , Valentina Tibollo , Alberto Malovini , Gianvincenzo Zuccotti , Chiara Mameli , Lucia Sacchi , Riccardo Bellazzi , Cristiana Larizza

The DNA-helicase HELLS drives ALK

Cell death & disease

Avec: Annalisa Tameni , Elisabetta Sauta , Valentina Mularoni , Federica Torricelli , Gloria Manzotti , Giorgio Inghirami , Riccardo Bellazzi , Valentina Fragliasso , Alessia Ciarrocchi

Taste receptors, innate immunity and longevity: the case of TAS2R16 gene.

Immunity & ageing : I & A

Avec: Alberto Malovini , Giulia Accardi , Anna Aiello , Riccardo Bellazzi , Giuseppina Candore , Calogero Caruso , Mattia Emanuela Ligotti , Anna Maciag , Francesco Villa , Annibale A Puca

Spatial Enablement to Support Environmental, Demographic, Socioeconomics, and Health Data Integration and Analysis for Big Cities: A Case Study With Asthma Hospitalizations in New York City.

Frontiers in medicine

Avec: Daniele Pala , José Pagán , Enea Parimbelli , Marica Teresa Rocca , Riccardo Bellazzi , Vittorio Casella

Comparative Study of Salivary, Duodenal, and Fecal Microbiota Composition Across Adult Celiac Disease.

Journal of clinical medicine

Avec: Simona Panelli , Enrica Capelli , Giuseppe Francesco Damiano Lupo , Annalisa Schiepatti , Elena Betti , Elisabetta Sauta , Simone Marini , Riccardo Bellazzi , Alessandro Vanoli , Annamaria Pasi , Rosalia Cacciatore , Sara Bacchi , Barbara Balestra , Ornella Pastoris , Luca Frulloni , Gino Roberto Corazza , Federico Biagi , Rachele Ciccocioppo

The Search for Molecular Markers in a Gene-Orphan Case Study of a Pediatric Spinal Cord Pilocytic Astrocytoma.

Cancer genomics & proteomics

Avec: Carolina Martinelli , Fabio Gabriele , Federico Manai , Roberto Ciccone , Francesca Novara , Elisabetta Sauta , Riccardo Bellazzi , Monica Patane , Isabella Moroni , Rosina Paterra , Sergio Comincini

International Changes in COVID-19 Clinical Trajectories Across 315 Hospitals and 6 Countries: Retrospective Cohort Study.

Journal of medical Internet research

Avec: Griffin M Weber , Harrison G Zhang , Sehi L'Yi , Clara-Lea Bonzel , Chuan Hong , Paul Avillach , Alba Gutiérrez-Sacristán , Nathan P Palmer , Amelia Li Min Tan , Xuan Wang , William Yuan , Nils Gehlenborg , Anna Alloni , Danilo F Amendola , Antonio Bellasi , Riccardo Bellazzi , Michele Beraghi , Mauro Bucalo , Luca Chiovato , Kelly Cho , Arianna Dagliati , Hossein Estiri , Robert W Follett , Noelia García Barrio , David A Hanauer , Darren W Henderson , Yuk-Lam Ho , John H Holmes , Meghan R Hutch , Ramakanth Kavuluru , Katie Kirchoff , Jeffrey G Klann , Ashok K Krishnamurthy , Trang T Le , Molei Liu , Ne Hooi Will Loh , Sara Lozano-Zahonero , Yuan Luo , Sarah Maidlow , Adeline Makoudjou , Alberto Malovini , Marcelo Roberto Martins , Bertrand Moal , Michele Morris , Danielle L Mowery , Shawn N Murphy , Antoine Neuraz , Kee Yuan Ngiam , Marina P Okoshi , Gilbert S Omenn , Lav P Patel , Miguel Pedrera Jiménez , Robson A Prudente , Malarkodi Jebathilagam Samayamuthu , Fernando J Sanz Vidorreta , Emily R Schriver , Petra Schubert , Pablo Serrano Balazote , Byorn Wl Tan , Suzana E Tanni , Valentina Tibollo , Shyam Visweswaran , Kavishwar B Wagholikar , Zongqi Xia , Daniela Zöller , Auteur inconnu , Isaac S Kohane , Tianxi Cai , Andrew M South , Gabriel A Brat

Evaluating pointwise reliability of machine learning prediction.

Journal of biomedical informatics

Avec: Giovanna Nicora , Miguel Rios , Ameen Abu-Hanna , Riccardo Bellazzi

Dynamic Prediction of Non-Neutral SARS-Cov-2 Variants Using Incremental Machine Learning.

Studies in health technology and informatics

Avec: Giovanna Nicora , Simone Marini , Marco Salemi , Riccardo Bellazzi

International comparisons of laboratory values from the 4CE collaborative to predict COVID-19 mortality.

NPJ digital medicine

Avec: Griffin M Weber , Chuan Hong , Zongqi Xia , Nathan P Palmer , Paul Avillach , Sehi L'Yi , Mark S Keller , Shawn N Murphy , Alba Gutiérrez-Sacristán , Clara-Lea Bonzel , Arnaud Serret-Larmande , Antoine Neuraz , Gilbert S Omenn , Shyam Visweswaran , Jeffrey G Klann , Andrew M South , Ne Hooi Will Loh , Mario Cannataro , Brett K Beaulieu-Jones , Riccardo Bellazzi , Giuseppe Agapito , Mario Alessiani , Bruce J Aronow , Douglas S Bell , Vincent Benoit , Florence T Bourgeois , Luca Chiovato , Kelly Cho , Arianna Dagliati , Scott L DuVall , Noelia García Barrio , David A Hanauer , Yuk-Lam Ho , John H Holmes , Richard W Issitt , Molei Liu , Yuan Luo , Kristine E Lynch , Sarah E Maidlow , Alberto Malovini , Kenneth D Mandl , Chengsheng Mao , Michael E Matheny , Jason H Moore , Jeffrey S Morris , Michele Morris , Danielle L Mowery , Kee Yuan Ngiam , Lav P Patel , Miguel Pedrera-Jimenez , Rachel B Ramoni , Emily R Schriver , Petra Schubert , Pablo Serrano Balazote , Anastasia Spiridou , Amelia L M Tan , Byorn W L Tan , Valentina Tibollo , Carlo Torti , Enrico M Trecarichi , Xuan Wang , Auteur inconnu , Isaac S Kohane , Tianxi Cai , Gabriel A Brat

SurvMaximin: Robust federated approach to transporting survival risk prediction models.

Journal of biomedical informatics

Avec: Xuan Wang , Harrison G Zhang , Xin Xiong , Chuan Hong , Griffin M Weber , Gabriel A Brat , Clara-Lea Bonzel , Yuan Luo , Rui Duan , Nathan P Palmer , Meghan R Hutch , Alba Gutiérrez-Sacristán , Riccardo Bellazzi , Luca Chiovato , Kelly Cho , Arianna Dagliati , Hossein Estiri , Noelia García-Barrio , Romain Griffier , David A Hanauer , Yuk-Lam Ho , John H Holmes , Mark S Keller , Jeffrey G Klann MEng , Sehi L'Yi , Sara Lozano-Zahonero , Sarah E Maidlow , Adeline Makoudjou , Alberto Malovini , Bertrand Moal , Jason H Moore , Michele Morris , Danielle L Mowery , Shawn N Murphy , Antoine Neuraz , Kee Yuan Ngiam , Gilbert S Omenn , Lav P Patel , Miguel Pedrera-Jiménez , Andrea Prunotto , Malarkodi Jebathilagam Samayamuthu , Fernando J Sanz Vidorreta , Emily R Schriver , Petra Schubert , Pablo Serrano-Balazote , Andrew M South , Amelia L M Tan , Byorn W L Tan , Valentina Tibollo , Patric Tippmann , Shyam Visweswaran , Zongqi Xia , William Yuan , Daniela Zöller , Isaac S Kohane , Paul Avillach , Zijian Guo , Tianxi Cai , Auteur inconnu

Prognostic Value of Combined Radiomic Features from Follow-Up DWI and T2-FLAIR in Acute Ischemic Stroke.

Journal of cardiovascular development and disease

Avec: Alessia Gerbasi , Praneeta Konduri , Manon Tolhuisen , Fabiano Cavalcante , Leon Rinkel , Manon Kappelhof , Lennard Wolff , Jonathan M Coutinho , Bart J Emmer , Vincent Costalat , Caroline Arquizan , Jeannette Hofmeijer , Maarten Uyttenboogaart , Wim van Zwam , Yvo Roos , Silvana Quaglini , Riccardo Bellazzi , Charles Majoie , Henk Marquering , Auteur inconnu

Evidence of Carotid Atherosclerosis Vulnerability Regression in Real Life From Magnetic Resonance Imaging: Results of the MAGNETIC Prospective Study.

Journal of the American Heart Association

Avec: Oronzo Catalano , Giulia Bendotti , Teresa L Aloi , Alberto Ferrari Bardile , Mirella Memmi , Patrick Gambelli , Daniela Zanaboni , Alessandra Gualco , Emanuela Cattaneo , Antonio Mazza , Mauro Frascaroli , Esmeralda Eshja , Riccardo Bellazzi , Paolo Poggi , Giovanni Forni , Maria Teresa La Rovere

CAD-RADS scoring of coronary CT angiography with Multi-Axis Vision Transformer: A clinically-inspired deep learning pipeline.

