Jakob Nikolas Kather, MD, MSc
Jakob Nikolas Kather, MD, MSc
Else Kroener Fresenius Center for Digital Health, Technical University Dresden, Dresden, Germany
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Cited by
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Deep learning can predict microsatellite instability directly from histology in gastrointestinal cancer
JN Kather, AT Pearson, N Halama, D Jäger, J Krause, SH Loosen, A Marx, ...
Nature medicine 25 (7), 1054-1056, 2019
Predicting survival from colorectal cancer histology slides using deep learning: A retrospective multicenter study
JN Kather, J Krisam, P Charoentong, T Luedde, E Herpel, CA Weis, ...
PLoS medicine 16 (1), e1002730, 2019
Multi-class texture analysis in colorectal cancer histology
JN Kather, CA Weis, F Bianconi, SM Melchers, LR Schad, T Gaiser, ...
Scientific Reports 6, 27988, 2016
Pan-cancer image-based detection of clinically actionable genetic alterations
JN Kather, LR Heij, HI Grabsch, C Loeffler, A Echle, HS Muti, J Krause, ...
Nature cancer 1 (8), 789-799, 2020
Deep learning in cancer pathology: a new generation of clinical biomarkers
A Echle, NT Rindtorff, TJ Brinker, T Luedde, AT Pearson, JN Kather
British journal of cancer 124 (4), 686-696, 2021
Topography of cancer-associated immune cells in human solid tumors
JN Kather, M Suarez-Carmona, P Charoentong, CA Weis, D Hirsch, ...
Elife 7, e36967, 2018
Different scaling of linear models and deep learning in UKBiobank brain images versus machine-learning datasets
MA Schulz, BTT Yeo, JT Vogelstein, J Mourao-Miranada, JN Kather, ...
Nature communications 11 (1), 4238, 2020
Clinical-grade detection of microsatellite instability in colorectal tumors by deep learning
A Echle, HI Grabsch, P Quirke, PA van den Brandt, NP West, ...
Gastroenterology 159 (4), 1406-1416. e11, 2020
Genomics and emerging biomarkers for immunotherapy of colorectal cancer
JN Kather, N Halama, D Jaeger
Seminars in cancer biology 52, 189-197, 2018
The impact of site-specific digital histology signatures on deep learning model accuracy and bias
FM Howard, J Dolezal, S Kochanny, J Schulte, H Chen, L Heij, D Huo, ...
Nature communications 12 (1), 4423, 2021
In Silico Modeling of Immunotherapy and Stroma-Targeting Therapies in Human Colorectal CancerImmune Cell–Stroma Interactions in Colorectal Cancer
JN Kather, J Poleszczuk, M Suarez-Carmona, J Krisam, P Charoentong, ...
Cancer research 77 (22), 6442-6452, 2017
Skin cancer classification via convolutional neural networks: systematic review of studies involving human experts
S Haggenmüller, RC Maron, A Hekler, JS Utikal, C Barata, RL Barnhill, ...
European Journal of Cancer 156, 202-216, 2021
Harnessing the innate immune system and local immunological microenvironment to treat colorectal cancer
JN Kather, N Halama
British journal of cancer 120 (9), 871-882, 2019
Continuous representation of tumor microvessel density and detection of angiogenic hotspots in histological whole-slide images.
JN Kather, A Marx, CC Reyes-Aldasoro, LR Schad, FG Zollner, CA Weis
Oncotarget, 2015
100,000 histological images of human colorectal cancer and healthy tissue
JN Kather, N Halama, A Marx
Zenodo10 5281, 2018
Dimensionality reduction strategies for cnn-based classification of histopathological images
S Cascianelli, R Bello-Cerezo, F Bianconi, ML Fravolini, M Belal, ...
Intelligent Interactive Multimedia Systems and Services 2017 10, 21-30, 2018
Artificial intelligence-based pathology for gastrointestinal and hepatobiliary cancers
J Calderaro, JN Kather
Gut 70 (6), 1183-1193, 2021
Gastrointestinal cancer classification and prognostication from histology using deep learning: Systematic review
S Kuntz, E Krieghoff-Henning, JN Kather, T Jutzi, J Höhn, L Kiehl, ...
European Journal of Cancer 155, 200-215, 2021
Swarm learning for decentralized artificial intelligence in cancer histopathology
OL Saldanha, P Quirke, NP West, JA James, MB Loughrey, HI Grabsch, ...
Nature Medicine 28 (6), 1232-1239, 2022
Spatial structure governs the mode of tumour evolution
R Noble, D Burri, C Le Sueur, J Lemant, Y Viossat, JN Kather, ...
Nature ecology & evolution 6 (2), 207-217, 2022
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