Georg Wölflein - Publications, H-index & Citations

Georg Wölflein

TUD Dresden University of Technology

8H指数

30论文数

414被引数

收录论文 6

发表时间

On-premise medical AI agents for reliable clinical decision-making 本地部署的医疗AI代理用于可靠的临床决策制定

Nature Medicine

IF50

2026-09-15

OAAI

Li Zhang; Georg Wölflein; Dyke Ferber; Junhao Liang; Zunamys I. Carrero; Xuewei Wu; Julien Vibert; Jan Clusmann; Lino Möhrmann; Elena E. Möhrmann; Catharina Wichmann; Fabian Wolf; Tim Lenz; Jakob Nikolas Kather

Towards autonomous medical artificial intelligence agents 迈向自主医疗人工智能代理

Nature

IF48.5

2026-06-17

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

Abnormality-Driven Representation Learning for Radiology Imaging 异常驱动型放射学影像表征学习

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT IV

IF0

2026-01-01

PREAI

Ligero, Marta; Lenz, Tim; Woelflein, Georg; El Nahhas, Omar S. M.; Truhn, Daniel; Kather, Jakob Nikolas

Leveraging knowledge for explainable AI in personalized cancer treatment: challenges and future directions 利用知识实现可解释性人工智能在个性化癌症治疗中的应用：挑战与未来方向

Frontiers in Digital Health

IF3.8

2025-09-29

OAAI

Emilia Daghir-Wojtkowiak†; Javier Alfaro†; Michele Mastromattei; Aleksander Palkowski; Mark Stares; Ana Roca-Umbert; Andraz Krajnc; Riccardo Leoni; Anne Boland; Aria Nourbaksh; Ashwin Kallor; Camille Ducki; Davide Venditti; Carla Montesano; Chiara Cipriani; Daniel Faria; Delphine Pflieger; Elisa Zago; Etienne Bardet; Filipa Serrano; Florian Jeanneret; Damien Alouges; Liangwei Yin; Elodine Coquelet; Apolline Bacquet; Francesco Bonchi; Francesco Maiorino; Francesco Torino; Georges Bedran; Jean-Alexandre Long; Laura Balbi; Laurent Guyon; Liana Bevilacqua; Manuel Fiorelli; Marie-Catherine Wagner; Mario Reyes; Mario Roselli; Marta Contreiras Silva; Michal Waleron; Nikolas Dovrolis; Odile Filhol-Cochet; In Hwa Um; Georg Wolflein; Patrícia Eugénio; Pauline Bazelle; Pavlos Golnas; Peter Thorpe; Pierluigi Bove; Piyush Borole; Roberta Bernardini; Rohit Kumar; Rosella Cicconi; Saskia Kaltenbrunner; Saverio Gravina; Simona Brezar; Stefan Symeonides; Steven McGinn; Susana Nunes; Ted Hupp; Yuri Gordienko; Dimitrios Varvaras; Sergii Stirenko; Luciano Xumerle; Stefania Mariani; Assilah Bouzit; Stéphane Gazut; Heiko Poth; Kyriakos Souliotis; Hector Katifelis; Elena Verzoni; Giuseppe Procopio; Sarah Schoch; Francisco Lupiáñez-Villanueva; Sandra Türk; Katarzyna Barud; Dimitri Koroliouk‡; Juan Caubet‡; Yamir Moreno‡; Jean-Luc Descotes‡; Christina Golna‡; Valentina Guadalupi‡; Paolo Garagnani‡; Maria Gazouli‡; Jean-François Deleuze‡; Frans Folkvord‡; Nikolaus Forgó‡; David J. Harrison‡; Håkan Axelson‡; Armando Stellato‡; Maurizio Mattei‡; Ajitha Rajan‡; Alexander Laird‡; Christophe Battail‡; Catia Pesquita‡; Fabio Massimo Zanzotto§

In-context learning enables multimodal large language models to classify cancer pathology images 上下文学习使多模态大语言模型能够对癌症病理图像进行分类

NATURE COMMUNICATIONS

IF15.7

2024-11-21

OAAI

Ferber, Dyke; Woelflein, Georg; Wiest, Isabella C.; Ligero, Marta; Sainath, Srividhya; Ghaffari Laleh, Narmin; El Nahhas, Omar S. M.; Mueller-Franzes, Gustav; Jaeger, Dirk; Truhn, Daniel; Kather, Jakob Nikolas

From whole-slide image to biomarker prediction: end-to-end weakly supervised deep learning in computational pathology 从全切片图像到生物标志物预测: 计算病理学中的端到端弱监督深度学习

NATURE PROTOCOLS

IF16

2024-09-16

PREAI

El Nahhas, Omar S. M.; van Treeck, Marko; Woelflein, Georg; Unger, Michaela; Ligero, Marta; Lenz, Tim; Wagner, Sophia J.; Hewitt, Katherine J.; Khader, Firas; Foersch, Sebastian; Truhn, Daniel; Kather, Jakob Nikolas

研究方向