A Mencattini

Affiliations

Department of Electronic Engineering, University of Rome Tor Vergata, Rome, Italy.

ORCID: http://orcid.org/0000-0002-3753-0457

Publications (26)

Discovering the hidden messages within cell trajectories using a deep learning approach for in vitro evaluation of cancer drug treatments.

Scientific reports

Avec: A Mencattini , D Di Giuseppe , M C Comes , P Casti , F Corsi , F R Bertani , L Ghibelli , L Businaro , C Di Natale , M C Parrini , E Martinelli

Early Prediction of Breast Cancer Recurrence for Patients Treated with Neoadjuvant Chemotherapy: A Transfer Learning Approach on DCE-MRIs.

Cancers

Avec: Maria Colomba Comes , Daniele La Forgia , Vittorio Didonna , Annarita Fanizzi , Francesco Giotta , Agnese Latorre , Eugenio Martinelli , Arianna Mencattini , Angelo Virgilio Paradiso , Pasquale Tamborra , Antonella Terenzio , Alfredo Zito , Vito Lorusso , Raffaella Massafra

DeepCEL0 for 2D single-molecule localization in fluorescence microscopy.

Bioinformatics (Oxford, England)

Avec: Pasquale Cascarano , Maria Colomba Comes , Andrea Sebastiani , Arianna Mencattini , Elena Loli Piccolomini , Eugenio Martinelli

Combining microfluidics with machine learning algorithms for RBC classification in rare hereditary hemolytic anemia.

Scientific reports

Avec: Valeria Rizzuto , Arianna Mencattini , Begoña Álvarez-González , Davide Di Giuseppe , Eugenio Martinelli , David Beneitez-Pastor , Maria Del Mar Mañú-Pereira , Maria José Lopez-Martinez , Josep Samitier

NeuriTES. Monitoring neurite changes through transfer entropy and semantic segmentation in bright-field time-lapse microscopy.

Patterns (New York, N.Y.)

Avec: Arianna Mencattini , Alida Spalloni , Paola Casti , Maria Colomba Comes , Davide Di Giuseppe , Gianni Antonelli , Michele D'Orazio , Joanna Filippi , Francesca Corsi , Hervé Isambert , Corrado Di Natale , Patrizia Longone , Eugenio Martinelli

Apoptosis mapping in space and time of 3D tumor ecosystems reveals transmissibility of cytotoxic cancer death.

PLoS computational biology

Avec: Irina Veith , Arianna Mencattini , Valentin Picant , Marco Serra , Marine Leclerc , Maria Colomba Comes , Fathia Mami-Chouaib , Jacques Camonis , Stéphanie Descroix , Hamasseh Shirvani , Fatima Mechta-Grigoriou , Gérard Zalcman , Maria Carla Parrini , Eugenio Martinelli

Early prediction of neoadjuvant chemotherapy response by exploiting a transfer learning approach on breast DCE-MRIs.

Scientific reports

Avec: Maria Colomba Comes , Annarita Fanizzi , Samantha Bove , Vittorio Didonna , Sergio Diotaiuti , Daniele La Forgia , Agnese Latorre , Eugenio Martinelli , Arianna Mencattini , Annalisa Nardone , Angelo Virgilio Paradiso , Cosmo Maurizio Ressa , Pasquale Tamborra , Vito Lorusso , Raffaella Massafra

Assessing personalized responses to anti-PD-1 treatment using patient-derived lung tumor-on-chip.

Cell reports. Medicine

Avec: Irina Veith , Martin Nurmik , Arianna Mencattini , Isabelle Damei , Christine Lansche , Solenn Brosseau , Giacomo Gropplero , Stéphanie Corgnac , Joanna Filippi , Nicolas Poté , Edouard Guenzi , Anaïs Chassac , Pierre Mordant , Jimena Tosello , Christine Sedlik , Eliane Piaggio , Nicolas Girard , Jacques Camonis , Hamasseh Shirvani , Fathia Mami-Chouaib , Fatima Mechta-Grigoriou , Stéphanie Descroix , Eugenio Martinelli , Gérard Zalcman , Maria Carla Parrini

Cell Electrokinetic Fingerprint: A Novel Approach Based on Optically Induced Dielectrophoresis (ODEP) for In-Flow Identification of Single Cells.