Computer methods and programs in biomedicine

Avec: Alessia Gerbasi , Arianna Dagliati , Giuseppe Albi , Mattia Chiesa , Daniele Andreini , Andrea Baggiano , Saima Mushtaq , Gianluca Pontone , Riccardo Bellazzi , Gualtiero Colombo

Mining post-surgical care processes in breast cancer patients.

Artificial intelligence in medicine

Avec: Lorenzo Chiudinelli , Arianna Dagliati , Valentina Tibollo , Sara Albasini , Nophar Geifman , Niels Peek , John H Holmes , Fabio Corsi , Riccardo Bellazzi , Lucia Sacchi

Integrated Multi-Omics Analyses in Oncology: A Review of Machine Learning Methods and Tools.

Frontiers in oncology

Avec: Giovanna Nicora , Francesca Vitali , Arianna Dagliati , Nophar Geifman , Riccardo Bellazzi

Supervised methods to extract clinical events from cardiology reports in Italian.

Journal of biomedical informatics

Avec: Natalia Viani , Timothy A Miller , Carlo Napolitano , Silvia G Priori , Guergana K Savova , Riccardo Bellazzi , Lucia Sacchi

What do healthcare professionals need to turn risk models for type 2 diabetes into usable computerized clinical decision support systems? Lessons learned from the MOSAIC project.

BMC medical informatics and decision making

Avec: Giuseppe Fico , Liss Hernanzez , Jorge Cancela , Arianna Dagliati , Lucia Sacchi , Antonio Martinez-Millana , Jorge Posada , Lidia Manero , Jose Verdú , Andrea Facchinetti , Manuel Ottaviano , Konstantia Zarkogianni , Konstantina Nikita , Leif Groop , Rafael Gabriel-Sanchez , Luca Chiovato , Vicente Traver , Juan Francisco Merino-Torres , Claudio Cobelli , Riccardo Bellazzi , Maria Teresa Arredondo

Ontology-Driven Real World Evidence Extraction from Clinical Narratives.

Studies in health technology and informatics

Avec: L Chiudinelli , M Gabetta , G Centorrino , N Viani , C Tasca , A Zambelli , M Bucalo , A Ghirardi , N Barbarini , E Sfreddo , C Tondini , R Bellazzi , L Sacchi

Continuous Glucose and Heart Rate Monitoring in Young People with Type 1 Diabetes: An Exploratory Study about Perspectives in Nocturnal Hypoglycemia Detection.

Metabolites

Avec: Valeria Calcaterra , Pietro Bosoni , Lucia Sacchi , Gian Vincenzo Zuccotti , Savina Mannarino , Riccardo Bellazzi , Cristiana Larizza

Digital Health during COVID-19: Informatics Dialogue with the World Health Organization.

Yearbook of medical informatics

Avec: Sabine Koch , William R Hersh , Riccardo Bellazzi , Tze Yun Leong , Moctar Yedaly , Najeeb Al-Shorbaji

What Every Reader Should Know About Studies Using Electronic Health Record Data but May Be Afraid to Ask.

Journal of medical Internet research

Avec: Isaac S Kohane , Bruce J Aronow , Paul Avillach , Brett K Beaulieu-Jones , Riccardo Bellazzi , Robert L Bradford , Gabriel A Brat , Mario Cannataro , James J Cimino , Noelia García-Barrio , Nils Gehlenborg , Marzyeh Ghassemi , Alba Gutiérrez-Sacristán , David A Hanauer , John H Holmes , Chuan Hong , Jeffrey G Klann , Ne Hooi Will Loh , Yuan Luo , Kenneth D Mandl , Mohamad Daniar , Jason H Moore , Shawn N Murphy , Antoine Neuraz , Kee Yuan Ngiam , Gilbert S Omenn , Nathan Palmer , Lav P Patel , Miguel Pedrera-Jiménez , Piotr Sliz , Andrew M South , Amelia Li Min Tan , Deanne M Taylor , Bradley W Taylor , Carlo Torti , Andrew K Vallejos , Kavishwar B Wagholikar , Auteur inconnu , Griffin M Weber , Tianxi Cai

SCOR: A secure international informatics infrastructure to investigate COVID-19.

Journal of the American Medical Informatics Association : JAMIA

Avec: J L Raisaro , Francesco Marino , Juan Troncoso-Pastoriza , Raphaelle Beau-Lejdstrom , Riccardo Bellazzi , Robert Murphy , Elmer V Bernstam , Henry Wang , Mauro Bucalo , Yong Chen , Assaf Gottlieb , Arif Harmanci , Miran Kim , Yejin Kim , Jeffrey Klann , Catherine Klersy , Bradley A Malin , Marie Méan , Fabian Prasser , Luigia Scudeller , Ali Torkamani , Julien Vaucher , Mamta Puppala , Stephen T C Wong , Milana Frenkel-Morgenstern , Hua Xu , Baba Maiyaki Musa , Abdulrazaq G Habib , Trevor Cohen , Adam Wilcox , Hamisu M Salihu , Heidi Sofia , Xiaoqian Jiang , J P Hubaux

Impact of COVID-19 lockdown on PM concentrations in an Italian Northern City: A year-by-year assessment.

PloS one

Avec: Daniele Pala , Vittorio Casella , Cristiana Larizza , Alberto Malovini , Riccardo Bellazzi

Improving Keyword-Based Topic Classification in Cancer Patient Forums with Multilingual Transformers.

Studies in health technology and informatics

Avec: T M Buonocore , E Parimbelli , L Sacchi , R Bellazzi , L Del Campo , S Quaglini

Identification of a SCN5A founder mutation causing sudden death, Brugada syndrome, and conduction blocks in Southern Italy.

Heart rhythm

Avec: Antonio Curcio , Alberto Malovini , Andrea Mazzanti , Mirella Memmi , Patrick Gambelli , Francesca La Rosa , Raffaella Bloise , Ciro Indolfi , Riccardo Bellazzi , Carlo Napolitano

CSNK1A1, KDM2A, and LTB4R2 Are New Druggable Vulnerabilities in Lung Cancer.

Cancers

Avec: Elisabetta Sauta , Francesca Reggiani , Federica Torricelli , Eleonora Zanetti , Elena Tagliavini , Giacomo Santandrea , Giulia Gobbi , Silvia Strocchi , Massimiliano Paci , Giovanna Damia , Riccardo Bellazzi , Davide Ambrosetti , Alessia Ciarrocchi , Valentina Sancisi

A machine learning approach based on ACMG/AMP guidelines for genomic variant classification and prioritization.

Scientific reports

Avec: Giovanna Nicora , Susanna Zucca , Ivan Limongelli , Riccardo Bellazzi , Paolo Magni

Long-term kidney function recovery and mortality after COVID-19-associated acute kidney injury: An international multi-centre observational cohort study.

EClinicalMedicine

Avec: Byorn W L Tan , Bryce W Q Tan , Amelia L M Tan , Emily R Schriver , Alba Gutiérrez-Sacristán , Priyam Das , William Yuan , Meghan R Hutch , Noelia García Barrio , Miguel Pedrera Jimenez , Noor Abu-El-Rub , Michele Morris , Bertrand Moal , Guillaume Verdy , Kelly Cho , Yuk-Lam Ho , Lav P Patel , Arianna Dagliati , Antoine Neuraz , Jeffrey G Klann , Andrew M South , Shyam Visweswaran , David A Hanauer , Sarah E Maidlow , Mei Liu , Danielle L Mowery , Ashley Batugo , Adeline Makoudjou , Patric Tippmann , Daniela Zöller , Gabriel A Brat , Yuan Luo , Paul Avillach , Riccardo Bellazzi , Luca Chiovato , Alberto Malovini , Valentina Tibollo , Malarkodi Jebathilagam Samayamuthu , Pablo Serrano Balazote , Zongqi Xia , Ne Hooi Will Loh , Lorenzo Chiudinelli , Clara-Lea Bonzel , Chuan Hong , Harrison G Zhang , Griffin M Weber , Isaac S Kohane , Tianxi Cai , Gilbert S Omenn , John H Holmes , Kee Yuan Ngiam , Auteur inconnu

Artificial intelligence and statistical methods for stratification and prediction of progression in amyotrophic lateral sclerosis: A systematic review.

Artificial intelligence in medicine

Avec: Erica Tavazzi , Enrico Longato , Martina Vettoretti , Helena Aidos , Isotta Trescato , Chiara Roversi , Andreia S Martins , Eduardo N Castanho , Ruben Branco , Diogo F Soares , Alessandro Guazzo , Giovanni Birolo , Daniele Pala , Pietro Bosoni , Adriano Chiò , Umberto Manera , Mamede de Carvalho , Bruno Miranda , Marta Gromicho , Inês Alves , Riccardo Bellazzi , Arianna Dagliati , Piero Fariselli , Sara C Madeira , Barbara Di Camillo

Forecasting glucose values for patients with type 1 diabetes using heart rate data.

Computer methods and programs in biomedicine

Avec: Raffaele Giancotti , Pietro Bosoni , Patrizia Vizza , Giuseppe Tradigo , Agostino Gnasso , Pietro Hiram Guzzi , Riccardo Bellazzi , Concetta Irace , Pierangelo Veltri

International electronic health record-derived COVID-19 clinical course profiles: the 4CE consortium.

