Jakob Nikolas Kather

Affiliations
  • Pathology & Data Analytics, Leeds Institute of Medical Research at St James's, University of Leeds, Leeds, UK.
  • Department of Medicine III, University Hospital RWTH Aachen, Aachen, Germany.
  • Medical Oncology, National Center of Tumour Diseases (NCT), University Hospital Heidelberg, Heidelberg, Germany.

Publications (78)

Deep learning identifies inflamed fat as a risk factor for lymph node metastasis in early colorectal cancer.

The Journal of pathology
Avec: Scarlet Brockmoeller , Amelie Echle , Narmin Ghaffari Laleh , Susanne Eiholm , Marie Louise Malmstrøm , Tine Plato Kuhlmann , Katarina Levic , Heike Irmgard Grabsch , Nicholas P West , Oliver Lester Saldanha , Katerina Kouvidi , Aurora Bono , Lara R Heij , Titus J Brinker , Ismayil Gögenür , Philip Quirke , Jakob Nikolas Kather

Artificial Intelligence-based Detection of FGFR3 Mutational Status Directly from Routine Histology in Bladder Cancer: A Possible Preselection for Molecular Testing?

European urology focus
Avec: Chiara Maria Lavinia Loeffler , Nadina Ortiz Bruechle , Max Jung , Lancelot Seillier , Michael Rose , Narmin Ghaffari Laleh , Ruth Knuechel , Titus J Brinker , Christian Trautwein , Nadine T Gaisa , Jakob N Kather

The impact of site-specific digital histology signatures on deep learning model accuracy and bias.

Nature communications
Avec: Frederick M Howard , James Dolezal , Sara Kochanny , Jefree Schulte , Heather Chen , Lara Heij , Dezheng Huo , Rita Nanda , Olufunmilayo I Olopade , Jakob N Kather , Nicole Cipriani , Robert L Grossman , Alexander T Pearson

Skin cancer classification via convolutional neural networks: systematic review of studies involving human experts.

European journal of cancer (Oxford, England : 1990)
Avec: Sarah Haggenmüller , Roman C Maron , Achim Hekler , Jochen S Utikal , Catarina Barata , Raymond L Barnhill , Helmut Beltraminelli , Carola Berking , Brigid Betz-Stablein , Andreas Blum , Stephan A Braun , Richard Carr , Marc Combalia , Maria-Teresa Fernandez-Figueras , Gerardo Ferrara , Sylvie Fraitag , Lars E French , Frank F Gellrich , Kamran Ghoreschi , Matthias Goebeler , Pascale Guitera , Holger A Haenssle , Sebastian Haferkamp , Lucie Heinzerling , Markus V Heppt , Franz J Hilke , Sarah Hobelsberger , Dieter Krahl , Heinz Kutzner , Aimilios Lallas , Konstantinos Liopyris , Mar Llamas-Velasco , Josep Malvehy , Friedegund Meier , Cornelia S L Müller , Alexander A Navarini , Cristián Navarrete-Dechent , Antonio Perasole , Gabriela Poch , Sebastian Podlipnik , Luis Requena , Veronica M Rotemberg , Andrea Saggini , Omar P Sangueza , Carlos Santonja , Dirk Schadendorf , Bastian Schilling , Max Schlaak , Justin G Schlager , Mildred Sergon , Wiebke Sondermann , H Peter Soyer , Hans Starz , Wilhelm Stolz , Esmeralda Vale , Wolfgang Weyers , Alexander Zink , Eva Krieghoff-Henning , Jakob N Kather , Christof von Kalle , Daniel B Lipka , Stefan Fröhling , Axel Hauschild , Harald Kittler , Titus J Brinker

Predicting Mutational Status of Driver and Suppressor Genes Directly from Histopathology With Deep Learning: A Systematic Study Across 23 Solid Tumor Types.

Frontiers in genetics
Avec: Chiara Maria Lavinia Loeffler , Nadine T Gaisa , Hannah Sophie Muti , Marko van Treeck , Amelie Echle , Narmin Ghaffari Laleh , Christian Trautwein , Lara R Heij , Heike I Grabsch , Nadina Ortiz Bruechle , Jakob Nikolas Kather

An MRI Deep Learning Model Predicts Outcome in Rectal Cancer.

Radiology
Avec: Xiaofeng Jiang , Hengyu Zhao , Oliver Lester Saldanha , Sven Nebelung , Christiane Kuhl , Iakovos Amygdalos , Sven Arke Lang , Xiaojian Wu , Xiaochun Meng , Daniel Truhn , Jakob Nikolas Kather , Jia Ke

Sublethal necroptosis signaling promotes inflammation and liver cancer.

Immunity
Avec: Mihael Vucur , Ahmed Ghallab , Anne T Schneider , Arlind Adili , Mingbo Cheng , Mirco Castoldi , Michael T Singer , Veronika Büttner , Leonie S Keysberg , Lena Küsgens , Marlene Kohlhepp , Boris Görg , Suchira Gallage , Jose Efren Barragan Avila , Kristian Unger , Claus Kordes , Anne-Laure Leblond , Wiebke Albrecht , Sven H Loosen , Carolin Lohr , Markus S Jördens , Anne Babler , Sikander Hayat , David Schumacher , Maria T Koenen , Olivier Govaere , Mark V Boekschoten , Simone Jörs , Carlos Villacorta-Martin , Vincenzo Mazzaferro , Josep M Llovet , Ralf Weiskirchen , Jakob N Kather , Patrick Starlinger , Michael Trauner , Mark Luedde , Lara R Heij , Ulf P Neumann , Verena Keitel , Johannes G Bode , Rebekka K Schneider , Frank Tacke , Bodo Levkau , Twan Lammers , Georg Fluegen , Theodore Alexandrov , Amy L Collins , Glyn Nelson , Fiona Oakley , Derek A Mann , Christoph Roderburg , Thomas Longerich , Achim Weber , Augusto Villanueva , Andre L Samson , James M Murphy , Rafael Kramann , Fabian Geisler , Ivan G Costa , Jan G Hengstler , Mathias Heikenwalder , Tom Luedde

A 3-dimensional histology computer model of malignant melanoma and its implications for digital pathology.

European journal of cancer (Oxford, England : 1990)
Avec: Alexander Kurz , Dieter Krahl , Heinz Kutzner , Raymond Barnhill , Antonio Perasole , Maria Teresa Fernandez Figueras , Gerardo Ferrara , Stephan A Braun , Hans Starz , Mar Llamas-Velasco , Jochen Sven Utikal , Stefan Fröhling , Christof von Kalle , Jakob Nikolas Kather , Lucas Schneider , Titus J Brinker

Prediction of heart transplant rejection from routine pathology slides with self-supervised deep learning.

European heart journal. Digital health
Avec: Tobias Paul Seraphin , Mark Luedde , Christoph Roderburg , Marko van Treeck , Pascal Scheider , Roman D Buelow , Peter Boor , Sven H Loosen , Zdenek Provaznik , Daniel Mendelsohn , Filip Berisha , Christina Magnussen , Dirk Westermann , Tom Luedde , Christoph Brochhausen , Samuel Sossalla , Jakob Nikolas Kather

An

Journal of the Royal Society, Interface
Avec: Julia Grajek , Jakob Nikolas Kather , Jan Poleszczuk

Characterisation of tumour-immune phenotypes and PD-L1 positivity in squamous bladder cancer.

BMC cancer
Avec: Max Jung , Michael Rose , Ruth Knuechel , Chiara Loeffler , Hannah Muti , Jakob Nikolas Kather , Nadine T Gaisa , Auteur inconnu

Artificial intelligence in oncology: chances and pitfalls.

Journal of cancer research and clinical oncology
Avec: Jakob Nikolas Kather

Self-supervised attention-based deep learning for pan-cancer mutation prediction from histopathology.

NPJ precision oncology
Avec: Oliver Lester Saldanha , Chiara M L Loeffler , Jan Moritz Niehues , Marko van Treeck , Tobias P Seraphin , Katherine Jane Hewitt , Didem Cifci , Gregory Patrick Veldhuizen , Siddhi Ramesh , Alexander T Pearson , Jakob Nikolas Kather

A systematic pan-cancer study on deep learning-based prediction of multi-omic biomarkers from routine pathology images.