Small methods

Avec: Joanna Filippi , Paola Casti , Gianni Antonelli , Michela Murdocca , Arianna Mencattini , Francesca Corsi , Michele D'Orazio , Alessandro Pecora , Massimiliano De Luca , Giorgia Curci , Lina Ghibelli , Federica Sangiuolo , Steven L Neale , Eugenio Martinelli

Deciphering Cancer Cell Behavior From Motility and Shape Features: Peer Prediction and Dynamic Selection to Support Cancer Diagnosis and Therapy.

Frontiers in oncology

Avec: Michele D'Orazio , Francesca Corsi , Arianna Mencattini , Davide Di Giuseppe , Maria Colomba Comes , Paola Casti , Joanna Filippi , Corrado Di Natale , Lina Ghibelli , Eugenio Martinelli

Lateral Acromioplasty has a Positive Impact on Rotator Cuff Repair in Patients with a Critical Shoulder Angle Greater than 35 Degrees.

Journal of clinical medicine

Avec: Edoardo Franceschetti , Edoardo Giovannetti de Sanctis , Alessio Palumbo , Riccardo Ranieri , Paola Casti , Arianna Mencattini , Nicola Maffulli , Francesco Franceschi

Machine learning phenomics (MLP) combining deep learning with time-lapse-microscopy for monitoring colorectal adenocarcinoma cells gene expression and drug-response.

Scientific reports

Avec: M D'Orazio , M Murdocca , A Mencattini , P Casti , J Filippi , G Antonelli , D Di Giuseppe , M C Comes , C Di Natale , F Sangiuolo , E Martinelli

Deep-Manager: a versatile tool for optimal feature selection in live-cell imaging analysis.

Communications biology

Avec: A Mencattini , M D'Orazio , P Casti , M C Comes , D Di Giuseppe , G Antonelli , J Filippi , F Corsi , L Ghibelli , I Veith , C Di Natale , M C Parrini , E Martinelli

Integrating machine learning and biosensors in microfluidic devices: A review.

Biosensors & bioelectronics

Avec: Gianni Antonelli , Joanna Filippi , Michele D'Orazio , Giorgia Curci , Paola Casti , Arianna Mencattini , Eugenio Martinelli

Online Feature Selection for Robust Classification of the Microbiological Quality of Traditional Vanilla Cream by Means of Multispectral Imaging.

Sensors (Basel, Switzerland)

Avec: Alexandra Lianou , Arianna Mencattini , Alexandro Catini , Corrado Di Natale , George-John E Nychas , Eugenio Martinelli , Efstathios Z Panagou

Learning Cancer-Related Drug Efficacy Exploiting Consensus in Coordinated Motility Within Cell Clusters.

IEEE transactions on bio-medical engineering

Avec: Davide Di Giuseppe , Francesca Corsi , Arianna Mencattini , Maria Colomba Comes , Paola Casti , Corrado Di Natale , Lina Ghibelli , Eugenio Martinelli

Recursive Deep Prior Video: A super resolution algorithm for time-lapse microscopy of organ-on-chip experiments.

Medical image analysis

Avec: Pasquale Cascarano , Maria Colomba Comes , Arianna Mencattini , Maria Carla Parrini , Elena Loli Piccolomini , Eugenio Martinelli

Accelerating the experimental responses on cell behaviors: a long-term prediction of cell trajectories using Social Generative Adversarial Network.

Scientific reports

Avec: Maria Colomba Comes , J Filippi , A Mencattini , F Corsi , P Casti , A De Ninno , D Di Giuseppe , M D'Orazio , L Ghibelli , F Mattei , G Schiavoni , L Businaro , C Di Natale , E Martinelli

Direct imaging and automatic analysis in tumor-on-chip reveal cooperative antitumoral activity of immune cells and oncolytic vaccinia virus.

