Jakob Nikolas Kather - Technische Universitat Dresden

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职业迁徙

个人简介

Head of Clinical Artificial Intelligence at the Faculty of Medicine and the Faculty of Computer Science, Technical University Dresden, Germany. I develop computational modeling and deep learning methods for clinical problems in oncology

研究兴趣

论文共 310 篇作者统计合作学者相似作者

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Automatic Structuring of Radiology Reports with On-Premise Open-Source Large Language Models

Piotr Woźnicki, Caroline Laqua, Ina Fiku, Amar Hekalo,Daniel Truhn,Sandy Engelhardt,Jakob Kather,Sebastian Foersch,Tugba Akinci D’Antonoli,Daniel Pinto dos Santos,Bettina Baeßler,Fabian Christopher Laqua

EUROPEAN RADIOLOGY（2024）

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Converging Deep Learning and Human-Observed Tumor-Adipocyte Interaction As a Biomarker in Colorectal Cancer

Nic G. Reitsam,Bianca Grosser,David F. Steiner,Veselin Grozdanov,Ellery Wulczyn,Vincenzo L'Imperio,Markus Plass,Heimo Mueller,Kurt Zatloukal,Hannah S. Muti,Jakob N. Kather,Bruno Maerkl

COMMUNICATIONS MEDICINEno. 1 (2024)

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Autonomous Artificial Intelligence Agents for Clinical Decision Making in Oncology

Dyke Ferber,Omar S. M. El Nahhas,Georg Wölflein,Isabella C. Wiest,Jan Clusmann, Marie-Elisabeth Leßman,Sebastian Foersch,Jacqueline Lammert,Maximilian Tschochohei,Dirk Jäger,Manuel Salto-Tellez,Nikolaus Schultz,

CoRR (2024)

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A Guide to Artificial Intelligence for Cancer Researchers

Raquel Perez-Lopez,Narmin Ghaffari Laleh,Faisal Mahmood,Jakob Nikolas Kather

Nature Reviews Cancerno. 6 (2024): 427-441

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Abstract 6191: Simultaneous Prediction of Tumor Microenvironment Biomarkers from Pathology Slides Using Multi-Task Deep Regression

Omar S. El Nahhas, Marta Ligero,Jakob N. Kather

CANCER RESEARCHno. 6 (2024)

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Abstract 4924: Assessing Microsatellite Instability Dominance in Colorectal Cancer Phenotype: A Multi-Study Initiative Using Multi-Target Transformers for Genomic Biomarker Prediction

Marco Gustav,Marko van Treeck,Zunamys I. Carrero,Chiara M. Loeffler,Nic G. Reitsam,Bruno Markl, Asier Rabasco Meneghetti,Lisa A. Boardman,Amy J. French,Ellen L. Goode,Andrea Gsur,Stefanie Brezina,

CANCER RESEARCHno. 6 (2024)

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Using Multiple Real-World Dermoscopic Photographs of One Lesion Improves Melanoma Classification Via Deep Learning

Achim Hekler,Roman C. Maron,Sarah Haggenmüller,Max Schmitt,Christoph Wies,Jochen Utikal,Friedegund Meier,Sarah Hobelsberger,Frank Friedrich Gellrich,Mildred Sergon,Axel Hauschild, Lars E. French,

Journal of the American Academy of Dermatology (2024)

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Artificial intelligence

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

Cancer cell（2024）

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Galar, Ein Öffentlicher, Multizentrischer, Videokapselendoskopie-Datensatz Mit Multiplen Labeln

M. Le Floch, F. Wolf, L. McIntyre, C. Weinert, A. Palm, K. Volk, P. Herzog, S. H. Kirk, J. L. Steinhäuser, C. Stopp, M. E. Geissler, M. Herzog,

Zeitschrift für Gastroenterologie 78 Jahrestagung der DGVS mit Sektion Endoskopie Jahrestagung der D...（2024）

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Reporting Guidelines in Medical Artificial Intelligence: a Systematic Review and Meta-Analysis

Fiona R. Kolbinger,Gregory P. Veldhuizen,Jiefu Zhu,Daniel Truhn,Jakob Nikolas Kather

COMMUNICATIONS MEDICINEno. 1 (2024)

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