Communications medicine
Avec: Salim Arslan , Julian Schmidt , Cher Bass , Debapriya Mehrotra , Andre Geraldes , Shikha Singhal , Julius Hense , Xiusi Li , Pandu Raharja-Liu , Oscar Maiques , Jakob Nikolas Kather , Pahini Pandya

The digital revolution in pathology: Towards a smarter approach to research and treatment.

Tumori
Avec: Francesco Tucci , Arvydas Laurinavicius , Jakob Nikolas Kather , Catarina Eloy

Data Extraction from Free-Text Reports on Mechanical Thrombectomy in Acute Ischemic Stroke Using ChatGPT: A Retrospective Analysis.

Radiology
Avec: Nils C Lehnen , Franziska Dorn , Isabella C Wiest , Hanna Zimmermann , Alexander Radbruch , Jakob Nikolas Kather , Daniel Paech

Using histopathology latent diffusion models as privacy-preserving dataset augmenters improves downstream classification performance.

Computers in biology and medicine
Avec: Jan M Niehues , Gustav Müller-Franzes , Yoni Schirris , Sophia Janine Wagner , Michael Jendrusch , Matthias Kloor , Alexander T Pearson , Hannah Sophie Muti , Katherine J Hewitt , Gregory P Veldhuizen , Laura Zigutyte , Daniel Truhn , Jakob Nikolas Kather

Artificial intelligence.

Cancer cell
Avec: Moritz Gerstung , David Liu , Marzyeh Ghassemi , James Zou , Diego Chowell , Jonas Teuwen , Faisal Mahmood , Jakob Nikolas Kather

Integrating large language models in care, research, and education in multiple sclerosis management.

Multiple sclerosis (Houndmills, Basingstoke, England)
Avec: Hernan Inojosa , Isabel Voigt , Judith Wenk , Dyke Ferber , Isabella Wiest , Dario Antweiler , Eva Weicken , Stephen Gilbert , Jakob Nikolas Kather , Katja Akgün , Tjalf Ziemssen

Developing a low-cost, open-source, locally manufactured workstation and computational pipeline for automated histopathology evaluation using deep learning.

EBioMedicine
Avec: Divya Choudhury , James M Dolezal , Emma Dyer , Sara Kochanny , Siddhi Ramesh , Frederick M Howard , Jayson R Margalus , Amelia Schroeder , Jefree Schulte , Marina C Garassino , Jakob N Kather , Alexander T Pearson

Converging deep learning and human-observed tumor-adipocyte interaction as a biomarker in colorectal cancer.

Communications medicine
Avec: Nic G Reitsam , Bianca Grosser , David F Steiner , Veselin Grozdanov , Ellery Wulczyn , Vincenzo L'Imperio , Markus Plass , Heimo Müller , Kurt Zatloukal , Hannah S Muti , Jakob N Kather , Bruno Märkl

Large language model use in clinical oncology.

NPJ precision oncology
Avec: Nicolas Carl , Franziska Schramm , Sarah Haggenmüller , Jakob Nikolas Kather , Martin J Hetz , Christoph Wies , Maurice Stephan Michel , Frederik Wessels , Titus J Brinker

CCR5 status and metastatic progression in colorectal cancer.

Oncoimmunology
Avec: Meggy Suarez-Carmona , Pornpimol Chaorentong , Jakob Nikolas Kather , Rebecca Rothenheber , Azaz Ahmed , Anna Berthel , Anita Heinzelmann , Rodrigo Moraleda , Nektarios A Valous , Zeynep Kosaloglu , Rosa Eurich , Jana Wolf , Silke Grauling-Halama , Michael Hundemer , Felix Lasitschka , Fee Klupp , Christoph Kahlert , Alexis Ulrich , Martin Schneider , Christine Falk , Dirk Jäger , Inka Zoernig , Niels Halama

Harnessing the innate immune system and local immunological microenvironment to treat colorectal cancer.

British journal of cancer
Avec: Jakob Nikolas Kather , Niels Halama

Nuclear Translocation of RELB Is Increased in Diseased Human Liver and Promotes Ductular Reaction and Biliary Fibrosis in Mice.

Gastroenterology
Avec: Christin Elßner , Benjamin Goeppert , Thomas Longerich , Anna-Lena Scherr , Jan Stindt , Lahiri Kanth Nanduri , Christian Rupp , Jakob Nikolas Kather , Nathalie Schmitt , Nicole Kautz , Kai Breuhahn , Lars Ismail , Danijela Heide , Jenny Hetzer , María García-Beccaria , Nadine Hövelmeyer , Ari Waisman , Toni Urbanik , Sebastian Mueller , Georg Gdynia , Jesus M Banales , Stephanie Roessler , Peter Schirmacher , Dirk Jäger , Sebastian Schölch , Verena Keitel , Mathias Heikenwalder , Henning Schulze-Bergkamen , Bruno Christian Köhler

Deep learning can predict microsatellite instability directly from histology in gastrointestinal cancer.

Nature medicine
Avec: Jakob Nikolas Kather , Alexander T Pearson , Niels Halama , Dirk Jäger , Jeremias Krause , Sven H Loosen , Alexander Marx , Peter Boor , Frank Tacke , Ulf Peter Neumann , Heike I Grabsch , Takaki Yoshikawa , Hermann Brenner , Jenny Chang-Claude , Michael Hoffmeister , Christian Trautwein , Tom Luedde

Different scaling of linear models and deep learning in UKBiobank brain images versus machine-learning datasets.

Nature communications
Avec: Marc-Andre Schulz , B T Thomas Yeo , Joshua T Vogelstein , Janaina Mourao-Miranada , Jakob N Kather , Konrad Kording , Blake Richards , Danilo Bzdok

Deep learning-based classification of kidney transplant pathology: a retrospective, multicentre, proof-of-concept study.

The Lancet. Digital health
Avec: Jesper Kers , Roman D Bülow , Barbara M Klinkhammer , Gerben E Breimer , Francesco Fontana , Adeyemi Adefidipe Abiola , Rianne Hofstraat , Garry L Corthals , Hessel Peters-Sengers , Sonja Djudjaj , Saskia von Stillfried , David L Hölscher , Tobias T Pieters , Arjan D van Zuilen , Frederike J Bemelman , Azam S Nurmohamed , Maarten Naesens , Joris J T H Roelofs , Sandrine Florquin , Jürgen Floege , Tri Q Nguyen , Jakob N Kather , Peter Boor

Deep Transfer Learning Approach for Automatic Recognition of Drug Toxicity and Inhibition of SARS-CoV-2.

Viruses
Avec: Julia Werner , Raphael M Kronberg , Pawel Stachura , Philipp N Ostermann , Lisa Müller , Heiner Schaal , Sanil Bhatia , Jakob N Kather , Arndt Borkhardt , Aleksandra A Pandyra , Karl S Lang , Philipp A Lang

Pan-cancer image-based detection of clinically actionable genetic alterations.

Nature cancer
Avec: Jakob Nikolas Kather , Lara R Heij , Heike I Grabsch , Chiara Loeffler , Amelie Echle , Hannah Sophie Muti , Jeremias Krause , Jan M Niehues , Kai A J Sommer , Peter Bankhead , Loes F S Kooreman , Jefree J Schulte , Nicole A Cipriani , Roman D Buelow , Peter Boor , Nadi-Na Ortiz-Brüchle , Andrew M Hanby , Valerie Speirs , Sara Kochanny , Akash Patnaik , Andrew Srisuwananukorn , Hermann Brenner , Michael Hoffmeister , Piet A van den Brandt , Dirk Jäger , Christian Trautwein , Alexander T Pearson , Tom Luedde

Nerve Fibers in the Tumor Microenvironment Are Co-Localized with Lymphoid Aggregates in Pancreatic Cancer.