Biosensors & bioelectronics

Avec: Arianna Mencattini , Christine Lansche , Irina Veith , Philippe Erbs , Jean-Marc Balloul , Eric Quemeneur , Stéphanie Descroix , Fatima Mechta-Grigoriou , Gérard Zalcman , Cécile Zaupa , Maria Carla Parrini , Eugenio Martinelli

Polylactic is a Sustainable, Low Absorption, Low Autofluorescence Alternative to Other Plastics for Microfluidic and Organ-on-Chip Applications.

Analytical chemistry

Avec: Alfredo E Ongaro , Davide Di Giuseppe , Ali Kermanizadeh , Allende Miguelez Crespo , Arianna Mencattini , Lina Ghibelli , Vanessa Mancini , Krystian L Wlodarczyk , Duncan P Hand , Eugenio Martinelli , Vicki Stone , Nicola Howarth , Vincenzo La Carrubba , Virginia Pensabene , Maïwenn Kersaudy-Kerhoas

High-throughput analysis of cell-cell crosstalk in ad hoc designed microfluidic chips for oncoimmunology applications.

Methods in enzymology

Avec: Arianna Mencattini , Adele De Ninno , Jacopo Mancini , Luca Businaro , Eugenio Martinelli , Giovanna Schiavoni , Fabrizio Mattei

From Petri Dishes to Organ on Chip Platform: The Increasing Importance of Machine Learning and Image Analysis.

Frontiers in pharmacology

Avec: Arianna Mencattini , Fabrizio Mattei , Giovanna Schiavoni , Annamaria Gerardino , Luca Businaro , Corrado Di Natale , Eugenio Martinelli

The influence of spatial and temporal resolutions on the analysis of cell-cell interaction: a systematic study for time-lapse microscopy applications.

Scientific reports

Avec: M C Comes , P Casti , A Mencattini , D Di Giuseppe , F Mermet-Meillon , A De Ninno , M C Parrini , L Businaro , C Di Natale , E Martinelli

Oncoimmunology Meets Organs-on-Chip.

Frontiers in molecular biosciences

Avec: Fabrizio Mattei , Sara Andreone , Arianna Mencattini , Adele De Ninno , Luca Businaro , Eugenio Martinelli , Giovanna Schiavoni

A Camera Sensors-Based System to Study Drug Effects On In Vitro Motility: The Case of PC-3 Prostate Cancer Cells.

Sensors (Basel, Switzerland)

Avec: Maria Colomba Comes , Arianna Mencattini , Davide Di Giuseppe , Joanna Filippi , Michele D'Orazio , Paola Casti , Francesca Corsi , Lina Ghibelli , Corrado Di Natale , Eugenio Martinelli

Electro-Optical Classification of Pollen Grains via Microfluidics and Machine Learning.

IEEE transactions on bio-medical engineering

Avec: Michele DaOrazio , Riccardo Reale , Adele De Ninno , Maria A Brighetti , Arianna Mencattini , Luca Businaro , Eugenio Martinelli , Paolo Bisegna , Alessandro Travaglini , Federica Caselli

