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J

Jakob Nikolas Kather

Heidelberg University Hospital
H指数:71
被引数:1.9万

个人简介

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教育背景

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工作经历

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荣誉奖项

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Federated Learning for surgical vision in appendicitis classification: Results of the FedSurg EndoVis 2024 challenge

基于联邦学习的阑尾炎分类外科视觉：FedSurg EndoVis 2024挑战赛结果

Medical Image Analysis
IF11.8
2026-09-070
OAAI
Max Kirchner; Hanna Hoffmann; Alexander C. Jenke; Oliver L. Saldanha; Kevin Pfeiffer; Weam Kanjo; Julia Alekseenko; Claas de Boer; Santhi Raj Kolamuri; Lorenzo Mazza; Nicolas Padoy; Sophia Bano; Annika Reinke; Lena Maier-Hein; Danail Stoyanov; Jakob N. Kather; Fiona R. Kolbinger; Sebastian Bodenstedt; Stefanie Speidel
Pooled two-cohort MRI body composition phenotyping with open-source deep learning

基于开源深度学习的合并两队列MRI体型表型分析

Communications Medicine
IF6.3
2026-08-290
OA
Christian J. Mertens; Hartmut Häntze; Sebastian Ziegelmayer; Jakob Nikolas Kather; Daniel Truhn; Su Hwan Kim; Felix Busch; Dominik Weller; Benedikt Wiestler; Markus Graf; Fabian Bamberg; Christopher L. Schlett; Jakob B. Weiss; Steffen Ringhof; Elif Can; Jeanette Schulz-Menger; Thoralf Niendorf; Jacqueline Lammert; Isabel Molwitz; Avan Kader; Alessa Hering; Aymen Meddeb; Jawed Nawabi; Matthias B. Schulze; Thomas Keil; Stefan N. Willich; Lilian Krist; Martin Hadamitzky; Anke Hannemann; Florian Bassermann; Daniel Rueckert; Tobias Pischon; Alexander Hapfelmeier; Marcus R. Makowski; Keno K. Bressem; Lisa C. Adams
Safety and security of large language models in healthcare

大型语言模型在医疗保健中的安全性与保密性

Nature
IF48.5
2026-08-190
PRE
Jan Clusmann; Oscar Freyer; Max Ostermann; Dyke Ferber; Narmin Ghaffari Laleh; Lars Hilgers; Fiona R. Kolbinger; Carolin V. Schneider; Andrea Downing; Magdalena Katharina Wekenborg; Stephen Gilbert; Sebastian Foersch; Daniel Truhn; Isabella C. Wiest; Jakob Nikolas Kather
Clinician expertise and prompt engineering enhance cancer information extraction in electronic health records by small language models

临床医生专业知识和提示工程通过小型语言模型增强电子健康记录中的癌症信息提取

Communications Medicine
IF6.3
2026-07-160
OA
Federica Corso; Vittoria Peppoloni; Laura Mazzeo; Giuseppe Leone; Luana Passos; Vanja Mišković; Justin Armanini; Alberto Ferrarin; Isabella Catharina Wiest; Fabian Wolf; Giulia Montelatici; Rebecca Romanò; Paolo Ambrosini; Tommaso Capoccia; Stefano Natangelo; Simone Rota; Paola Andena; Marta De Ponti; Alessandra Russo; Giulia Stasi; Leonardo Provenzano; Andrea Spagnoletti; Marco Meazza Prina; Chiara Cavalli; Claudia Giani; Roberta Serino; Michele Borracino; Chiara Bonalume; Rosa Maria Di Mauro; Claudia Agosta; Andra Diana Dumitrascu; Giorgia Di Liberti; Giulia Corrao; Teresa Beninato; Monica Ganzinelli; Mario Occhipinti; Marta Brambilla; Claudia Proto; Jakob Nikolas Kather; Alessandra Laura Giulia Pedrocchi; Filippo De Braud; Giuseppe Lo Russo; Paolo Baili; Arsela Prelaj
A deep learning framework for efficient pathology image analysis