Journal of clinical medicine
Avec: Lara R Heij , Xiuxiang Tan , Jakob N Kather , Jan M Niehues , Shivan Sivakumar , Nicole Heussen , Gregory van der Kroft , Steven W M Olde Damink , Sven Lang , Merel R Aberle , Tom Luedde , Nadine T Gaisa , Jan Bednarsch , Drolaiz H W Liu , Jack P M Cleutjens , Dominik P Modest , Ulf P Neumann , Georg J Wiltberger

Nerve fibers in the tumor microenvironment in neurotropic cancer-pancreatic cancer and cholangiocarcinoma.

Oncogene
Avec: Xiuxiang Tan , Shivan Sivakumar , Jan Bednarsch , Georg Wiltberger , Jakob Nikolas Kather , Jan Niehues , Judith de Vos-Geelen , Liselot Valkenburg-van Iersel , Svetlana Kintsler , Anjali Roeth , Guangshan Hao , Sven Lang , Mariëlle E Coolsen , Marcel den Dulk , Merel R Aberle , Jarne Koolen , Nadine T Gaisa , Steven W M Olde Damink , Ulf P Neumann , Lara R Heij

Integrating Patient Data Into Skin Cancer Classification Using Convolutional Neural Networks: Systematic Review.

Journal of medical Internet research
Avec: Julia Höhn , Achim Hekler , Eva Krieghoff-Henning , Jakob Nikolas Kather , Jochen Sven Utikal , Friedegund Meier , Frank Friedrich Gellrich , Axel Hauschild , Lars French , Justin Gabriel Schlager , Kamran Ghoreschi , Tabea Wilhelm , Heinz Kutzner , Markus Heppt , Sebastian Haferkamp , Wiebke Sondermann , Dirk Schadendorf , Bastian Schilling , Roman C Maron , Max Schmitt , Tanja Jutzi , Stefan Fröhling , Daniel B Lipka , Titus Josef Brinker

Deep learning approach to predict sentinel lymph node status directly from routine histology of primary melanoma tumours.

European journal of cancer (Oxford, England : 1990)
Avec: Titus J Brinker , Lennard Kiehl , Max Schmitt , Tanja B Jutzi , Eva I Krieghoff-Henning , Dieter Krahl , Heinz Kutzner , Patrick Gholam , Sebastian Haferkamp , Joachim Klode , Dirk Schadendorf , Achim Hekler , Stefan Fröhling , Jakob N Kather , Sarah Haggenmüller , Christof von Kalle , Markus Heppt , Franz Hilke , Kamran Ghoreschi , Markus Tiemann , Ulrike Wehkamp , Axel Hauschild , Michael Weichenthal , Jochen S Utikal

Artificial intelligence in liver diseases: Improving diagnostics, prognostics and response prediction.

JHEP reports : innovation in hepatology
Avec: David Nam , Julius Chapiro , Valerie Paradis , Tobias Paul Seraphin , Jakob Nikolas Kather

Clinical relevance of biomarkers in cholangiocarcinoma: critical revision and future directions.

Gut
Avec: Rocio I R Macias , Vincenzo Cardinale , Timothy J Kendall , Matias A Avila , Maria Guido , Cedric Coulouarn , Chiara Braconi , Adam E Frampton , John Bridgewater , Diletta Overi , Stephen P Pereira , Marco Rengo , Jakob N Kather , Angela Lamarca , Federica Pedica , Alejandro Forner , Juan W Valle , Eugenio Gaudio , Domenico Alvaro , Jesus M Banales , Guido Carpino

Benchmarking weakly-supervised deep learning pipelines for whole slide classification in computational pathology.

Medical image analysis
Avec: Narmin Ghaffari Laleh , Hannah Sophie Muti , Chiara Maria Lavinia Loeffler , Amelie Echle , Oliver Lester Saldanha , Faisal Mahmood , Ming Y Lu , Christian Trautwein , Rupert Langer , Bastian Dislich , Roman D Buelow , Heike Irmgard Grabsch , Hermann Brenner , Jenny Chang-Claude , Elizabeth Alwers , Titus J Brinker , Firas Khader , Daniel Truhn , Nadine T Gaisa , Peter Boor , Michael Hoffmeister , Volkmar Schulz , Jakob Nikolas Kather

Federated Learning for Decentralized Artificial Intelligence in Melanoma Diagnostics.

JAMA dermatology
Avec: Sarah Haggenmüller , Max Schmitt , Eva Krieghoff-Henning , Achim Hekler , Roman C Maron , Christoph Wies , Jochen S Utikal , Friedegund Meier , Sarah Hobelsberger , Frank F Gellrich , Mildred Sergon , Axel Hauschild , Lars E French , Lucie Heinzerling , Justin G Schlager , Kamran Ghoreschi , Max Schlaak , Franz J Hilke , Gabriela Poch , Sören Korsing , Carola Berking , Markus V Heppt , Michael Erdmann , Sebastian Haferkamp , Konstantin Drexler , Dirk Schadendorf , Wiebke Sondermann , Matthias Goebeler , Bastian Schilling , Jakob N Kather , Stefan Fröhling , Titus J Brinker

Large language models streamline automated machine learning for clinical studies.

Nature communications
Avec: Soroosh Tayebi Arasteh , Tianyu Han , Mahshad Lotfinia , Christiane Kuhl , Jakob Nikolas Kather , Daniel Truhn , Sven Nebelung

New regulatory thinking is needed for AI-based personalised drug and cell therapies in precision oncology.

NPJ precision oncology
Avec: Bouchra Derraz , Gabriele Breda , Christoph Kaempf , Franziska Baenke , Fabienne Cotte , Kristin Reiche , Ulrike Köhl , Jakob Nikolas Kather , Deborah Eskenazy , Stephen Gilbert

Histopathological evaluation of abdominal aortic aneurysms with deep learning.

medRxiv : the preprint server for health sciences
Avec: Fiona R Kolbinger , Omar S M El Nahhas , Maja Carina Nackenhorst , Christine Brostjan , Wolf Eilenberg , Albert Busch , Jakob Nikolas Kather

Artificial intelligence in histopathology: enhancing cancer research and clinical oncology.

Nature cancer
Avec: Artem Shmatko , Narmin Ghaffari Laleh , Moritz Gerstung , Jakob Nikolas Kather

Model soups improve performance of dermoscopic skin cancer classifiers.

European journal of cancer (Oxford, England : 1990)
Avec: Roman C Maron , Achim Hekler , Sarah Haggenmüller , Christof von Kalle , Jochen S Utikal , Verena Müller , Maria Gaiser , Friedegund Meier , Sarah Hobelsberger , Frank F Gellrich , Mildred Sergon , Axel Hauschild , Lars E French , Lucie Heinzerling , Justin G Schlager , Kamran Ghoreschi , Max Schlaak , Franz J Hilke , Gabriela Poch , Sören Korsing , Carola Berking , Markus V Heppt , Michael Erdmann , Sebastian Haferkamp , Dirk Schadendorf , Wiebke Sondermann , Matthias Goebeler , Bastian Schilling , Jakob N Kather , Stefan Fröhling , Daniel B Lipka , Eva Krieghoff-Henning , Titus J Brinker

Optical coherence tomography combined with convolutional neural networks can differentiate between intrahepatic cholangiocarcinoma and liver parenchyma ex vivo.

Journal of cancer research and clinical oncology
Avec: Laura I Wolff , Enno Hachgenei , Paul Goßmann , Mariia Druzenko , Maik Frye , Niels König , Robert H Schmitt , Alexandros Chrysos , Katharina Jöchle , Daniel Truhn , Jakob Nikolas Kather , Andreas Lambertz , Nadine T Gaisa , Danny Jonigk , Tom F Ulmer , Ulf P Neumann , Sven A Lang , Iakovos Amygdalos

Collaborative training of medical artificial intelligence models with non-uniform labels.

Scientific reports
Avec: Soroosh Tayebi Arasteh , Peter Isfort , Marwin Saehn , Gustav Mueller-Franzes , Firas Khader , Jakob Nikolas Kather , Christiane Kuhl , Sven Nebelung , Daniel Truhn

Deep learning trained on lymph node status predicts outcome from gastric cancer histopathology: a retrospective multicentric study.