Réseau de co-auteurs

Arianna Mencattini 21 collaborations

Eugenio Martinelli 20 collaborations

Maria Colomba Comes 10 collaborations

Paola Casti 7 collaborations

Davide Di Giuseppe 6 collaborations

Joanna Filippi 6 collaborations

Corrado Di Natale 6 collaborations

D Di Giuseppe 5 collaborations

P Casti 5 collaborations

C Di Natale 5 collaborations

E Martinelli 5 collaborations

Michele D'Orazio 5 collaborations

Francesca Corsi 5 collaborations

Lina Ghibelli 5 collaborations

M C Comes 4 collaborations

Maria Carla Parrini 4 collaborations

Luca Businaro 4 collaborations

F Corsi 3 collaborations

L Ghibelli 3 collaborations

L Businaro 3 collaborations

M C Parrini 3 collaborations

Gianni Antonelli 3 collaborations

Irina Veith 3 collaborations

Stéphanie Descroix 3 collaborations

Fatima Mechta-Grigoriou 3 collaborations

Gérard Zalcman 3 collaborations

M D'Orazio 3 collaborations

J Filippi 3 collaborations

Adele De Ninno 3 collaborations

Giovanna Schiavoni 3 collaborations

Fabrizio Mattei 3 collaborations

Daniele La Forgia 2 collaborations

Vittorio Didonna 2 collaborations

Annarita Fanizzi 2 collaborations

Agnese Latorre 2 collaborations

Angelo Virgilio Paradiso 2 collaborations

Pasquale Tamborra 2 collaborations

Vito Lorusso 2 collaborations

Raffaella Massafra 2 collaborations

Pasquale Cascarano 2 collaborations

Elena Loli Piccolomini 2 collaborations

Fathia Mami-Chouaib 2 collaborations

Jacques Camonis 2 collaborations

Hamasseh Shirvani 2 collaborations

Christine Lansche 2 collaborations

Giorgia Curci 2 collaborations

G Antonelli 2 collaborations

A De Ninno 2 collaborations

F R Bertani 1 collaboration

Francesco Giotta 1 collaboration

Antonella Terenzio 1 collaboration

Alfredo Zito 1 collaboration

Andrea Sebastiani 1 collaboration

Valeria Rizzuto 1 collaboration

Begoña Álvarez-González 1 collaboration

David Beneitez-Pastor 1 collaboration

Maria Del Mar Mañú-Pereira 1 collaboration

Maria José Lopez-Martinez 1 collaboration

Josep Samitier 1 collaboration

Alida Spalloni 1 collaboration

Hervé Isambert 1 collaboration

Patrizia Longone 1 collaboration

Valentin Picant 1 collaboration

Marco Serra 1 collaboration

Marine Leclerc 1 collaboration

Samantha Bove 1 collaboration

Sergio Diotaiuti 1 collaboration

Annalisa Nardone 1 collaboration

Cosmo Maurizio Ressa 1 collaboration

Martin Nurmik 1 collaboration

Isabelle Damei 1 collaboration

Solenn Brosseau 1 collaboration

Giacomo Gropplero 1 collaboration

Stéphanie Corgnac 1 collaboration

Nicolas Poté 1 collaboration

Edouard Guenzi 1 collaboration

Anaïs Chassac 1 collaboration

Pierre Mordant 1 collaboration

Jimena Tosello 1 collaboration

Christine Sedlik 1 collaboration

Eliane Piaggio 1 collaboration

Nicolas Girard 1 collaboration

Michela Murdocca 1 collaboration

Alessandro Pecora 1 collaboration

Massimiliano De Luca 1 collaboration

Federica Sangiuolo 1 collaboration

Steven L Neale 1 collaboration

Edoardo Franceschetti 1 collaboration

Edoardo Giovannetti de Sanctis 1 collaboration

Alessio Palumbo 1 collaboration

Riccardo Ranieri 1 collaboration

Nicola Maffulli 1 collaboration

Francesco Franceschi 1 collaboration

M Murdocca 1 collaboration

F Sangiuolo 1 collaboration

I Veith 1 collaboration

Alexandra Lianou 1 collaboration

Alexandro Catini 1 collaboration

George-John E Nychas 1 collaboration

Efstathios Z Panagou 1 collaboration

F Mattei 1 collaboration

G Schiavoni 1 collaboration

Philippe Erbs 1 collaboration

Jean-Marc Balloul 1 collaboration

Eric Quemeneur 1 collaboration

Cécile Zaupa 1 collaboration

Alfredo E Ongaro 1 collaboration

Ali Kermanizadeh 1 collaboration

Allende Miguelez Crespo 1 collaboration

Vanessa Mancini 1 collaboration

Krystian L Wlodarczyk 1 collaboration

Duncan P Hand 1 collaboration

Vicki Stone 1 collaboration

Nicola Howarth 1 collaboration

Vincenzo La Carrubba 1 collaboration

Virginia Pensabene 1 collaboration

Maïwenn Kersaudy-Kerhoas 1 collaboration

Jacopo Mancini 1 collaboration

Annamaria Gerardino 1 collaboration

F Mermet-Meillon 1 collaboration

Sara Andreone 1 collaboration

Michele DaOrazio 1 collaboration

Riccardo Reale 1 collaboration

Maria A Brighetti 1 collaboration

Paolo Bisegna 1 collaboration

Alessandro Travaglini 1 collaboration

Federica Caselli 1 collaboration