深度学习框架用于高效病理图像分析

Nature Communications
IF15.7
2026-07-010
OAAI
Peter Neidlinger; Tim Lenz; Sebastian Foersch; Chiara M. L. Loeffler; Jan Clusmann; Marco Gustav; Lawrence A. Shaktah; Rupert Langer; Bastian Dislich; Lisa A. Boardman; Amy J. French; Ellen L. Goode; Andrea Gsur; Stefanie Brezina; Marc J. Gunter; Robert Steinfelder; Hans-Michael Behrens; Christoph Röcken; Tabitha Harrison; Ulrike Peters; Amanda I. Phipps; Giuseppe Curigliano; Nicola Fusco; Antonio Marra; Michael Hoffmeister; Hermann Brenner; Jakob Nikolas Kather
Clinical decision support in hematological malignancies using a case-grounded AI agent

基于案例支持的AI代理在血液恶性肿瘤中的临床决策支持

Nature Medicine
IF50
2026-06-300
OAAI
Julian Zoller; Michael Kalz; Xuewei Wu; Sven Cuntz; Linus Kruk; Niklas Kehl; Julius J. Michel; Cornelius Funk; Sarah Richter; Tobias Tix; David Sedloev; Jonathan Naboschni; Jan H. Frenking; Silvia Barbosa; Oliver L. Saldanha; Alanna Kirschner; Anna D. Metzler; Antonia Schach; René Onken; Tim R. Wagner; Martin Dugas; Andreas Trumpp; Martin Dreyling; Michael von Bergwelt-Baildon; Kai Rejeski; Tim Sauer; Peter Dreger; Marc S. Raab; Carsten Müller-Tidow; Jakob N. Kather; Mirco J. Friedrich
Towards autonomous medical artificial intelligence agents

迈向自主医疗人工智能代理

Nature
IF48.5
2026-06-170
OAAI
Dyke Ferber; Lars Hilgers; Christiane Höper; Benedict Kinny-Köster; Jan-Niklas Eckardt; Katharina Egger-Heidrich; Marius Bill; Martin M. K. Schneider; Jan Clusmann; Lejla Kadric; Marcel Oehme; Maximilian Mayrhofer-Schmid; Alexander Oeser; Georg Wölflein; Isabella C. Wiest; Jan Moritz Middeke; A. John Iafrate; Daniel Truhn; Dirk Jäger; Jakob Nikolas Kather
Appendix300: Surgical video and patient metadata of 330 laparoscopic appendectomy cases from five institutions

附录300：330例腹腔镜阑尾切除术的手术视频及患者元数据，来自五家机构

Scientific Data
IF6.9
2026-06-120
OAAI
Fiona R. Kolbinger; Max Kirchner; Kevin Pfeiffer; Sebastian Bodenstedt; Alexander C. Jenke; Julia Barthel; Matthias Carstens; Karolin Dehlke; Sophia Dietz; Sotirios Emmanouilidis; Guido Fitze; Martin Freitag; Fabian Holderried; Thorsten Jacobi; Weam Kanjo; Linda Leitermann; Sören Torge Mees; Steffen Pistorius; Conrad Prudlo; Astrid Seiberth; Jurek Schultz; Karolin Thiel; Daniel Ziehn; Stefanie Speidel; Jürgen Weitz; Jakob Nikolas Kather; Marius Distler; Oliver Lester Saldanha

研究方向

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D
Daniel Truhn
H 指数:43论文数:391被引数:6,928
T
Titus J. Brinker
H 指数:46论文数:243被引数:8,954
H
Hermann Brenner
H 指数:202论文数:3,279被引数:32.4万
M
Michael Hoffmeister
H 指数:90论文数:1,098被引数:3.1万
S
Sebastian Foersch
H 指数:35论文数:148被引数:4,536
S
Sven Nebelung
H 指数:30论文数:268被引数:3,609
T
Tom Luedde
H 指数:86论文数:718被引数:3.9万
M
Marko van Treeck
H 指数:16论文数:72被引数:1,144
N
Narmin Ghaffari Laleh
H 指数:21论文数:42被引数:3,110
C
Christiane Kühl
H 指数:78论文数:836被引数:2.8万