European journal of cancer (Oxford, England : 1990)
Avec: Hannah S Muti , Christoph Röcken , Hans-Michael Behrens , Chiara M L Löffler , Nic G Reitsam , Bianca Grosser , Bruno Märkl , Daniel E Stange , Xiaofeng Jiang , Gregory P Velduizen , Daniel Truhn , Matthias P Ebert , Heike I Grabsch , Jakob N Kather

Validation of MSIntuit as an AI-based pre-screening tool for MSI detection from colorectal cancer histology slides.

Nature communications
Avec: Charlie Saillard , Rémy Dubois , Oussama Tchita , Nicolas Loiseau , Thierry Garcia , Aurélie Adriansen , Séverine Carpentier , Joelle Reyre , Diana Enea , Katharina von Loga , Aurélie Kamoun , Stéphane Rossat , Corentin Wiscart , Meriem Sefta , Michaël Auffret , Lionel Guillou , Arnaud Fouillet , Jakob Nikolas Kather , Magali Svrcek

Denoising diffusion probabilistic models for 3D medical image generation.

Scientific reports
Avec: Firas Khader , Gustav Müller-Franzes , Soroosh Tayebi Arasteh , Tianyu Han , Christoph Haarburger , Maximilian Schulze-Hagen , Philipp Schad , Sandy Engelhardt , Bettina Baeßler , Sebastian Foersch , Johannes Stegmaier , Christiane Kuhl , Sven Nebelung , Jakob Nikolas Kather , Daniel Truhn

Weakly Supervised Deep Learning in Radiology.

Radiology
Avec: Leo Misera , Gustav Müller-Franzes , Daniel Truhn , Jakob Nikolas Kather

A simple clinical score to reduce unnecessary testing for Puumala hantavirus.

PloS one
Avec: Justus Brockmann , Michael Kleines , Narmin Ghaffari Laleh , Jakob Nikolas Kather , Stephanie Wied , Jürgen Floege , Gerald S Braun

AI in Colorectal Cancer: From Patient Screening over Tailoring Treatment Decisions to Identification of Novel Biomarkers.

Digestion
Avec: Nic Gabriel Reitsam , Johanna S Enke , Kien Vu Trung , Bruno Märkl , Jakob Nikolas Kather

Privacy-preserving large language models for structured medical information retrieval.

NPJ digital medicine
Avec: Isabella Catharina Wiest , Dyke Ferber , Jiefu Zhu , Marko van Treeck , Sonja K Meyer , Radhika Juglan , Zunamys I Carrero , Daniel Paech , Jens Kleesiek , Matthias P Ebert , Daniel Truhn , Jakob Nikolas Kather

Artificial intelligence for contrast-enhanced ultrasound of the liver: a systematic review.

Digestion
Avec: James A Brooks , Michael Kallenbach , Iuliana-Pompilia Radu , Annalisa Berzigotti , Christoph F Dietrich , Jakob N Kather , Tom Luedde , Tobias P Seraphin

Prediction of homologous recombination deficiency from routine histology with attention-based multiple instance learning in nine different tumor types.

BMC biology
Avec: Chiara Maria Lavinia Loeffler , Omar S M El Nahhas , Hannah Sophie Muti , Zunamys I Carrero , Tobias Seibel , Marko van Treeck , Didem Cifci , Marco Gustav , Kevin Bretz , Nadine T Gaisa , Kjong-Van Lehmann , Alexandra Leary , Pier Selenica , Jorge S Reis-Filho , Nadina Ortiz-Bruechle , Jakob Nikolas Kather

High baseline soluble urokinase plasminogen activator receptor (suPAR) serum levels indicate adverse outcome after resection of pancreatic adenocarcinoma.

Carcinogenesis
Avec: Sven H Loosen , Frank Tacke , Niklas Püthe , Marcel Binneboesel , Georg Wiltberger , Patrick H Alizai , Jakob N Kather , Pia Paffenholz , Thomas Ritz , Alexander Koch , Frank Bergmann , Christian Trautwein , Thomas Longerich , Christoph Roderburg , Ulf P Neumann , Tom Luedde

Experimental Assessment of Color Deconvolution and Color Normalization for Automated Classification of Histology Images Stained with Hematoxylin and Eosin.

Cancers
Avec: Francesco Bianconi , Jakob N Kather , Constantino Carlos Reyes-Aldasoro

Robustness of convolutional neural networks in recognition of pigmented skin lesions.

European journal of cancer (Oxford, England : 1990)
Avec: Roman C Maron , Sarah Haggenmüller , Christof von Kalle , Jochen S Utikal , Friedegund Meier , Frank F Gellrich , Axel Hauschild , Lars E French , Max Schlaak , Kamran Ghoreschi , Heinz Kutzner , Markus V Heppt , Sebastian Haferkamp , Wiebke Sondermann , Dirk Schadendorf , Bastian Schilling , Achim Hekler , Eva Krieghoff-Henning , Jakob N Kather , Stefan Fröhling , Daniel B Lipka , Titus J Brinker

Deep learning can predict lymph node status directly from histology in colorectal cancer.

European journal of cancer (Oxford, England : 1990)
Avec: Lennard Kiehl , Sara Kuntz , Julia Höhn , Tanja Jutzi , Eva Krieghoff-Henning , Jakob N Kather , Tim Holland-Letz , Annette Kopp-Schneider , Jenny Chang-Claude , Alexander Brobeil , Christof von Kalle , Stefan Fröhling , Elizabeth Alwers , Hermann Brenner , Michael Hoffmeister , Titus J Brinker

Weakly supervised annotation-free cancer detection and prediction of genotype in routine histopathology.

The Journal of pathology
Avec: Peter Leonard Schrammen , Narmin Ghaffari Laleh , Amelie Echle , Daniel Truhn , Volkmar Schulz , Titus J Brinker , Hermann Brenner , Jenny Chang-Claude , Elizabeth Alwers , Alexander Brobeil , Matthias Kloor , Lara R Heij , Dirk Jäger , Christian Trautwein , Heike I Grabsch , Philip Quirke , Nicholas P West , Michael Hoffmeister , Jakob Nikolas Kather

Artificial Intelligence Can Cut Costs While Maintaining Accuracy in Colorectal Cancer Genotyping.

Frontiers in oncology
Avec: Alec J Kacew , Garth W Strohbehn , Loren Saulsberry , Neda Laiteerapong , Nicole A Cipriani , Jakob N Kather , Alexander T Pearson

Uncertainty Estimation in Medical Image Classification: Systematic Review.

JMIR medical informatics
Avec: Alexander Kurz , Katja Hauser , Hendrik Alexander Mehrtens , Eva Krieghoff-Henning , Achim Hekler , Jakob Nikolas Kather , Stefan Fröhling , Christof von Kalle , Titus Josef Brinker

Generalizable biomarker prediction from cancer pathology slides with self-supervised deep learning: A retrospective multi-centric study.

Cell reports. Medicine
Avec: Jan Moritz Niehues , Philip Quirke , Nicholas P West , Heike I Grabsch , Marko van Treeck , Yoni Schirris , Gregory P Veldhuizen , Gordon G A Hutchins , Susan D Richman , Sebastian Foersch , Titus J Brinker , Junya Fukuoka , Andrey Bychkov , Wataru Uegami , Daniel Truhn , Hermann Brenner , Alexander Brobeil , Michael Hoffmeister , Jakob Nikolas Kather

Using Machine Learning to Reduce the Need for Contrast Agents in Breast MRI through Synthetic Images.