NPJ digital medicine

Avec: Gabriel A Brat , Griffin M Weber , Nils Gehlenborg , Paul Avillach , Nathan P Palmer , Luca Chiovato , James Cimino , Lemuel R Waitman , Gilbert S Omenn , Alberto Malovini , Jason H Moore , Brett K Beaulieu-Jones , Valentina Tibollo , Shawn N Murphy , Sehi L' Yi , Mark S Keller , Riccardo Bellazzi , David A Hanauer , Arnaud Serret-Larmande , Alba Gutierrez-Sacristan , John J Holmes , Douglas S Bell , Kenneth D Mandl , Robert W Follett , Jeffrey G Klann , Douglas A Murad , Luigia Scudeller , Mauro Bucalo , Katie Kirchoff , Jean Craig , Jihad Obeid , Vianney Jouhet , Romain Griffier , Sebastien Cossin , Bertrand Moal , Lav P Patel , Antonio Bellasi , Hans U Prokosch , Detlef Kraska , Piotr Sliz , Amelia L M Tan , Kee Yuan Ngiam , Alberto Zambelli , Danielle L Mowery , Emily Schiver , Batsal Devkota , Robert L Bradford , Mohamad Daniar , Christel Daniel , Vincent Benoit , Romain Bey , Nicolas Paris , Patricia Serre , Nina Orlova , Julien Dubiel , Martin Hilka , Anne Sophie Jannot , Stephane Breant , Judith Leblanc , Nicolas Griffon , Anita Burgun , Melodie Bernaux , Arnaud Sandrin , Elisa Salamanca , Sylvie Cormont , Thomas Ganslandt , Tobias Gradinger , Julien Champ , Martin Boeker , Patricia Martel , Loic Esteve , Alexandre Gramfort , Olivier Grisel , Damien Leprovost , Thomas Moreau , Gael Varoquaux , Jill-Jênn Vie , Demian Wassermann , Arthur Mensch , Charlotte Caucheteux , Christian Haverkamp , Guillaume Lemaitre , Silvano Bosari , Ian D Krantz , Andrew South , Tianxi Cai , Isaac S Kohane

A Bayesian data fusion based approach for learning genome-wide transcriptional regulatory networks.

BMC bioinformatics

Avec: Elisabetta Sauta , Andrea Demartini , Francesca Vitali , Alberto Riva , Riccardo Bellazzi

Progress in Characterizing the Human Exposome: a Key Step for Precision Medicine.

Yearbook of medical informatics

Avec: Fernando Martin-Sanchez , Riccardo Bellazzi , Vittorio Casella , William Dixon , Guillermo Lopez-Campos , Niels Peek

Dataset on linear and non-linear indices for discriminating healthy and IUGR fetuses.

Data in brief

Avec: Maria G Signorini , Nicolò Pini , Alberto Malovini , Riccardo Bellazzi , Giovanni Magenes

A continuous-time Markov model approach for modeling myelodysplastic syndromes progression from cross-sectional data.

Journal of biomedical informatics

Avec: G Nicora , F Moretti , E Sauta , M Della Porta , L Malcovati , M Cazzola , S Quaglini , R Bellazzi

Democratized image analytics by visual programming through integration of deep models and small-scale machine learning.

Nature communications

Avec: Primož Godec , Matjaž Pančur , Nejc Ilenič , Andrej Čopar , Martin Stražar , Aleš Erjavec , Ajda Pretnar , Janez Demšar , Anže Starič , Marko Toplak , Lan Žagar , Jan Hartman , Hamilton Wang , Riccardo Bellazzi , Uroš Petrovič , Silvia Garagna , Maurizio Zuccotti , Dongsu Park , Gad Shaulsky , Blaž Zupan

Chromatin organization and timing of polar body I extrusion identify developmentally competent mouse oocytes.

The International journal of developmental biology

Avec: Federica Cavalera , Mario Zanoni , Valeria Merico , Lucia Sacchi , Riccardo Bellazzi , Silvia Garagna , Maurizio Zuccotti

International Comparisons of Harmonized Laboratory Value Trajectories to Predict Severe COVID-19: Leveraging the 4CE Collaborative Across 342 Hospitals and 6 Countries: A Retrospective Cohort Study.

medRxiv : the preprint server for health sciences

Avec: Griffin M Weber , Chuan Hong , Nathan P Palmer , Paul Avillach , Shawn N Murphy , Alba Gutiérrez-Sacristán , Zongqi Xia , Arnaud Serret-Larmande , Antoine Neuraz , Gilbert S Omenn , Shyam Visweswaran , Jeffrey G Klann , Andrew M South , Ne Hooi Will Loh , Mario Cannataro , Brett K Beaulieu-Jones , Riccardo Bellazzi , Giuseppe Agapito , Mario Alessiani , Bruce J Aronow , Douglas S Bell , Antonio Bellasi , Vincent Benoit , Michele Beraghi , Martin Boeker , John Booth , Silvano Bosari , Florence T Bourgeois , Nicholas W Brown , Mauro Bucalo , Luca Chiovato , Lorenzo Chiudinelli , Arianna Dagliati , Batsal Devkota , Scott L DuVall , Robert W Follett , Thomas Ganslandt , Noelia García Barrio , Tobias Gradinger , Romain Griffier , David A Hanauer , John H Holmes , Petar Horki , Kenneth M Huling , Richard W Issitt , Vianney Jouhet , Mark S Keller , Detlef Kraska , Molei Liu , Yuan Luo , Kristine E Lynch , Alberto Malovini , Kenneth D Mandl , Chengsheng Mao , Anupama Maram , Michael E Matheny , Thomas Maulhardt , Maria Mazzitelli , Marianna Milano , Jason H Moore , Jeffrey S Morris , Michele Morris , Danielle L Mowery , Thomas P Naughton , Kee Yuan Ngiam , James B Norman , Lav P Patel , Miguel Pedrera Jimenez , Rachel B Ramoni , Emily R Schriver , Luigia Scudeller , Neil J Sebire , Pablo Serrano Balazote , Anastasia Spiridou , Amelia Lm Tan , Byorn Wl Tan , Valentina Tibollo , Carlo Torti , Enrico M Trecarichi , Michele Vitacca , Alberto Zambelli , Chiara Zucco , Auteur inconnu , Isaac S Kohane , Tianxi Cai , Gabriel A Brat

Deep Learning to Unveil Correlations between Urban Landscape and Population Health.

Sensors (Basel, Switzerland)

Avec: Daniele Pala , Alessandro Aldo Caldarone , Marica Franzini , Alberto Malovini , Cristiana Larizza , Vittorio Casella , Riccardo Bellazzi

Health informatics and EHR to support clinical research in the COVID-19 pandemic: an overview.

Briefings in bioinformatics

Avec: Arianna Dagliati , Alberto Malovini , Valentina Tibollo , Riccardo Bellazzi

Pulmonary rehabilitation in patients with interstitial lung diseases: Correlates of success.

Respiratory medicine

Avec: Giuseppe Brunetti , Alberto Malovini , Mauro Maniscalco , Antonella Balestrino , Mauro Carone , Dina Visca , Armando Capelli , Michele Vitacca , Riccardo Bellazzi , Giancarlo Piaggi , Salvatore Fuschillo , Maria Aliani , Antonio Spanevello , Ilaria Prince , Mara Paneroni , Nicolino Ambrosino

Authorship Correction: International Changes in COVID-19 Clinical Trajectories Across 315 Hospitals and 6 Countries: Retrospective Cohort Study.

Journal of medical Internet research

A New Interactive Tool to Visualize and Analyze COVID-19 Data: The PERISCOPE Atlas.

International journal of environmental research and public health

Avec: Daniele Pala , Enea Parimbelli , Cristiana Larizza , Cindy Cheng , Manuel Ottaviano , Andrea Pogliaghi , Goran Đukić , Aleksandar Jovanović , Ognjen Milićević , Vladimir Urošević , Paola Cerchiello , Paolo Giudici , Riccardo Bellazzi

Bioengineering and medical informatics education in MD programs: perspectives from three Italian experiences.

International journal of medical informatics

Avec: Riccardo Bellazzi , Maurizio Cecconi , Maria Laura Costantino , Pierangelo Veltri

Localizing in-domain adaptation of transformer-based biomedical language models.

Journal of biomedical informatics

Avec: Tommaso Mario Buonocore , Claudio Crema , Alberto Redolfi , Riccardo Bellazzi , Enea Parimbelli

Critical assessment of variant prioritization methods for rare disease diagnosis within the Rare Genomes Project.

medRxiv : the preprint server for health sciences

Avec: Sarah L Stenton , Melanie O'Leary , Gabrielle Lemire , Grace E VanNoy , Stephanie DiTroia , Vijay S Ganesh , Emily Groopman , Emily O'Heir , Brian Mangilog , Ikeoluwa Osei-Owusu , Lynn S Pais , Jillian Serrano , Moriel Singer-Berk , Ben Weisburd , Michael Wilson , Christina Austin-Tse , Marwa Abdelhakim , Azza Althagafi , Giulia Babbi , Riccardo Bellazzi , Samuele Bovo , Maria Giulia Carta , Rita Casadio , Pieter-Jan Coenen , Federica De Paoli , Matteo Floris , Manavalan Gajapathy , Robert Hoehndorf , Julius O B Jacobsen , Thomas Joseph , Akash Kamandula , Panagiotis Katsonis , Cyrielle Kint , Olivier Lichtarge , Ivan Limongelli , Yulan Lu , Paolo Magni , Tarun Karthik Kumar Mamidi , Pier Luigi Martelli , Marta Mulargia , Giovanna Nicora , Keith Nykamp , Vikas Pejaver , Yisu Peng , Thi Hong Cam Pham , Maurizio S Podda , Aditya Rao , Ettore Rizzo , Vangala G Saipradeep , Castrense Savojardo , Peter Schols , Yang Shen , Naveen Sivadasan , Damian Smedley , Dorian Soru , Rajgopal Srinivasan , Yuanfei Sun , Uma Sunderam , Wuwei Tan , Naina Tiwari , Xiao Wang , Yaqiong Wang , Amanda Williams , Elizabeth A Worthey , Rujie Yin , Yuning You , Daniel Zeiberg , Susanna Zucca , Constantina Bakolitsa , Steven E Brenner , Stephanie M Fullerton , Predrag Radivojac , Heidi L Rehm , Anne O'Donnell-Luria

Advancing Italian biomedical information extraction with transformers-based models: Methodological insights and multicenter practical application.

