Jakob Nikolas Kather, MD, MSc
Jakob Nikolas Kather, MD, MSc
University Hospital RWTH Aachen and German Cancer Research Center (NCT/DKFZ), Heidelberg, Germany
Verified email at nct-heidelberg.de
Title
Cited by
Cited by
Year
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
2402019
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
2062016
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
1622019
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
902018
Genomics and emerging biomarkers for immunotherapy of colorectal cancer
JN Kather, N Halama, D Jaeger
Seminars in cancer biology 52, 189-197, 2018
582018
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
572020
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
502015
In silico modeling of immunotherapy and stroma-targeting therapies in human colorectal cancer
JN Kather, J Poleszczuk, M Suarez-Carmona, J Krisam, P Charoentong, ...
Cancer research 77 (22), 6442-6452, 2017
472017
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
302020
Dimensionality reduction strategies for cnn-based classification of histopathological images
S Cascianelli, R Bello-Cerezo, F Bianconi, ML Fravolini, M Belal, ...
International conference on intelligent interactive multimedia systems and …, 2018
292018
Angiopoietin-1 Is Regulated by miR-204 and Contributes to Corneal Neovascularization in KLEIP-Deficient Mice
JN Kather, J Friedrich, N Woik, C Sticht, N Gretz, HP Hammes, J Kroll
Investigative ophthalmology & visual science 55 (7), 4295-4303, 2014
282014
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
262019
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), 1-15, 2020
242020
Transgenic Mouse Models of Corneal Neovascularization: New Perspectives for Angiogenesis Research
JN Kather, J Kroll
Investigative ophthalmology & visual science 55 (11), 7637-7651, 2014
232014
Automatic evaluation of tumor budding in immunohistochemically stained colorectal carcinomas and correlation to clinical outcome
CA Weis, JN Kather, S Melchers, H Al-Ahmdi, MJ Pollheimer, C Langner, ...
Diagnostic pathology 13 (1), 1-12, 2018
202018
Serum levels of miR-29, miR-122, miR-155 and miR-192 are elevated in patients with cholangiocarcinoma
SH Loosen, G Lurje, G Wiltberger, M Vucur, A Koch, JN Kather, ...
PloS one 14 (1), e0210944, 2019
192019
Polyphonic sonification of electrocardiography signals for diagnosis of cardiac pathologies
JN Kather, T Hermann, Y Bukschat, T Kramer, LR Schad, FG Zöllner
Scientific Reports 7 (44549), 1-6, 2017
172017
High-throughput screening of combinatorial immunotherapies with patient-specific in silico models of metastatic colorectal cancer
JN Kather, P Charoentong, M Suarez-Carmona, E Herpel, F Klupp, ...
Cancer Research 78 (17), 5155-5163, 2018
162018
Rho guanine exchange factors in blood vessels: fine-tuners of angiogenesis and vascular function
JN Kather, J Kroll
Experimental cell research 319 (9), 1289-1297, 2013
162013
New Colors for Histology: Optimized Bivariate Color Maps Increase Perceptual Contrast in Histological Images
JN Kather, CA Weis, A Marx, AK Schuster, LR Schad, FG Zöllner
PLOS ONE 10 (12), e0145572, 2015
142015
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