Radiology
Avec: Gustav Müller-Franzes , Luisa Huck , Soroosh Tayebi Arasteh , Firas Khader , Tianyu Han , Volkmar Schulz , Ebba Dethlefsen , Jakob Nikolas Kather , Sven Nebelung , Teresa Nolte , Christiane Kuhl , Daniel Truhn

Direct prediction of Homologous Recombination Deficiency from routine histology in ten different tumor types with attention-based Multiple Instance Learning: a development and validation study.

medRxiv : the preprint server for health sciences
Avec: Chiara Maria Lavinia Loeffler , Omar S M El Nahhas , Hannah Sophie Muti , Tobias Seibel , Didem Cifci , Marko van Treeck , Marco Gustav , Zunamys I Carrero , Nadine T Gaisa , Kjong-Van Lehmann , Alexandra Leary , Pier Selenica , Jorge S Reis-Filho , Nadina Ortiz Bruechle , Jakob Nikolas Kather

Machine learning in the identification of prognostic DNA methylation biomarkers among patients with cancer: A systematic review of epigenome-wide studies.

Artificial intelligence in medicine
Avec: Tanwei Yuan , Dominic Edelmann , Ziwen Fan , Elizabeth Alwers , Jakob Nikolas Kather , Hermann Brenner , Michael Hoffmeister

Fibroglandular tissue segmentation in breast MRI using vision transformers: a multi-institutional evaluation.

Scientific reports
Avec: Gustav Müller-Franzes , Fritz Müller-Franzes , Luisa Huck , Vanessa Raaff , Eva Kemmer , Firas Khader , Soroosh Tayebi Arasteh , Teresa Lemainque , Jakob Nikolas Kather , Sven Nebelung , Christiane Kuhl , Daniel Truhn

Medical transformer for multimodal survival prediction in intensive care: integration of imaging and non-imaging data.

Scientific reports
Avec: Firas Khader , Jakob Nikolas Kather , Gustav Müller-Franzes , Tianci Wang , Tianyu Han , Soroosh Tayebi Arasteh , Karim Hamesch , Keno Bressem , Christoph Haarburger , Johannes Stegmaier , Christiane Kuhl , Sven Nebelung , Daniel Truhn

Multimodal Deep Learning for Integrating Chest Radiographs and Clinical Parameters: A Case for Transformers.

Radiology
Avec: Firas Khader , Gustav Müller-Franzes , Tianci Wang , Tianyu Han , Soroosh Tayebi Arasteh , Christoph Haarburger , Johannes Stegmaier , Keno Bressem , Christiane Kuhl , Sven Nebelung , Jakob Nikolas Kather , Daniel Truhn

Regression-based Deep-Learning predicts molecular biomarkers from pathology slides.

Nature communications
Avec: Omar S M El Nahhas , Chiara M L Loeffler , Zunamys I Carrero , Marko van Treeck , Fiona R Kolbinger , Katherine J Hewitt , Hannah S Muti , Mara Graziani , Qinghe Zeng , Julien Calderaro , Nadina Ortiz-Brüchle , Tanwei Yuan , Michael Hoffmeister , Hermann Brenner , Alexander Brobeil , Jorge S Reis-Filho , Jakob Nikolas Kather

End-to-end prognostication in colorectal cancer by deep learning: a retrospective, multicentre study.

The Lancet. Digital health
Avec: Xiaofeng Jiang , Michael Hoffmeister , Hermann Brenner , Hannah Sophie Muti , Tanwei Yuan , Sebastian Foersch , Nicholas P West , Alexander Brobeil , Jitendra Jonnagaddala , Nicholas Hawkins , Robyn L Ward , Titus J Brinker , Oliver Lester Saldanha , Jia Ke , Wolfram Müller , Heike I Grabsch , Philip Quirke , Daniel Truhn , Jakob Nikolas Kather

Weakly supervised deep learning predicts immunotherapy response in solid tumors based on PD-L1 expression.

Cancer research communications
Avec: Marta Ligero , Garazi Serna , Omar S M El Nahhas , Irene Sansano , Siarhei Mauchanski , Cristina Viaplana , Julien Calderaro , Rodrigo A Toledo , Rodrigo Dienstmann , Rami S Vanguri , Jennifer L Sauter , Francisco Sanchez-Vega , Sohrab P Shah , Santiago Ramón Y Cajal , Elena Garralda , Paolo Nuciforo , Raquel Perez-Lopez , Jakob Nikolas Kather

Large language models and multimodal foundation models for precision oncology.

NPJ precision oncology
Avec: Daniel Truhn , Jan-Niklas Eckardt , Dyke Ferber , Jakob Nikolas Kather

Deep learning in cancer genomics and histopathology.

Genome medicine
Avec: Michaela Unger , Jakob Nikolas Kather

Novel biomarker SARIFA in colorectal cancer: highly prognostic, not genetically driven and histologic indicator of a distinct tumor biology.

Cancer gene therapy
Avec: Nic G Reitsam , Veselin Grozdanov , Chiara M L Löffler , Hannah S Muti , Bianca Grosser , Jakob N Kather , Bruno Märkl

CpG-biomarkers in tumor tissue and prediction models for the survival of colorectal cancer: A systematic review and external validation study.

Critical reviews in oncology/hematology
Avec: Tanwei Yuan , Dominic Edelmann , Jakob N Kather , Ziwen Fan , Katrin E Tagscherer , Wilfried Roth , Melanie Bewerunge-Hudler , Alexander Brobeil , Matthias Kloor , Hendrik Bläker , Barbara Burwinkel , Hermann Brenner , Michael Hoffmeister

Deep learning for dual detection of microsatellite instability and POLE mutations in colorectal cancer histopathology.

NPJ precision oncology
Avec: Marco Gustav , Nic Gabriel Reitsam , Zunamys I Carrero , Chiara M L Loeffler , Marko van Treeck , Tanwei Yuan , Nicholas P West , Philip Quirke , Titus J Brinker , Hermann Brenner , Loëtitia Favre , Bruno Märkl , Albrecht Stenzinger , Alexander Brobeil , Michael Hoffmeister , Julien Calderaro , Anaïs Pujals , Jakob Nikolas Kather

LLM-AIx: An open source pipeline for Information Extraction from unstructured medical text based on privacy preserving Large Language Models.

medRxiv : the preprint server for health sciences
Avec: Isabella Catharina Wiest , Fabian Wolf , Marie-Elisabeth Leßmann , Marko van Treeck , Dyke Ferber , Jiefu Zhu , Heiko Boehme , Keno K Bressem , Hannes Ulrich , Matthias P Ebert , Jakob Nikolas Kather

A future role for health applications of large language models depends on regulators enforcing safety standards.

The Lancet. Digital health
Avec: Oscar Freyer , Isabella Catharina Wiest , Jakob Nikolas Kather , Stephen Gilbert