Journal of biomedical informatics

Avec: Claudio Crema , Tommaso Mario Buonocore , Silvia Fostinelli , Enea Parimbelli , Federico Verde , Cira Fundarò , Marina Manera , Matteo Cotta Ramusino , Marco Capelli , Alfredo Costa , Giuliano Binetti , Riccardo Bellazzi , Alberto Redolfi

Neurological diagnoses in hospitalized COVID-19 patients associated with adverse outcomes: A multinational cohort study.

PLOS digital health

Avec: Meghan R Hutch , Jiyeon Son , Trang T Le , Chuan Hong , Xuan Wang , Zahra Shakeri Hossein Abad , Michele Morris , Alba Gutiérrez-Sacristán , Jeffrey G Klann , Anastasia Spiridou , Ashley Batugo , Riccardo Bellazzi , Vincent Benoit , Clara-Lea Bonzel , William A Bryant , Lorenzo Chiudinelli , Kelly Cho , Priyam Das , Tomás González González , David A Hanauer , Darren W Henderson , Yuk-Lam Ho , Ne Hooi Will Loh , Adeline Makoudjou , Simran Makwana , Alberto Malovini , Bertrand Moal , Danielle L Mowery , Antoine Neuraz , Malarkodi Jebathilagam Samayamuthu , Fernando J Sanz Vidorreta , Emily R Schriver , Petra Schubert , Jeffery Talbert , Amelia L M Tan , Byorn W L Tan , Bryce W Q Tan , Valentina Tibollo , Patric Tippman , Guillaume Verdy , William Yuan , Paul Avillach , Nils Gehlenborg , Gilbert S Omenn , Auteur inconnu , Shyam Visweswaran , Tianxi Cai , Yuan Luo , Zongqi Xia

Reshaping free-text radiology notes into structured reports with generative question answering transformers.

Artificial intelligence in medicine

Avec: Laura Bergomi , Tommaso M Buonocore , Paolo Antonazzo , Lorenzo Alberghi , Riccardo Bellazzi , Lorenzo Preda , Chandra Bortolotto , Enea Parimbelli

Bayesian Networks in the Management of Hospital Admissions: A Comparison between Explainable AI and Black Box AI during the Pandemic.

Journal of imaging

Avec: Giovanna Nicora , Michele Catalano , Chandra Bortolotto , Marina Francesca Achilli , Gaia Messana , Antonio Lo Tito , Alessio Consonni , Sara Cutti , Federico Comotto , Giulia Maria Stella , Angelo Corsico , Stefano Perlini , Riccardo Bellazzi , Raffaele Bruno , Lorenzo Preda

Clustering Cardiovascular Risk Trajectories of Patients with Type 2 Diabetes Using Process Mining.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Avec: Joyce Pebesma , Antonio Martinez-Millana , Lucia Sacchi , Carlos Fernandez-Llatas , Pasquale De Cata , Luca Chiovato , Riccardo Bellazzi , Vicente Traver

A survey on single and multi omics data mining methods in cancer data classification.

Journal of biomedical informatics

Avec: Zahra Momeni , Esmail Hassanzadeh , Mohammad Saniee Abadeh , Riccardo Bellazzi

Author Correction: A rare genetic variant of BPIFB4 predisposes to high blood pressure via impairment of nitric oxide signaling.

Scientific reports

Avec: Carmine Vecchione , Francesco Villa , Albino Carrizzo , Chiara Carmela Spinelli , Antonio Damato , Mariateresa Ambrosio , Anna Ferrario , Michele Madonna , Annachiara Uccellatore , Silvia Lupini , Anna Maciag , Larisa Ryskalin , Luciano Milanesi , Giacomo Frati , Sebastiano Sciarretta , Riccardo Bellazzi , Stefano Genovese , Antonio Ceriello , Alberto Auricchio , Alberto Malovini , Annibale Alessandro Puca

MTGO-SC, A Tool to Explore Gene Modules in Single-Cell RNA Sequencing Data.

Frontiers in genetics

Avec: Nelson Nazzicari , Danila Vella , Claudia Coronnello , Dario Di Silvestre , Riccardo Bellazzi , Simone Marini

An Extension of the i2b2 Data Warehouse to Support REDCap Dynamic Data Pull.

Studies in health technology and informatics

Avec: Matteo Gabetta , Marco Mirabelli , Catherine Klersy , Valeria Musella , Gianpiero Rizzo , Paolo Pedrazzoli , Nicola Barbarini , Riccardo Bellazzi , Cristiana Larizza

Using Case-Based Reasoning in a Learning System: A Prototype of a Pedagogical Nurse Tool for Evidence-Based Diabetic Foot Ulcer Care.

Journal of diabetes science and technology

Avec: Clara Bender , Simon Lebech Cichosz , Alberto Malovini , Riccardo Bellazzi , Louise Pape-Haugaard , Ole Hejlesen

Using topological data analysis and pseudo time series to infer temporal phenotypes from electronic health records.

Artificial intelligence in medicine

Avec: Arianna Dagliati , Nophar Geifman , Niels Peek , John H Holmes , Lucia Sacchi , Riccardo Bellazzi , Seyed Erfan Sajjadi , Allan Tucker

Evolving determinants of carotid atherosclerosis vulnerability in asymptomatic patients from the MAGNETIC observational study.

Scientific reports

Avec: Oronzo Catalano , Giulia Bendotti , Alessia Mori , Maria De Salvo , Marialuisa Falconi , Teresa L Aloi , Valentina Tibollo , Riccardo Bellazzi , Alberto Ferrari Bardile , Stefano Montagna , Clara Pesarin , Paolo Poggi , Roberto F E Pedretti , Silvia G Priori

Tumor-associated macrophages and risk of recurrence in stage III colorectal cancer.

The journal of pathology. Clinical research

Avec: Tommaso Cavalleri , Luana Greco , Federica Rubbino , Tsuyoshi Hamada , Maria Quaranta , Fabio Grizzi , Elisabetta Sauta , Vincenzo Craviotto , Paola Bossi , Stefania Vetrano , Lorenza Rimassa , Valter Torri , Riccardo Bellazzi , Alberto Mantovani , Shuji Ogino , Alberto Malesci , Luigi Laghi

Changes in laboratory value improvement and mortality rates over the course of the pandemic: an international retrospective cohort study of hospitalised patients infected with SARS-CoV-2.

BMJ open

Avec: Chuan Hong , Harrison G Zhang , Sehi L'Yi , Griffin Weber , Paul Avillach , Bryce W Q Tan , Alba Gutiérrez-Sacristán , Clara-Lea Bonzel , Nathan P Palmer , Alberto Malovini , Valentina Tibollo , Yuan Luo , Meghan R Hutch , Molei Liu , Florence Bourgeois , Riccardo Bellazzi , Luca Chiovato , Fernando J Sanz Vidorreta , Trang T Le , Xuan Wang , William Yuan , Antoine Neuraz , Vincent Benoit , Bertrand Moal , Michele Morris , David A Hanauer , Sarah Maidlow , Kavishwar Wagholikar , Shawn Murphy , Hossein Estiri , Adeline Makoudjou , Patric Tippmann , Jeffery Klann , Robert W Follett , Nils Gehlenborg , Gilbert S Omenn , Zongqi Xia , Arianna Dagliati , Shyam Visweswaran , Lav P Patel , Danielle L Mowery , Emily R Schriver , Malarkodi Jebathilagam Samayamuthu , Ramakanth Kavuluru , Sara Lozano-Zahonero , Daniela Zöller , Amelia L M Tan , Byorn W L Tan , Kee Yuan Ngiam , John H Holmes , Petra Schubert , Kelly Cho , Yuk-Lam Ho , Brett K Beaulieu-Jones , Miguel Pedrera-Jiménez , Noelia García-Barrio , Pablo Serrano-Balazote , Isaac Kohane , Auteur inconnu , Andrew South , Gabriel A Brat , T Cai

International electronic health record-derived post-acute sequelae profiles of COVID-19 patients.

NPJ digital medicine

Avec: Harrison G Zhang , Arianna Dagliati , Zahra Shakeri Hossein Abad , Xin Xiong , Clara-Lea Bonzel , Zongqi Xia , Bryce W Q Tan , Paul Avillach , Gabriel A Brat , Chuan Hong , Michele Morris , Shyam Visweswaran , Lav P Patel , Alba Gutiérrez-Sacristán , David A Hanauer , John H Holmes , Malarkodi Jebathilagam Samayamuthu , Florence T Bourgeois , Sehi L'Yi , Sarah E Maidlow , Bertrand Moal , Shawn N Murphy , Zachary H Strasser , Antoine Neuraz , Kee Yuan Ngiam , Ne Hooi Will Loh , Gilbert S Omenn , Andrea Prunotto , Lauren A Dalvin , Jeffrey G Klann , Petra Schubert , Fernando J Sanz Vidorreta , Vincent Benoit , Guillaume Verdy , Ramakanth Kavuluru , Hossein Estiri , Yuan Luo , Alberto Malovini , Valentina Tibollo , Riccardo Bellazzi , Kelly Cho , Yuk-Lam Ho , Amelia L M Tan , Byorn W L Tan , Nils Gehlenborg , Sara Lozano-Zahonero , Vianney Jouhet , Luca Chiovato , Bruce J Aronow , Emma M S Toh , Wei Gen Scott Wong , Sara Pizzimenti , Kavishwar B Wagholikar , Mauro Bucalo , Auteur inconnu , Tianxi Cai , Andrew M South , Isaac S Kohane , Griffin M Weber

A manifesto on explainability for artificial intelligence in medicine.

