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T

Tanwei Yuan

german cancer research center
H指数:20
被引数:2,803

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Deep learning-based H&E-derived risk scores in colorectal cancer: associations with tumour morphology, biology, and predicted drug response

基于深度学习的H&E衍生风险评分在结直肠癌中的应用：与肿瘤形态、生物学及预测药物反应的关联

Journal of Pathology
IF5.2
2026-02-011
OAAI
Reitsam, Nic G.; Jiang, Xiaofeng; Liang, Junhao; Grosser, Bianca; Grozdanov, Veselin; Loeffler, Chiara M. L.; Gustav, Marco; Lenz, Tim; Muti, Hannah S.; Carrero, Zunamys, I; West, Nicholas P.; Quirke, Philip; Foersch, Sebastian; Jesinghaus, Moritz; Muller, Wolfram; Yuan, Tanwei; Hoffmeister, Michael; Brenner, Hermann; Jonnagaddala, Jitendra; Hawkins, Nicholas J.; Ward, Robyn L.; Grabsch, Heike, I; Markl, Bruno; Kather, Jakob N.
HIBRID: histology-based risk-stratification with deep learning and ctDNA in colorectal cancer

HIBRID：基于组织学的结直肠癌风险分层，结合深度学习和ctDNA

Nature Communications
IF15.7
2025-08-140
OAAI
Chiara M. L. Loeffler; Hideaki Bando; Srividhya Sainath; Hannah Sophie Muti; Xiaofeng Jiang; Marko van Treeck; Nic Gabriel Reitsam; Zunamys I. Carrero; Asier Rabasco Meneghetti; Tomomi Nishikawa; Toshihiro Misumi; Saori Mishima; Daisuke Kotani; Hiroya Taniguchi; Ichiro Takemasa; Takeshi Kato; Eiji Oki; Yuan Tanwei; Wankhede Durgesh; Sebastian Foersch; Hermann Brenner; Michael Hoffmeister; Yoshiaki Nakamura; Takayuki Yoshino; Jakob Nikolas Kather
Identification and external validation of tumor DNA methylation panel for the recurrence risk stratification of stage II colon cancer

肿瘤DNA甲基化谱的鉴定及其在外部队列中对II期结肠癌复发风险分层的验证

TRANSLATIONAL ONCOLOGY
IF4.1
2025-07-010
PRE
Yuan, Tanwei; Edelmann, Dominic; Moreno, Victor; Georgii, Elisabeth; Sousa, Lisa Barros de Andrade e; Pelin, Helena; Jiang, Xiaofeng; Kather, Jakob Nikolas; Tagscherer, Katrin E.; Roth, Wilfried; Bewerunge-Hudler, Melanie; Brobeil, Alexander; Kloor, Matthias; Blaeker, Hendrik; Brenner, Hermann; Hoffmeister, Michael
Deep learning for dual detection of microsatellite instability and POLE mutations in colorectal cancer histopathology

深度学习用于结直肠癌组织病理微卫星不稳定性和POLE突变的双重检测

NPJ PRECISION ONCOLOGY
IF8
2024-05-232
OAAI
Gustav, Marco; Reitsam, Nic Gabriel; Carrero, Zunamys I.; Loeffler, Chiara M. L.; van Treeck, Marko; Yuan, Tanwei; West, Nicholas P.; Quirke, Philip; Brinker, Titus J.; Brenner, Hermann; Favre, Loetitia; Maerkl, Bruno; Stenzinger, Albrecht; Brobeil, Alexander; Hoffmeister, Michael; Calderaro, Julien; Pujals, Anais; Kather, Jakob Nikolas
Automated curation of large-scale cancer histopathology image datasets using deep learning

基于深度学习的大规模癌症组织病理学图像数据集的自动管理

HISTOPATHOLOGY
IF4.1
2024-02-262
OA
Hilgers, Lars; Laleh, Narmin Ghaffari; West, Nicholas P.; Westwood, Alice; Hewitt, Katherine J.; Quirke, Philip; Grabsch, Heike, I; Carrero, Zunamys, I; Matthaei, Emylou; Loeffler, Chiara M. L.; Brinker, Titus J.; Yuan, Tanwei; Brenner, Hermann; Brobeil, Alexander; Hoffmeister, Michael; Kather, Jakob Nikolas
Regression-based Deep-Learning predicts molecular biomarkers from pathology slides

基于回归的深度学习预测病理切片中的分子生物标志物

NATURE COMMUNICATIONS
IF15.7
2024-02-1011
OAAI
El Nahhas, Omar S. M.; Loeffler, Chiara M. L.; Carrero, Zunamys I.; van Treeck, Marko; Kolbinger, Fiona R.; Hewitt, Katherine J.; Muti, Hannah S.; Graziani, Mara; Zeng, Qinghe; Calderaro, Julien; Ortiz-Bruechle, Nadina; Yuan, Tanwei; Hoffmeister, Michael; Brenner, Hermann; Brobeil, Alexander; Reis-Filho, Jorge S.; Kather, Jakob Nikolas
Encrypted federated learning for secure decentralized collaboration in cancer image analysis

加密的联邦学习用于癌症图像分析中的安全分散协作

MEDICAL IMAGE ANALYSIS
IF11.8
2024-02-0115
OA
Truhn, Daniel; Arasteh, Soroosh Tayebi; Saldanha, Oliver Lester; Mueller-Franzes, Gustav; Khader, Firas; Quirke, Philip; West, Nicholas P.; Gray, Richard; Hutchins, Gordon G. A.; James, Jacqueline A.; Loughrey, Maurice B.; Salto-Tellez, Manuel; Brenner, Hermann; Brobeil, Alexander; Yuan, Tanwei; Chang-Claude, Jenny; Hoffmeister, Michael; Foersch, Sebastian; Han, Tianyu; Keil, Sebastian; Schulze-Hagen, Maximilian; Isfort, Peter; Bruners, Philipp; Kaissis, Georgios; Kuhl, Christiane; Nebelung, Sven; Kather, Jakob Nikolas
End-to-end prognostication in colorectal cancer by deep learning: a retrospective, multicentre study

深度学习对结直肠癌的端到端预后: 一项回顾性多中心研究

LANCET DIGITAL HEALTH
IF24.1
2024-01-0110
OAAI
Jiang, Xiaofeng; Hoffmeister, Michael; Brenner, Hermann; Muti, Hannah Sophie; Yuan, Tanwei; Foersch, Sebastian; West, Nicholas P.; Brobeil, Alexander; Jonnagaddala, Jitendra; Hawkins, Nicholas; Ward, Robyn L.; Brinker, Titus J.; Saldanha, Oliver Lester; Ke, Jia; Mueller, Wolfram; Grabsch, Heike, I; Quirke, Philip; Truhn, Daniel; Kather, Jakob Nikolas

研究方向

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邹华春
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M
Michael Hoffmeister
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