Réseau de co-auteurs

Jakob N Kather 23 collaborations
Daniel Truhn 18 collaborations
Titus J Brinker 15 collaborations
Hermann Brenner 11 collaborations
Michael Hoffmeister 11 collaborations
Marko van Treeck 10 collaborations
Nadine T Gaisa 9 collaborations
Stefan Fröhling 9 collaborations
Sven Nebelung 8 collaborations
Christiane Kuhl 8 collaborations
Narmin Ghaffari Laleh 7 collaborations
Lara R Heij 7 collaborations
Christian Trautwein 7 collaborations
Alexander T Pearson 7 collaborations
Achim Hekler 7 collaborations
Eva Krieghoff-Henning 7 collaborations
Christof von Kalle 7 collaborations
Hannah Sophie Muti 7 collaborations
Heike I Grabsch 7 collaborations
Tom Luedde 7 collaborations
Gustav Müller-Franzes 7 collaborations
Firas Khader 7 collaborations
Soroosh Tayebi Arasteh 7 collaborations
Alexander Brobeil 7 collaborations
Sarah Haggenmüller 6 collaborations
Kamran Ghoreschi 6 collaborations
Sebastian Haferkamp 6 collaborations
Dirk Schadendorf 6 collaborations
Axel Hauschild 6 collaborations
Amelie Echle 5 collaborations
Nicholas P West 5 collaborations
Oliver Lester Saldanha 5 collaborations
Philip Quirke 5 collaborations
Chiara Maria Lavinia Loeffler 5 collaborations
Roman C Maron 5 collaborations
Jochen S Utikal 5 collaborations
Heinz Kutzner 5 collaborations
Friedegund Meier 5 collaborations
Bastian Schilling 5 collaborations
Wiebke Sondermann 5 collaborations
Ulf P Neumann 5 collaborations
Peter Boor 5 collaborations
Bruno Märkl 5 collaborations
Dirk Jäger 5 collaborations
Tianyu Han 5 collaborations
Omar S M El Nahhas 5 collaborations
Zunamys I Carrero 5 collaborations
Tanwei Yuan 5 collaborations
Lars E French 4 collaborations
Frank F Gellrich 4 collaborations
Markus V Heppt 4 collaborations
Max Schlaak 4 collaborations
Daniel B Lipka 4 collaborations
Sven H Loosen 4 collaborations
Dyke Ferber 4 collaborations
Hannah S Muti 4 collaborations
Jenny Chang-Claude 4 collaborations
Elizabeth Alwers 4 collaborations
Nadina Ortiz Bruechle 3 collaborations
Sara Kochanny 3 collaborations
Carola Berking 3 collaborations
Matthias Goebeler 3 collaborations
Lucie Heinzerling 3 collaborations
Franz J Hilke 3 collaborations
Sarah Hobelsberger 3 collaborations
Dieter Krahl 3 collaborations
Gabriela Poch 3 collaborations
Justin G Schlager 3 collaborations
Mildred Sergon 3 collaborations
Xiaofeng Jiang 3 collaborations
Frank Tacke 3 collaborations
Christoph Roderburg 3 collaborations
Thomas Longerich 3 collaborations
Roman D Buelow 3 collaborations
Chiara M L Loeffler 3 collaborations
Didem Cifci 3 collaborations
Jan M Niehues 3 collaborations
Matthias Kloor 3 collaborations
Stephen Gilbert 3 collaborations
Nic G Reitsam 3 collaborations
Bianca Grosser 3 collaborations
Niels Halama 3 collaborations
Max Schmitt 3 collaborations
Volkmar Schulz 3 collaborations
Matthias P Ebert 3 collaborations
Christoph Haarburger 3 collaborations
Sebastian Foersch 3 collaborations
Johannes Stegmaier 3 collaborations
Isabella Catharina Wiest 3 collaborations
Marco Gustav 3 collaborations
Jorge S Reis-Filho 3 collaborations
Julien Calderaro 3 collaborations
Heike Irmgard Grabsch 2 collaborations
Max Jung 2 collaborations
Michael Rose 2 collaborations
Ruth Knuechel 2 collaborations
Frederick M Howard 2 collaborations
Jefree Schulte 2 collaborations
Stephan A Braun 2 collaborations
Gerardo Ferrara 2 collaborations
Mar Llamas-Velasco 2 collaborations
Antonio Perasole 2 collaborations
Hans Starz 2 collaborations
Iakovos Amygdalos 2 collaborations
Jia Ke 2 collaborations
Mark Luedde 2 collaborations
Verena Keitel 2 collaborations
Mathias Heikenwalder 2 collaborations
Alexander Kurz 2 collaborations
Jochen Sven Utikal 2 collaborations
Tobias Paul Seraphin 2 collaborations
Chiara Loeffler 2 collaborations
Jan Moritz Niehues 2 collaborations
Tobias P Seraphin 2 collaborations
Siddhi Ramesh 2 collaborations
Daniel Paech 2 collaborations
Yoni Schirris 2 collaborations
Katherine J Hewitt 2 collaborations
Gregory P Veldhuizen 2 collaborations
Moritz Gerstung 2 collaborations
Faisal Mahmood 2 collaborations
Veselin Grozdanov 2 collaborations
Christoph Wies 2 collaborations
Jesus M Banales 2 collaborations
Jeremias Krause 2 collaborations
Jürgen Floege 2 collaborations
Nicole A Cipriani 2 collaborations
Xiuxiang Tan 2 collaborations
Shivan Sivakumar 2 collaborations
Steven W M Olde Damink 2 collaborations
Sven Lang 2 collaborations
Merel R Aberle 2 collaborations
Jan Bednarsch 2 collaborations
Georg Wiltberger 2 collaborations
Julia Höhn 2 collaborations
Markus Heppt 2 collaborations
Tanja Jutzi 2 collaborations
Titus Josef Brinker 2 collaborations
Lennard Kiehl 2 collaborations
Sören Korsing 2 collaborations
Michael Erdmann 2 collaborations
Fiona R Kolbinger 2 collaborations
Chiara M L Löffler 2 collaborations
Nic Gabriel Reitsam 2 collaborations
Jiefu Zhu 2 collaborations
Tobias Seibel 2 collaborations
Kjong-Van Lehmann 2 collaborations
Alexandra Leary 2 collaborations
Pier Selenica 2 collaborations
Luisa Huck 2 collaborations
Dominic Edelmann 2 collaborations
Ziwen Fan 2 collaborations
Tianci Wang 2 collaborations
Keno Bressem 2 collaborations
Scarlet Brockmoeller 1 collaboration
Susanne Eiholm 1 collaboration
Marie Louise Malmstrøm 1 collaboration
Tine Plato Kuhlmann 1 collaboration
Katarina Levic 1 collaboration
Katerina Kouvidi 1 collaboration
Aurora Bono 1 collaboration
Ismayil Gögenür 1 collaboration
Lancelot Seillier 1 collaboration
James Dolezal 1 collaboration
Heather Chen 1 collaboration
Lara Heij 1 collaboration
Dezheng Huo 1 collaboration
Rita Nanda 1 collaboration
Olufunmilayo I Olopade 1 collaboration
Nicole Cipriani 1 collaboration
Robert L Grossman 1 collaboration
Catarina Barata 1 collaboration
Raymond L Barnhill 1 collaboration
Helmut Beltraminelli 1 collaboration
Brigid Betz-Stablein 1 collaboration
Andreas Blum 1 collaboration
Richard Carr 1 collaboration
Marc Combalia 1 collaboration
Maria-Teresa Fernandez-Figueras 1 collaboration
Sylvie Fraitag 1 collaboration
Pascale Guitera 1 collaboration
Holger A Haenssle 1 collaboration
Aimilios Lallas 1 collaboration
Konstantinos Liopyris 1 collaboration
Josep Malvehy 1 collaboration
Cornelia S L Müller 1 collaboration
Alexander A Navarini 1 collaboration
Cristián Navarrete-Dechent 1 collaboration
Sebastian Podlipnik 1 collaboration
Luis Requena 1 collaboration
Veronica M Rotemberg 1 collaboration
Andrea Saggini 1 collaboration
Omar P Sangueza 1 collaboration
Carlos Santonja 1 collaboration
H Peter Soyer 1 collaboration
Wilhelm Stolz 1 collaboration
Esmeralda Vale 1 collaboration
Wolfgang Weyers 1 collaboration
Alexander Zink 1 collaboration
Harald Kittler 1 collaboration
Hengyu Zhao 1 collaboration