Artificial intelligence in medicine

Avec: Carlo Combi , Beatrice Amico , Riccardo Bellazzi , Andreas Holzinger , Jason H Moore , Marinka Zitnik , John H Holmes

Why did AI get this one wrong? - Tree-based explanations of machine learning model predictions.

Artificial intelligence in medicine

Avec: Enea Parimbelli , Tommaso Mario Buonocore , Giovanna Nicora , Wojtek Michalowski , Szymon Wilk , Riccardo Bellazzi

DeepMiCa: Automatic segmentation and classification of breast MIcroCAlcifications from mammograms.

Computer methods and programs in biomedicine

Avec: Alessia Gerbasi , Greta Clementi , Fabio Corsi , Sara Albasini , Alberto Malovini , Silvana Quaglini , Riccardo Bellazzi

A comparative study of the definitions of intradialytic hypotension correlated with increased mortality to identify universal predictors.

International journal of medical informatics

Avec: Laurence Saint Q N Ngankem , Cristiana Larizza , Antonino Nocera , Giuseppe Rombolà , Silvana Quaglini , Riccardo Bellazzi , Maria Laura Costantino , Giustina Casagrande

The Role of Native T1 and T2 Mapping Times in Identifying PD-L1 Expression and the Histological Subtype of NSCLCs.

Cancers

Avec: Chandra Bortolotto , Gaia Messana , Antonio Lo Tito , Giulia Maria Stella , Alessandra Pinto , Chiara Podrecca , Riccardo Bellazzi , Alessia Gerbasi , Francesco Agustoni , Fei Han , Marcel Dominik Nickel , Domenico Zacà , Andrea Riccardo Filippi , Olivia Maria Bottinelli , Lorenzo Preda

Performance of an AI algorithm during the different phases of the COVID pandemics: what can we learn from the AI and vice versa.

European journal of radiology open

Avec: Michele Catalano , Chandra Bortolotto , Giovanna Nicora , Marina Francesca Achilli , Alessio Consonni , Lidia Ruongo , Giovanni Callea , Antonio Lo Tito , Carla Biasibetti , Antonella Donatelli , Sara Cutti , Federico Comotto , Giulia Maria Stella , Angelo Corsico , Stefano Perlini , Riccardo Bellazzi , Raffaele Bruno , Andrea Filippi , Lorenzo Preda

A comparative analysis of the effects of containment policies on the epidemiological manifestation of the COVID-19 pandemic across nine European countries.

Scientific reports

Avec: Chiara Podrecca , Enea Parimbelli , Daniele Pala , Cindy Cheng , Luca Messerschmidt , Tim Büthe , Riccardo Bellazzi

An AI-based approach driven by genotypes and phenotypes to uplift the diagnostic yield of genetic diseases.

Human genetics

Avec: S Zucca , G Nicora , F De Paoli , M G Carta , R Bellazzi , P Magni , E Rizzo , I Limongelli

Diabetes Technology Meeting 2023.

Journal of diabetes science and technology

Avec: Tiffany Tian , Rachel E Aaron , Ashley Y DuNova , Johan H Jendle , David Kerr , Eda Cengiz , Andjela Drincic , John C Pickup , Kong Y Chen , Naomi Schwartz , Douglas B Muchmore , Halis K Akturk , Carol J Levy , Signe Schmidt , Riccardo Bellazzi , Alan H B Wu , Elias K Spanakis , Bijan Najafi , James Geoffrey Chase , Jane Jeffrie Seley , David C Klonoff

Critical assessment of variant prioritization methods for rare disease diagnosis within the rare genomes project.

Human genomics

Avec: Sarah L Stenton , Melanie C O'Leary , Gabrielle Lemire , Grace E VanNoy , Stephanie DiTroia , Vijay S Ganesh , Emily Groopman , Emily O'Heir , Brian Mangilog , Ikeoluwa Osei-Owusu , Lynn S Pais , Jillian Serrano , Moriel Singer-Berk , Ben Weisburd , Michael W Wilson , Christina Austin-Tse , Marwa Abdelhakim , Azza Althagafi , Giulia Babbi , Riccardo Bellazzi , Samuele Bovo , Maria Giulia Carta , Rita Casadio , Pieter-Jan Coenen , Federica De Paoli , Matteo Floris , Manavalan Gajapathy , Robert Hoehndorf , Julius O B Jacobsen , Thomas Joseph , Akash Kamandula , Panagiotis Katsonis , Cyrielle Kint , Olivier Lichtarge , Ivan Limongelli , Yulan Lu , Paolo Magni , Tarun Karthik Kumar Mamidi , Pier Luigi Martelli , Marta Mulargia , Giovanna Nicora , Keith Nykamp , Vikas Pejaver , Yisu Peng , Thi Hong Cam Pham , Maurizio S Podda , Aditya Rao , Ettore Rizzo , Vangala G Saipradeep , Castrense Savojardo , Peter Schols , Yang Shen , Naveen Sivadasan , Damian Smedley , Dorian Soru , Rajgopal Srinivasan , Yuanfei Sun , Uma Sunderam , Wuwei Tan , Naina Tiwari , Xiao Wang , Yaqiong Wang , Amanda Williams , Elizabeth A Worthey , Rujie Yin , Yuning You , Daniel Zeiberg , Susanna Zucca , Constantina Bakolitsa , Steven E Brenner , Stephanie M Fullerton , Predrag Radivojac , Heidi L Rehm , Anne O'Donnell-Luria

