Jäger, Dirk

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

Kather, J. N., Pearson, A. T., Halama, N., Jäger, D., Krause, J., Loosen, S. H., Marx, A., Boor, P., Tacke, F., Neumann, U. P., et al. (2019) · Nature Medicine

AI in cancer detectionRadiomics and Machine Learning in Medical Imaging

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Nivolumab alone and nivolumab plus ipilimumab in recurrent small-cell lung cancer (CheckMate 032): a multicentre, open-label, phase 1/2 trial

Antonia, S. J., López-Martin, J. A., Bendell, J., Ott, P. A., Taylor, M., Eder, J. P., Jäger, D., Pietanza, M. C., Le, D. T., de Braud, F., et al. (2016) · The Lancet Oncology

Lung Cancer Research StudiesCancer Immunotherapy and Biomarkers

Cited by 1,244

Predicting survival from colorectal cancer histology slides using deep learning: A retrospective multicenter study

Kather, J. N., Krisam, J., Charoentong, P., Luedde, T., Herpel, E., Weis, C.-A., Gaiser, T., Marx, A., Valous, N. A., Ferber, D., et al. (2019) · PLOS Medicine

AI in cancer detectionRadiomics and Machine Learning in Medical Imaging

Cited by 1,082

Optimizing the outcomes of pancreatic cancer surgery

Strobel, O., Neoptolemos, J., Jäger, D., & Büchler, M. W. (2019) · Nature Reviews Clinical Oncology

Pancreatic and Hepatic Oncology ResearchPancreatitis Pathology and Treatment

Cited by 943

Key parameters of tumor epitope immunogenicity revealed through a consortium approach improve neoantigen prediction

Wells, D. K., van Buuren, M. M., Dang, K. K., Hubbard-Lucey, V. M., Sheehan, K. C. F., Campbell, K. M., Lamb, A., Ward, J. P., Sidney, J., Blazquez, A. B., et al. (2020) · Cell

vaccines and immunoinformatics approachesCancer Immunotherapy and Biomarkers

Cited by 538

Development and validation of deep learning classifiers to detect Epstein-Barr virus and microsatellite instability status in gastric cancer: a retrospective multicentre cohort study

Muti, H. S., Heij, L. R., Keller, G., Kohlruss, M., Langer, R., Dislich, B., Cheong, J.-H., Kim, Y.-W., Kim, H., Kook, M.-C., et al. (2021) · The Lancet Digital Health

AI in cancer detectionGastric Cancer Management and Outcomes

Cited by 126

GPT-4 for Information Retrieval and Comparison of Medical Oncology Guidelines

Ferber, D., Wiest, I. C., Wölflein, G., Ebert, M. P., Beutel, G., Eckardt, J.-N., Truhn, D., Springfeld, C., Jäger, D., & Kather, J. N. (2024) · NEJM AI

Artificial Intelligence in Healthcare and EducationClinical practice guidelines implementation

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Response to Anti-Programmed Cell Death Protein-1 Antibodies in Men Treated for Platinum Refractory Germ Cell Cancer Relapsed after High-Dose Chemotherapy and Stem Cell Transplantation

Zschäbitz, S., Lasitschka, F., Hadaschik, B., Hofheinz, R.-D., Jentsch-Ullrich, K., Grüner, M., Jäger, D., & Grüllich, C. (2017) · European Journal of Cancer

Cancer Immunotherapy and BiomarkersTesticular diseases and treatments

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