Sven Arke Lang 1 collaboration
Xiaojian Wu 1 collaboration
Xiaochun Meng 1 collaboration
Mihael Vucur 1 collaboration
Ahmed Ghallab 1 collaboration
Anne T Schneider 1 collaboration
Arlind Adili 1 collaboration
Mingbo Cheng 1 collaboration
Mirco Castoldi 1 collaboration
Michael T Singer 1 collaboration
Veronika Büttner 1 collaboration
Leonie S Keysberg 1 collaboration
Lena Küsgens 1 collaboration
Marlene Kohlhepp 1 collaboration
Boris Görg 1 collaboration
Suchira Gallage 1 collaboration
Jose Efren Barragan Avila 1 collaboration
Kristian Unger 1 collaboration
Claus Kordes 1 collaboration
Anne-Laure Leblond 1 collaboration
Wiebke Albrecht 1 collaboration
Carolin Lohr 1 collaboration
Markus S Jördens 1 collaboration
Anne Babler 1 collaboration
Sikander Hayat 1 collaboration
David Schumacher 1 collaboration
Maria T Koenen 1 collaboration
Olivier Govaere 1 collaboration
Mark V Boekschoten 1 collaboration
Simone Jörs 1 collaboration
Carlos Villacorta-Martin 1 collaboration
Vincenzo Mazzaferro 1 collaboration
Josep M Llovet 1 collaboration
Ralf Weiskirchen 1 collaboration
Patrick Starlinger 1 collaboration
Michael Trauner 1 collaboration
Johannes G Bode 1 collaboration
Rebekka K Schneider 1 collaboration
Bodo Levkau 1 collaboration
Twan Lammers 1 collaboration
Georg Fluegen 1 collaboration
Theodore Alexandrov 1 collaboration
Amy L Collins 1 collaboration
Glyn Nelson 1 collaboration
Fiona Oakley 1 collaboration
Derek A Mann 1 collaboration
Achim Weber 1 collaboration
Augusto Villanueva 1 collaboration
Andre L Samson 1 collaboration
James M Murphy 1 collaboration
Rafael Kramann 1 collaboration
Fabian Geisler 1 collaboration
Ivan G Costa 1 collaboration
Jan G Hengstler 1 collaboration
Raymond Barnhill 1 collaboration
Maria Teresa Fernandez Figueras 1 collaboration
Lucas Schneider 1 collaboration
Pascal Scheider 1 collaboration
Zdenek Provaznik 1 collaboration
Daniel Mendelsohn 1 collaboration
Filip Berisha 1 collaboration
Christina Magnussen 1 collaboration
Dirk Westermann 1 collaboration
Christoph Brochhausen 1 collaboration
Samuel Sossalla 1 collaboration
Julia Grajek 1 collaboration
Jan Poleszczuk 1 collaboration
Hannah Muti 1 collaboration
None None 1 collaboration
Katherine Jane Hewitt 1 collaboration
Gregory Patrick Veldhuizen 1 collaboration
Salim Arslan 1 collaboration
Julian Schmidt 1 collaboration
Cher Bass 1 collaboration
Debapriya Mehrotra 1 collaboration
Andre Geraldes 1 collaboration
Shikha Singhal 1 collaboration
Julius Hense 1 collaboration
Xiusi Li 1 collaboration
Pandu Raharja-Liu 1 collaboration
Oscar Maiques 1 collaboration
Pahini Pandya 1 collaboration
Francesco Tucci 1 collaboration
Arvydas Laurinavicius 1 collaboration
Catarina Eloy 1 collaboration
Nils C Lehnen 1 collaboration
Franziska Dorn 1 collaboration
Isabella C Wiest 1 collaboration
Hanna Zimmermann 1 collaboration
Alexander Radbruch 1 collaboration
Sophia Janine Wagner 1 collaboration
Michael Jendrusch 1 collaboration
Laura Zigutyte 1 collaboration
David Liu 1 collaboration
Marzyeh Ghassemi 1 collaboration
James Zou 1 collaboration
Diego Chowell 1 collaboration
Jonas Teuwen 1 collaboration
Hernan Inojosa 1 collaboration
Isabel Voigt 1 collaboration
Judith Wenk 1 collaboration
Isabella Wiest 1 collaboration
Dario Antweiler 1 collaboration
Eva Weicken 1 collaboration
Katja Akgün 1 collaboration
Tjalf Ziemssen 1 collaboration
Divya Choudhury 1 collaboration
James M Dolezal 1 collaboration
Emma Dyer 1 collaboration
Jayson R Margalus 1 collaboration
Amelia Schroeder 1 collaboration
Marina C Garassino 1 collaboration
David F Steiner 1 collaboration
Ellery Wulczyn 1 collaboration
Vincenzo L'Imperio 1 collaboration
Markus Plass 1 collaboration
Heimo Müller 1 collaboration
Kurt Zatloukal 1 collaboration
Nicolas Carl 1 collaboration
Franziska Schramm 1 collaboration
Martin J Hetz 1 collaboration
Maurice Stephan Michel 1 collaboration
Frederik Wessels 1 collaboration
Meggy Suarez-Carmona 1 collaboration
Pornpimol Chaorentong 1 collaboration
Rebecca Rothenheber 1 collaboration
Azaz Ahmed 1 collaboration
Anna Berthel 1 collaboration
Anita Heinzelmann 1 collaboration
Rodrigo Moraleda 1 collaboration
Nektarios A Valous 1 collaboration
Zeynep Kosaloglu 1 collaboration
Rosa Eurich 1 collaboration
Jana Wolf 1 collaboration
Silke Grauling-Halama 1 collaboration
Michael Hundemer 1 collaboration
Felix Lasitschka 1 collaboration
Fee Klupp 1 collaboration
Christoph Kahlert 1 collaboration
Alexis Ulrich 1 collaboration
Martin Schneider 1 collaboration
Christine Falk 1 collaboration
Inka Zoernig 1 collaboration
Christin Elßner 1 collaboration
Benjamin Goeppert 1 collaboration
Anna-Lena Scherr 1 collaboration
Jan Stindt 1 collaboration
Lahiri Kanth Nanduri 1 collaboration
Christian Rupp 1 collaboration
Nathalie Schmitt 1 collaboration
Nicole Kautz 1 collaboration
Kai Breuhahn 1 collaboration
Lars Ismail 1 collaboration
Danijela Heide 1 collaboration
Jenny Hetzer 1 collaboration
María García-Beccaria 1 collaboration
Nadine Hövelmeyer 1 collaboration
Ari Waisman 1 collaboration
Toni Urbanik 1 collaboration
Sebastian Mueller 1 collaboration
Georg Gdynia 1 collaboration
Stephanie Roessler 1 collaboration
Peter Schirmacher 1 collaboration
Sebastian Schölch 1 collaboration
Henning Schulze-Bergkamen 1 collaboration
Bruno Christian Köhler 1 collaboration
Alexander Marx 1 collaboration
Ulf Peter Neumann 1 collaboration
Takaki Yoshikawa 1 collaboration
Marc-Andre Schulz 1 collaboration
B T Thomas Yeo 1 collaboration
Joshua T Vogelstein 1 collaboration
Janaina Mourao-Miranada 1 collaboration
Konrad Kording 1 collaboration
Blake Richards 1 collaboration
Danilo Bzdok 1 collaboration
Jesper Kers 1 collaboration
Roman D Bülow 1 collaboration
Barbara M Klinkhammer 1 collaboration
Gerben E Breimer 1 collaboration
Francesco Fontana 1 collaboration
Adeyemi Adefidipe Abiola 1 collaboration
Rianne Hofstraat 1 collaboration
Garry L Corthals 1 collaboration
Hessel Peters-Sengers 1 collaboration
Sonja Djudjaj 1 collaboration
Saskia von Stillfried 1 collaboration
David L Hölscher 1 collaboration
Tobias T Pieters 1 collaboration
Arjan D van Zuilen 1 collaboration
Frederike J Bemelman 1 collaboration
Azam S Nurmohamed 1 collaboration
Maarten Naesens 1 collaboration
Joris J T H Roelofs 1 collaboration
Sandrine Florquin 1 collaboration
Tri Q Nguyen 1 collaboration
Julia Werner 1 collaboration
Raphael M Kronberg 1 collaboration
Pawel Stachura 1 collaboration
Philipp N Ostermann 1 collaboration
Lisa Müller 1 collaboration
Heiner Schaal 1 collaboration
Sanil Bhatia 1 collaboration
Arndt Borkhardt 1 collaboration
Aleksandra A Pandyra 1 collaboration
Karl S Lang 1 collaboration
Philipp A Lang 1 collaboration
Kai A J Sommer 1 collaboration