Réseau de co-auteurs

Riccardo Bellazzi 85 collaborations

Alberto Malovini 25 collaborations

Valentina Tibollo 18 collaborations

Arianna Dagliati 18 collaborations

Giovanna Nicora 16 collaborations

None None 14 collaborations

Luca Chiovato 13 collaborations

Gilbert S Omenn 13 collaborations

John H Holmes 13 collaborations

Yuan Luo 12 collaborations

Paul Avillach 12 collaborations

David A Hanauer 12 collaborations

Jeffrey G Klann 11 collaborations

Shyam Visweswaran 11 collaborations

Michele Morris 11 collaborations

Zongqi Xia 11 collaborations

Chuan Hong 11 collaborations

Kee Yuan Ngiam 11 collaborations

Gabriel A Brat 11 collaborations

Lucia Sacchi 10 collaborations

Shawn N Murphy 10 collaborations

Griffin M Weber 10 collaborations

Danielle L Mowery 10 collaborations

Isaac S Kohane 10 collaborations

Alba Gutiérrez-Sacristán 10 collaborations

Antoine Neuraz 10 collaborations

Lav P Patel 10 collaborations

Tianxi Cai 10 collaborations

Bertrand Moal 9 collaborations

Andrew M South 9 collaborations

Cristiana Larizza 8 collaborations

Malarkodi Jebathilagam Samayamuthu 8 collaborations

Amelia L M Tan 8 collaborations

Clara-Lea Bonzel 8 collaborations

Kelly Cho 8 collaborations

Yuk-Lam Ho 8 collaborations

Ne Hooi Will Loh 8 collaborations

Emily R Schriver 8 collaborations

Hossein Estiri 7 collaborations

Jason H Moore 7 collaborations

Enea Parimbelli 7 collaborations

Nathan P Palmer 7 collaborations

Nils Gehlenborg 7 collaborations

Petra Schubert 7 collaborations

Pietro Bosoni 6 collaborations

Simone Marini 6 collaborations

Kavishwar B Wagholikar 6 collaborations

Brett K Beaulieu-Jones 6 collaborations

Robert W Follett 6 collaborations

Elisabetta Sauta 6 collaborations

Daniele Pala 6 collaborations

Harrison G Zhang 6 collaborations

Sehi L'Yi 6 collaborations

Xuan Wang 6 collaborations

William Yuan 6 collaborations

Mauro Bucalo 6 collaborations

Meghan R Hutch 6 collaborations

Adeline Makoudjou 6 collaborations

Fernando J Sanz Vidorreta 6 collaborations

Vincent Benoit 6 collaborations

Byorn W L Tan 6 collaborations

Chandra Bortolotto 5 collaborations

Alessia Gerbasi 5 collaborations

Lorenzo Preda 5 collaborations

Bryce W Q Tan 5 collaborations

Kenneth D Mandl 5 collaborations

Noelia García Barrio 5 collaborations

Molei Liu 5 collaborations

Sara Lozano-Zahonero 5 collaborations

Pablo Serrano Balazote 5 collaborations

Daniela Zöller 5 collaborations

Silvia Garagna 4 collaborations

Maurizio Zuccotti 4 collaborations

Giulia Maria Stella 4 collaborations

Antonio Lo Tito 4 collaborations

Marco Salemi 4 collaborations

Darren W Henderson 4 collaborations

Douglas S Bell 4 collaborations

Vianney Jouhet 4 collaborations

Vittorio Casella 4 collaborations

Antonio Bellasi 4 collaborations

Ramakanth Kavuluru 4 collaborations

Trang T Le 4 collaborations

Mark S Keller 4 collaborations

Bruce J Aronow 4 collaborations

Sarah E Maidlow 4 collaborations

Lorenzo Chiudinelli 4 collaborations

Valeria Calcaterra 3 collaborations

Francesca Vitali 3 collaborations

Gaia Messana 3 collaborations

Chiara Podrecca 3 collaborations

Zahra Shakeri Hossein Abad 3 collaborations

Martin Boeker 3 collaborations

Amelia Li Min Tan 3 collaborations

Michele Beraghi 3 collaborations

Katie Kirchoff 3 collaborations

Sarah Maidlow 3 collaborations

Byorn Wl Tan 3 collaborations

Arnaud Serret-Larmande 3 collaborations

Mario Cannataro 3 collaborations

Florence T Bourgeois 3 collaborations

Anastasia Spiridou 3 collaborations

Carlo Torti 3 collaborations

Noelia García-Barrio 3 collaborations

Romain Griffier 3 collaborations

Miguel Pedrera-Jiménez 3 collaborations

Patric Tippmann 3 collaborations

Silvana Quaglini 3 collaborations

Nophar Geifman 3 collaborations

Niels Peek 3 collaborations

Luigia Scudeller 3 collaborations

Susanna Zucca 3 collaborations

Ivan Limongelli 3 collaborations

Paolo Magni 3 collaborations

Guillaume Verdy 3 collaborations

Tommaso Mario Buonocore 3 collaborations

Maria G Signorini 2 collaborations

Nicolò Pini 2 collaborations

Giovanni Magenes 2 collaborations

Mattia Chiesa 2 collaborations

Giulia Fiorentino 2 collaborations

Federica Cavalera 2 collaborations

Eda Cengiz 2 collaborations

Claudio Cobelli 2 collaborations

Elias K Spanakis 2 collaborations

Halis K Akturk 2 collaborations

David C Klonoff 2 collaborations

Francesco Agustoni 2 collaborations

Domenico Zacà 2 collaborations

Andrea Riccardo Filippi 2 collaborations

Olivia Maria Bottinelli 2 collaborations

Zachary H Strasser 2 collaborations

Simone Rancati 2 collaborations

Mattia Prosperi 2 collaborations

Thomas Maulhardt 2 collaborations

Federica Torricelli 2 collaborations

Alessia Ciarrocchi 2 collaborations

Anna Maciag 2 collaborations

Francesco Villa 2 collaborations

Anna Alloni 2 collaborations

Danilo F Amendola 2 collaborations

Ashok K Krishnamurthy 2 collaborations

Marcelo Roberto Martins 2 collaborations

Marina P Okoshi 2 collaborations

Miguel Pedrera Jiménez 2 collaborations

Robson A Prudente 2 collaborations

Suzana E Tanni 2 collaborations

Giuseppe Agapito 2 collaborations

Mario Alessiani 2 collaborations

Scott L DuVall 2 collaborations

Richard W Issitt 2 collaborations

Kristine E Lynch 2 collaborations

Chengsheng Mao 2 collaborations

Michael E Matheny 2 collaborations

Jeffrey S Morris 2 collaborations

Rachel B Ramoni 2 collaborations

Enrico M Trecarichi 2 collaborations

Xin Xiong 2 collaborations

Andrea Prunotto 2 collaborations

Pablo Serrano-Balazote 2 collaborations

Oronzo Catalano 2 collaborations

Giulia Bendotti 2 collaborations

Teresa L Aloi 2 collaborations

Alberto Ferrari Bardile 2 collaborations

Mirella Memmi 2 collaborations

Patrick Gambelli 2 collaborations

Paolo Poggi 2 collaborations

Sara Albasini 2 collaborations

Fabio Corsi 2 collaborations

Carlo Napolitano 2 collaborations

Silvia G Priori 2 collaborations

Antonio Martinez-Millana 2 collaborations

Manuel Ottaviano 2 collaborations

Vicente Traver 2 collaborations

L Sacchi 2 collaborations

Robert L Bradford 2 collaborations

Mohamad Daniar 2 collaborations

Piotr Sliz 2 collaborations

Catherine Klersy 2 collaborations

S Quaglini 2 collaborations

Priyam Das 2 collaborations

Miguel Pedrera Jimenez 2 collaborations

Ashley Batugo 2 collaborations

Pierangelo Veltri 2 collaborations

Detlef Kraska 2 collaborations

Alberto Zambelli 2 collaborations

Batsal Devkota 2 collaborations

Thomas Ganslandt 2 collaborations

Tobias Gradinger 2 collaborations

Silvano Bosari 2 collaborations

Andrew South 2 collaborations

G Nicora 2 collaborations

Michele Vitacca 2 collaborations

Cindy Cheng 2 collaborations

Maria Laura Costantino 2 collaborations

Claudio Crema 2 collaborations

Alberto Redolfi 2 collaborations

Sarah L Stenton 2 collaborations

Gabrielle Lemire 2 collaborations

Grace E VanNoy 2 collaborations

Stephanie DiTroia 2 collaborations

Vijay S Ganesh 2 collaborations

Emily Groopman 2 collaborations

Emily O'Heir 2 collaborations

Brian Mangilog 2 collaborations

Ikeoluwa Osei-Owusu 2 collaborations

Lynn S Pais 2 collaborations

Jillian Serrano 2 collaborations

Moriel Singer-Berk 2 collaborations

Ben Weisburd 2 collaborations

Christina Austin-Tse 2 collaborations

Marwa Abdelhakim 2 collaborations

Azza Althagafi 2 collaborations

Giulia Babbi 2 collaborations

Samuele Bovo 2 collaborations

Maria Giulia Carta 2 collaborations

Rita Casadio 2 collaborations

Pieter-Jan Coenen 2 collaborations

Federica De Paoli 2 collaborations

Matteo Floris 2 collaborations

Manavalan Gajapathy 2 collaborations

Robert Hoehndorf 2 collaborations

Julius O B Jacobsen 2 collaborations

Thomas Joseph 2 collaborations

Akash Kamandula 2 collaborations

Panagiotis Katsonis 2 collaborations

Cyrielle Kint 2 collaborations

Olivier Lichtarge 2 collaborations

Yulan Lu 2 collaborations

Tarun Karthik Kumar Mamidi 2 collaborations

Pier Luigi Martelli 2 collaborations

Marta Mulargia 2 collaborations

Keith Nykamp 2 collaborations

Vikas Pejaver 2 collaborations

Yisu Peng 2 collaborations

Thi Hong Cam Pham 2 collaborations

Maurizio S Podda 2 collaborations

Aditya Rao 2 collaborations

Ettore Rizzo 2 collaborations

Vangala G Saipradeep 2 collaborations

Castrense Savojardo 2 collaborations

Peter Schols 2 collaborations

Yang Shen 2 collaborations

Naveen Sivadasan 2 collaborations

Damian Smedley 2 collaborations

Dorian Soru 2 collaborations

Rajgopal Srinivasan 2 collaborations

Yuanfei Sun 2 collaborations

Uma Sunderam 2 collaborations