Peter Bankhead 1 collaboration
Loes F S Kooreman 1 collaboration
Jefree J Schulte 1 collaboration
Nadi-Na Ortiz-Brüchle 1 collaboration
Andrew M Hanby 1 collaboration
Valerie Speirs 1 collaboration
Akash Patnaik 1 collaboration
Andrew Srisuwananukorn 1 collaboration
Piet A van den Brandt 1 collaboration
Nicole Heussen 1 collaboration
Gregory van der Kroft 1 collaboration
Drolaiz H W Liu 1 collaboration
Jack P M Cleutjens 1 collaboration
Dominik P Modest 1 collaboration
Georg J Wiltberger 1 collaboration
Jan Niehues 1 collaboration
Judith de Vos-Geelen 1 collaboration
Liselot Valkenburg-van Iersel 1 collaboration
Svetlana Kintsler 1 collaboration
Anjali Roeth 1 collaboration
Guangshan Hao 1 collaboration
Mariëlle E Coolsen 1 collaboration
Marcel den Dulk 1 collaboration
Jarne Koolen 1 collaboration
Frank Friedrich Gellrich 1 collaboration
Lars French 1 collaboration
Justin Gabriel Schlager 1 collaboration
Tabea Wilhelm 1 collaboration
Tanja B Jutzi 1 collaboration
Eva I Krieghoff-Henning 1 collaboration
Patrick Gholam 1 collaboration
Joachim Klode 1 collaboration
Franz Hilke 1 collaboration
Markus Tiemann 1 collaboration
Ulrike Wehkamp 1 collaboration
Michael Weichenthal 1 collaboration
David Nam 1 collaboration
Julius Chapiro 1 collaboration
Valerie Paradis 1 collaboration
Rocio I R Macias 1 collaboration
Vincenzo Cardinale 1 collaboration
Timothy J Kendall 1 collaboration
Matias A Avila 1 collaboration
Maria Guido 1 collaboration
Cedric Coulouarn 1 collaboration
Chiara Braconi 1 collaboration
Adam E Frampton 1 collaboration
John Bridgewater 1 collaboration
Diletta Overi 1 collaboration
Stephen P Pereira 1 collaboration
Marco Rengo 1 collaboration
Angela Lamarca 1 collaboration
Federica Pedica 1 collaboration
Alejandro Forner 1 collaboration
Juan W Valle 1 collaboration
Eugenio Gaudio 1 collaboration
Domenico Alvaro 1 collaboration
Guido Carpino 1 collaboration
Ming Y Lu 1 collaboration
Rupert Langer 1 collaboration
Bastian Dislich 1 collaboration
Konstantin Drexler 1 collaboration
Mahshad Lotfinia 1 collaboration
Bouchra Derraz 1 collaboration
Gabriele Breda 1 collaboration
Christoph Kaempf 1 collaboration
Franziska Baenke 1 collaboration
Fabienne Cotte 1 collaboration
Kristin Reiche 1 collaboration
Ulrike Köhl 1 collaboration
Deborah Eskenazy 1 collaboration
Maja Carina Nackenhorst 1 collaboration
Christine Brostjan 1 collaboration
Wolf Eilenberg 1 collaboration
Albert Busch 1 collaboration
Artem Shmatko 1 collaboration
Verena Müller 1 collaboration
Maria Gaiser 1 collaboration
Laura I Wolff 1 collaboration
Enno Hachgenei 1 collaboration
Paul Goßmann 1 collaboration
Mariia Druzenko 1 collaboration
Maik Frye 1 collaboration
Niels König 1 collaboration
Robert H Schmitt 1 collaboration
Alexandros Chrysos 1 collaboration
Katharina Jöchle 1 collaboration
Andreas Lambertz 1 collaboration
Danny Jonigk 1 collaboration
Tom F Ulmer 1 collaboration
Sven A Lang 1 collaboration
Peter Isfort 1 collaboration
Marwin Saehn 1 collaboration
Gustav Mueller-Franzes 1 collaboration
Christoph Röcken 1 collaboration
Hans-Michael Behrens 1 collaboration
Daniel E Stange 1 collaboration
Gregory P Velduizen 1 collaboration
Charlie Saillard 1 collaboration
Rémy Dubois 1 collaboration
Oussama Tchita 1 collaboration
Nicolas Loiseau 1 collaboration
Thierry Garcia 1 collaboration
Aurélie Adriansen 1 collaboration
Séverine Carpentier 1 collaboration
Joelle Reyre 1 collaboration
Diana Enea 1 collaboration
Katharina von Loga 1 collaboration
Aurélie Kamoun 1 collaboration
Stéphane Rossat 1 collaboration
Corentin Wiscart 1 collaboration
Meriem Sefta 1 collaboration
Michaël Auffret 1 collaboration
Lionel Guillou 1 collaboration
Arnaud Fouillet 1 collaboration
Magali Svrcek 1 collaboration
Maximilian Schulze-Hagen 1 collaboration
Philipp Schad 1 collaboration
Sandy Engelhardt 1 collaboration
Bettina Baeßler 1 collaboration
Leo Misera 1 collaboration
Justus Brockmann 1 collaboration
Michael Kleines 1 collaboration
Stephanie Wied 1 collaboration
Gerald S Braun 1 collaboration
Johanna S Enke 1 collaboration
Kien Vu Trung 1 collaboration
Sonja K Meyer 1 collaboration
Radhika Juglan 1 collaboration
Jens Kleesiek 1 collaboration
James A Brooks 1 collaboration
Michael Kallenbach 1 collaboration
Iuliana-Pompilia Radu 1 collaboration
Annalisa Berzigotti 1 collaboration
Christoph F Dietrich 1 collaboration
Kevin Bretz 1 collaboration
Nadina Ortiz-Bruechle 1 collaboration
Niklas Püthe 1 collaboration
Marcel Binneboesel 1 collaboration
Patrick H Alizai 1 collaboration
Pia Paffenholz 1 collaboration
Thomas Ritz 1 collaboration
Alexander Koch 1 collaboration
Frank Bergmann 1 collaboration
Francesco Bianconi 1 collaboration
Constantino Carlos Reyes-Aldasoro 1 collaboration
Sara Kuntz 1 collaboration
Tim Holland-Letz 1 collaboration
Annette Kopp-Schneider 1 collaboration
Peter Leonard Schrammen 1 collaboration
Alec J Kacew 1 collaboration
Garth W Strohbehn 1 collaboration
Loren Saulsberry 1 collaboration
Neda Laiteerapong 1 collaboration
Katja Hauser 1 collaboration
Hendrik Alexander Mehrtens 1 collaboration
Gordon G A Hutchins 1 collaboration
Susan D Richman 1 collaboration
Junya Fukuoka 1 collaboration
Andrey Bychkov 1 collaboration
Wataru Uegami 1 collaboration
Ebba Dethlefsen 1 collaboration
Teresa Nolte 1 collaboration
Fritz Müller-Franzes 1 collaboration
Vanessa Raaff 1 collaboration
Eva Kemmer 1 collaboration
Teresa Lemainque 1 collaboration
Karim Hamesch 1 collaboration
Mara Graziani 1 collaboration
Qinghe Zeng 1 collaboration
Nadina Ortiz-Brüchle 1 collaboration
Jitendra Jonnagaddala 1 collaboration
Nicholas Hawkins 1 collaboration
Robyn L Ward 1 collaboration
Wolfram Müller 1 collaboration
Marta Ligero 1 collaboration
Garazi Serna 1 collaboration
Irene Sansano 1 collaboration
Siarhei Mauchanski 1 collaboration
Cristina Viaplana 1 collaboration
Rodrigo A Toledo 1 collaboration
Rodrigo Dienstmann 1 collaboration
Rami S Vanguri 1 collaboration
Jennifer L Sauter 1 collaboration
Francisco Sanchez-Vega 1 collaboration
Sohrab P Shah 1 collaboration
Santiago Ramón Y Cajal 1 collaboration
Elena Garralda 1 collaboration
Paolo Nuciforo 1 collaboration
Raquel Perez-Lopez 1 collaboration
Jan-Niklas Eckardt 1 collaboration
Michaela Unger 1 collaboration
Katrin E Tagscherer 1 collaboration
Wilfried Roth 1 collaboration
Melanie Bewerunge-Hudler 1 collaboration
Hendrik Bläker 1 collaboration
Barbara Burwinkel 1 collaboration
Loëtitia Favre 1 collaboration
Albrecht Stenzinger 1 collaboration
Anaïs Pujals 1 collaboration
Fabian Wolf 1 collaboration
Marie-Elisabeth Leßmann 1 collaboration
Heiko Boehme 1 collaboration
Keno K Bressem 1 collaboration
Hannes Ulrich 1 collaboration
Oscar Freyer 1 collaboration