Wuwei Tan 2 collaborations

Naina Tiwari 2 collaborations

Xiao Wang 2 collaborations

Yaqiong Wang 2 collaborations

Amanda Williams 2 collaborations

Elizabeth A Worthey 2 collaborations

Rujie Yin 2 collaborations

Yuning You 2 collaborations

Daniel Zeiberg 2 collaborations

Constantina Bakolitsa 2 collaborations

Steven E Brenner 2 collaborations

Stephanie M Fullerton 2 collaborations

Predrag Radivojac 2 collaborations

Heidi L Rehm 2 collaborations

Anne O'Donnell-Luria 2 collaborations

Michele Catalano 2 collaborations

Marina Francesca Achilli 2 collaborations

Alessio Consonni 2 collaborations

Sara Cutti 2 collaborations

Federico Comotto 2 collaborations

Angelo Corsico 2 collaborations

Stefano Perlini 2 collaborations

Raffaele Bruno 2 collaborations

Elisa Salvi 1 collaboration

Lisanne Kruijver 1 collaboration

Martina Balli 1 collaboration

Adrian Janiszewski 1 collaboration

Ellen Caluwé 1 collaboration

Alvaro Cortés-Calabuig 1 collaboration

Sebastien Carpentier 1 collaboration

Robin Duelen 1 collaboration

Flavio Ronzoni 1 collaboration

Lukas Marcelis 1 collaboration

Francesca Maria Bosisio 1 collaboration

Aernout Luttun 1 collaboration

Maria G Cusella De Angelis 1 collaboration

Gabriele Ceccarelli 1 collaboration

Frederic Lluis 1 collaboration

Maurilio Sampaolesi 1 collaboration

Rupesh K Kesharwani 1 collaboration

Gualtiero I Colombo 1 collaboration

Giovanni Coticchio 1 collaboration

Raffaella Sciajno 1 collaboration

Andrea Borini 1 collaboration

Nicole Y Xu 1 collaboration

Kevin T Nguyen 1 collaboration

Ashley Y DuBord 1 collaboration

John Pickup 1 collaboration

Jennifer L Sherr 1 collaboration

Hazhir Teymourian 1 collaboration

Barry H Ginsberg 1 collaboration

David Ahn 1 collaboration

B Wayne Bequette 1 collaboration

Laura Gandrud Pickett 1 collaboration

Linda Parks 1 collaboration

Umesh Masharani 1 collaboration

John S Melish 1 collaboration

Sarah Kim 1 collaboration

Gu Eon Kang 1 collaboration

Roberto Gatta 1 collaboration

Fidelia Cascini 1 collaboration

Robert Grimm 1 collaboration

Andrew Smith 1 collaboration

Fulvio Magni 1 collaboration

Rebecca Mesa 1 collaboration

Guillame Verdy 1 collaboration

Mahin Vazifehdan 1 collaboration

Eleonora Tavazzi 1 collaboration

Roberto Bergamaschi 1 collaboration

Federico Sottotetti 1 collaboration

Stefano Maccarone 1 collaboration

Giulia Riva 1 collaboration

Raffaella Palumbo 1 collaboration

Barbara Tagliaferri 1 collaboration

Hellas Cena 1 collaboration

Antonio Di Sabatino 1 collaboration

Laura Deborah Locati 1 collaboration

Marco Vincenzo Lenti 1 collaboration

Victor Castro 1 collaboration

Alon Geva 1 collaboration

Malarkodi J Samayamuthu 1 collaboration

Karen L Olson 1 collaboration

Ne-Hooi Will Loh 1 collaboration

Siegbert Rieg 1 collaboration

Anthony L L J Li 1 collaboration

Emily Schriver 1 collaboration

Meghan Hutch 1 collaboration

Gianvincenzo Zuccotti 1 collaboration

Chiara Mameli 1 collaboration

Annalisa Tameni 1 collaboration

Valentina Mularoni 1 collaboration

Gloria Manzotti 1 collaboration

Giorgio Inghirami 1 collaboration

Valentina Fragliasso 1 collaboration

Giulia Accardi 1 collaboration

Anna Aiello 1 collaboration

Giuseppina Candore 1 collaboration

Calogero Caruso 1 collaboration

Mattia Emanuela Ligotti 1 collaboration

Annibale A Puca 1 collaboration

José Pagán 1 collaboration

Marica Teresa Rocca 1 collaboration

Simona Panelli 1 collaboration

Enrica Capelli 1 collaboration

Giuseppe Francesco Damiano Lupo 1 collaboration

Annalisa Schiepatti 1 collaboration

Elena Betti 1 collaboration

Alessandro Vanoli 1 collaboration

Annamaria Pasi 1 collaboration

Rosalia Cacciatore 1 collaboration

Sara Bacchi 1 collaboration

Barbara Balestra 1 collaboration

Ornella Pastoris 1 collaboration

Luca Frulloni 1 collaboration

Gino Roberto Corazza 1 collaboration

Federico Biagi 1 collaboration

Rachele Ciccocioppo 1 collaboration

Carolina Martinelli 1 collaboration

Fabio Gabriele 1 collaboration

Federico Manai 1 collaboration

Roberto Ciccone 1 collaboration

Francesca Novara 1 collaboration

Monica Patane 1 collaboration

Isabella Moroni 1 collaboration

Rosina Paterra 1 collaboration

Sergio Comincini 1 collaboration

Miguel Rios 1 collaboration

Ameen Abu-Hanna 1 collaboration

Miguel Pedrera-Jimenez 1 collaboration

Rui Duan 1 collaboration

Jeffrey G Klann MEng 1 collaboration

Zijian Guo 1 collaboration

Praneeta Konduri 1 collaboration

Manon Tolhuisen 1 collaboration

Fabiano Cavalcante 1 collaboration

Leon Rinkel 1 collaboration

Manon Kappelhof 1 collaboration

Lennard Wolff 1 collaboration

Jonathan M Coutinho 1 collaboration

Bart J Emmer 1 collaboration

Vincent Costalat 1 collaboration

Caroline Arquizan 1 collaboration

Jeannette Hofmeijer 1 collaboration

Maarten Uyttenboogaart 1 collaboration

Wim van Zwam 1 collaboration

Yvo Roos 1 collaboration

Charles Majoie 1 collaboration

Henk Marquering 1 collaboration

Daniela Zanaboni 1 collaboration

Alessandra Gualco 1 collaboration

Emanuela Cattaneo 1 collaboration

Antonio Mazza 1 collaboration

Mauro Frascaroli 1 collaboration

Esmeralda Eshja 1 collaboration

Giovanni Forni 1 collaboration

Maria Teresa La Rovere 1 collaboration

Giuseppe Albi 1 collaboration

Daniele Andreini 1 collaboration

Andrea Baggiano 1 collaboration

Saima Mushtaq 1 collaboration

Gianluca Pontone 1 collaboration

Gualtiero Colombo 1 collaboration

Natalia Viani 1 collaboration

Timothy A Miller 1 collaboration

Guergana K Savova 1 collaboration

Giuseppe Fico 1 collaboration

Liss Hernanzez 1 collaboration

Jorge Cancela 1 collaboration

Jorge Posada 1 collaboration

Lidia Manero 1 collaboration

Jose Verdú 1 collaboration

Andrea Facchinetti 1 collaboration

Konstantia Zarkogianni 1 collaboration

Konstantina Nikita 1 collaboration

Leif Groop 1 collaboration

Rafael Gabriel-Sanchez 1 collaboration

Juan Francisco Merino-Torres 1 collaboration

Maria Teresa Arredondo 1 collaboration

L Chiudinelli 1 collaboration

M Gabetta 1 collaboration

G Centorrino 1 collaboration

N Viani 1 collaboration

C Tasca 1 collaboration

A Zambelli 1 collaboration

M Bucalo 1 collaboration

A Ghirardi 1 collaboration

N Barbarini 1 collaboration

E Sfreddo 1 collaboration

C Tondini 1 collaboration

Gian Vincenzo Zuccotti 1 collaboration

Savina Mannarino 1 collaboration

Sabine Koch 1 collaboration

William R Hersh 1 collaboration

Tze Yun Leong 1 collaboration

Moctar Yedaly 1 collaboration

Najeeb Al-Shorbaji 1 collaboration

James J Cimino 1 collaboration

Marzyeh Ghassemi 1 collaboration

Nathan Palmer 1 collaboration

Deanne M Taylor 1 collaboration

Bradley W Taylor 1 collaboration

Andrew K Vallejos 1 collaboration

J L Raisaro 1 collaboration

Francesco Marino 1 collaboration

Juan Troncoso-Pastoriza 1 collaboration

Raphaelle Beau-Lejdstrom 1 collaboration

Robert Murphy 1 collaboration

Elmer V Bernstam 1 collaboration

Henry Wang 1 collaboration

Yong Chen 1 collaboration

Assaf Gottlieb 1 collaboration

Arif Harmanci 1 collaboration

Miran Kim 1 collaboration

Yejin Kim 1 collaboration

Jeffrey Klann 1 collaboration

Bradley A Malin 1 collaboration

Marie Méan 1 collaboration

Fabian Prasser 1 collaboration

Ali Torkamani 1 collaboration

Julien Vaucher 1 collaboration

Mamta Puppala 1 collaboration

Stephen T C Wong 1 collaboration

Milana Frenkel-Morgenstern 1 collaboration

Hua Xu 1 collaboration

Baba Maiyaki Musa 1 collaboration

Abdulrazaq G Habib 1 collaboration

Trevor Cohen 1 collaboration

Adam Wilcox 1 collaboration

Hamisu M Salihu 1 collaboration

Heidi Sofia 1 collaboration

Xiaoqian Jiang 1 collaboration

J P Hubaux 1 collaboration

T M Buonocore 1 collaboration

E Parimbelli 1 collaboration

L Del Campo 1 collaboration

Antonio Curcio 1 collaboration

Andrea Mazzanti 1 collaboration

Francesca La Rosa 1 collaboration

Raffaella Bloise 1 collaboration

Ciro Indolfi 1 collaboration

Francesca Reggiani 1 collaboration

Eleonora Zanetti 1 collaboration

Elena Tagliavini 1 collaboration

Giacomo Santandrea 1 collaboration

Giulia Gobbi 1 collaboration

Silvia Strocchi 1 collaboration

Massimiliano Paci 1 collaboration

Giovanna Damia 1 collaboration

Davide Ambrosetti 1 collaboration

Valentina Sancisi 1 collaboration

Noor Abu-El-Rub 1 collaboration

Mei Liu 1 collaboration

Erica Tavazzi 1 collaboration

Enrico Longato 1 collaboration

Martina Vettoretti 1 collaboration

Helena Aidos 1 collaboration

Isotta Trescato 1 collaboration

Chiara Roversi 1 collaboration

Andreia S Martins 1 collaboration

Eduardo N Castanho 1 collaboration

Ruben Branco 1 collaboration

Diogo F Soares 1 collaboration

Alessandro Guazzo 1 collaboration

Giovanni Birolo 1 collaboration

Adriano Chiò 1 collaboration

Umberto Manera 1 collaboration

Mamede de Carvalho 1 collaboration

Bruno Miranda 1 collaboration

Marta Gromicho 1 collaboration

Inês Alves 1 collaboration

Piero Fariselli 1 collaboration

Sara C Madeira 1 collaboration

Barbara Di Camillo 1 collaboration

Raffaele Giancotti 1 collaboration

Patrizia Vizza 1 collaboration

Giuseppe Tradigo 1 collaboration

Agostino Gnasso 1 collaboration

Pietro Hiram Guzzi 1 collaboration

Concetta Irace 1 collaboration

James Cimino 1 collaboration

Lemuel R Waitman 1 collaboration

Sehi L' Yi 1 collaboration

Alba Gutierrez-Sacristan 1 collaboration

John J Holmes 1 collaboration

Douglas A Murad 1 collaboration

Jean Craig 1 collaboration

Jihad Obeid 1 collaboration

Sebastien Cossin 1 collaboration

Hans U Prokosch 1 collaboration

Emily Schiver 1 collaboration

Christel Daniel 1 collaboration

Romain Bey 1 collaboration

Nicolas Paris 1 collaboration

Patricia Serre 1 collaboration

Nina Orlova 1 collaboration

Julien Dubiel 1 collaboration

Martin Hilka 1 collaboration

Anne Sophie Jannot 1 collaboration

Stephane Breant 1 collaboration

Judith Leblanc 1 collaboration

Nicolas Griffon 1 collaboration

Anita Burgun 1 collaboration

Melodie Bernaux 1 collaboration

Arnaud Sandrin 1 collaboration

Elisa Salamanca 1 collaboration

Sylvie Cormont 1 collaboration

Julien Champ 1 collaboration

Patricia Martel 1 collaboration

Loic Esteve 1 collaboration

Alexandre Gramfort 1 collaboration

Olivier Grisel 1 collaboration

Damien Leprovost 1 collaboration

Thomas Moreau 1 collaboration

Gael Varoquaux 1 collaboration

Jill-Jênn Vie 1 collaboration

Demian Wassermann 1 collaboration

Arthur Mensch 1 collaboration

Charlotte Caucheteux 1 collaboration

Christian Haverkamp 1 collaboration

Guillaume Lemaitre 1 collaboration

Ian D Krantz 1 collaboration

Andrea Demartini 1 collaboration

Alberto Riva 1 collaboration

Fernando Martin-Sanchez 1 collaboration

William Dixon 1 collaboration

Guillermo Lopez-Campos 1 collaboration

F Moretti 1 collaboration

E Sauta 1 collaboration

M Della Porta 1 collaboration

L Malcovati 1 collaboration

M Cazzola 1 collaboration

Primož Godec 1 collaboration

Matjaž Pančur 1 collaboration

Nejc Ilenič 1 collaboration

Andrej Čopar 1 collaboration

Martin Stražar 1 collaboration

Aleš Erjavec 1 collaboration

Ajda Pretnar 1 collaboration

Janez Demšar 1 collaboration

Anže Starič 1 collaboration

Marko Toplak 1 collaboration

Lan Žagar 1 collaboration

Jan Hartman 1 collaboration

Hamilton Wang 1 collaboration

Uroš Petrovič 1 collaboration

Dongsu Park 1 collaboration

Gad Shaulsky 1 collaboration

Blaž Zupan 1 collaboration

Mario Zanoni 1 collaboration

Valeria Merico 1 collaboration

John Booth 1 collaboration

Nicholas W Brown 1 collaboration

Petar Horki 1 collaboration

Kenneth M Huling 1 collaboration

Anupama Maram 1 collaboration

Maria Mazzitelli 1 collaboration

Marianna Milano 1 collaboration

Thomas P Naughton 1 collaboration

James B Norman 1 collaboration

Neil J Sebire 1 collaboration

Amelia Lm Tan 1 collaboration

Chiara Zucco 1 collaboration

Alessandro Aldo Caldarone 1 collaboration

Marica Franzini 1 collaboration

Giuseppe Brunetti 1 collaboration

Mauro Maniscalco 1 collaboration

Antonella Balestrino 1 collaboration

Mauro Carone 1 collaboration

Dina Visca 1 collaboration

Armando Capelli 1 collaboration

Giancarlo Piaggi 1 collaboration

Salvatore Fuschillo 1 collaboration

Maria Aliani 1 collaboration

Antonio Spanevello 1 collaboration

Ilaria Prince 1 collaboration

Mara Paneroni 1 collaboration

Nicolino Ambrosino 1 collaboration

Andrea Pogliaghi 1 collaboration

Goran Đukić 1 collaboration

Aleksandar Jovanović 1 collaboration

Ognjen Milićević 1 collaboration

Vladimir Urošević 1 collaboration

Paola Cerchiello 1 collaboration

Paolo Giudici 1 collaboration

Maurizio Cecconi 1 collaboration

Melanie O'Leary 1 collaboration

Michael Wilson 1 collaboration

Silvia Fostinelli 1 collaboration

Federico Verde 1 collaboration

Cira Fundarò 1 collaboration

Marina Manera 1 collaboration

Matteo Cotta Ramusino 1 collaboration

Marco Capelli 1 collaboration

Alfredo Costa 1 collaboration

Giuliano Binetti 1 collaboration

Jiyeon Son 1 collaboration

William A Bryant 1 collaboration

Tomás González González 1 collaboration

Simran Makwana 1 collaboration

Jeffery Talbert 1 collaboration

Patric Tippman 1 collaboration

Laura Bergomi 1 collaboration

Tommaso M Buonocore 1 collaboration

Paolo Antonazzo 1 collaboration

Lorenzo Alberghi 1 collaboration

Joyce Pebesma 1 collaboration

Carlos Fernandez-Llatas 1 collaboration

Pasquale De Cata 1 collaboration

Zahra Momeni 1 collaboration

Esmail Hassanzadeh 1 collaboration

Mohammad Saniee Abadeh 1 collaboration

Carmine Vecchione 1 collaboration

Albino Carrizzo 1 collaboration

Chiara Carmela Spinelli 1 collaboration

Antonio Damato 1 collaboration

Mariateresa Ambrosio 1 collaboration

Anna Ferrario 1 collaboration

Michele Madonna 1 collaboration

Annachiara Uccellatore 1 collaboration

Silvia Lupini 1 collaboration

Larisa Ryskalin 1 collaboration

Luciano Milanesi 1 collaboration

Giacomo Frati 1 collaboration

Sebastiano Sciarretta 1 collaboration

Stefano Genovese 1 collaboration

Antonio Ceriello 1 collaboration

Alberto Auricchio 1 collaboration

Annibale Alessandro Puca 1 collaboration

Nelson Nazzicari 1 collaboration

Danila Vella 1 collaboration

Claudia Coronnello 1 collaboration

Dario Di Silvestre 1 collaboration

Matteo Gabetta 1 collaboration

Marco Mirabelli 1 collaboration

Valeria Musella 1 collaboration

Gianpiero Rizzo 1 collaboration

Paolo Pedrazzoli 1 collaboration

Nicola Barbarini 1 collaboration

Clara Bender 1 collaboration

Simon Lebech Cichosz 1 collaboration

Louise Pape-Haugaard 1 collaboration

Ole Hejlesen 1 collaboration

Seyed Erfan Sajjadi 1 collaboration

Allan Tucker 1 collaboration

Alessia Mori 1 collaboration

Maria De Salvo 1 collaboration

Marialuisa Falconi 1 collaboration

Stefano Montagna 1 collaboration

Clara Pesarin 1 collaboration

Roberto F E Pedretti 1 collaboration

Tommaso Cavalleri 1 collaboration

Luana Greco 1 collaboration

Federica Rubbino 1 collaboration

Tsuyoshi Hamada 1 collaboration

Maria Quaranta 1 collaboration

Fabio Grizzi 1 collaboration

Vincenzo Craviotto 1 collaboration

Paola Bossi 1 collaboration

Stefania Vetrano 1 collaboration

Lorenza Rimassa 1 collaboration

Valter Torri 1 collaboration

Alberto Mantovani 1 collaboration

Shuji Ogino 1 collaboration

Alberto Malesci 1 collaboration

Luigi Laghi 1 collaboration

Griffin Weber 1 collaboration

Florence Bourgeois 1 collaboration

Kavishwar Wagholikar 1 collaboration

Shawn Murphy 1 collaboration

Jeffery Klann 1 collaboration

Isaac Kohane 1 collaboration

T Cai 1 collaboration

Lauren A Dalvin 1 collaboration

Emma M S Toh 1 collaboration

Wei Gen Scott Wong 1 collaboration

Sara Pizzimenti 1 collaboration

Carlo Combi 1 collaboration

Beatrice Amico 1 collaboration

Andreas Holzinger 1 collaboration

Marinka Zitnik 1 collaboration

Wojtek Michalowski 1 collaboration

Szymon Wilk 1 collaboration

Greta Clementi 1 collaboration

Laurence Saint Q N Ngankem 1 collaboration

Antonino Nocera 1 collaboration

Giuseppe Rombolà 1 collaboration

Giustina Casagrande 1 collaboration

Alessandra Pinto 1 collaboration

Fei Han 1 collaboration

Marcel Dominik Nickel 1 collaboration

Lidia Ruongo 1 collaboration

Giovanni Callea 1 collaboration

Carla Biasibetti 1 collaboration

Antonella Donatelli 1 collaboration

Andrea Filippi 1 collaboration

Luca Messerschmidt 1 collaboration

Tim Büthe 1 collaboration

S Zucca 1 collaboration

F De Paoli 1 collaboration

M G Carta 1 collaboration

P Magni 1 collaboration

E Rizzo 1 collaboration

I Limongelli 1 collaboration

Tiffany Tian 1 collaboration

Rachel E Aaron 1 collaboration

Ashley Y DuNova 1 collaboration

Johan H Jendle 1 collaboration

David Kerr 1 collaboration

Andjela Drincic 1 collaboration

John C Pickup 1 collaboration

Kong Y Chen 1 collaboration

Naomi Schwartz 1 collaboration

Douglas B Muchmore 1 collaboration

Carol J Levy 1 collaboration

Signe Schmidt 1 collaboration

Alan H B Wu 1 collaboration

Bijan Najafi 1 collaboration

James Geoffrey Chase 1 collaboration

Jane Jeffrie Seley 1 collaboration

Melanie C O'Leary 1 collaboration

Michael W Wilson 1 collaboration