基本信息
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Bio
Johannes C. Paetzold is a postdoctoral researcher in computer science with Imperial College London. He is also the artificial intelligence team leader with the Institute for Tissue Engineering and Regenerative Medicine, Helmholtz Zentrum München. His main interests include development of deep learning and graph learning methods for large biological networks such as vessels and neurons. Further research interests include topology-aware machine learning and generative models.
Research Interests
Papers共 85 篇Author StatisticsCo-AuthorSimilar Experts
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CoRR (2024)
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The Journal of Privacy and Confidentialityno. 1 (2024)
Hailong He,Johannes C Paetzold, Nils Borner, Erik Riedel, Stefan Gerl,Simon Schneider, Chiara Fisher,Ivan Ezhov,Suprosanna Shit, Hongwei Li,Daniel Ruckert,Juan Aguirre,
IEEE transactions on medical imagingno. 6 (2024): 2074-2085
Alexander H. Berger,Laurin Lux,Suprosanna Shit,Ivan Ezhov,Georgios Kaissis,Martin J. Menten,Daniel Rueckert,Johannes C. Paetzold
CoRR (2024)
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arxiv(2024)
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Kaiyuan Yang, Fabio Musio, Yihui Ma,Norman Juchler,Johannes C Paetzold,Rami Al-Maskari, Luciano Höher,Hongwei Bran Li,Ibrahim Ethem Hamamci,Anjany Sekuboyina,Suprosanna Shit,Houjing Huang,
ArXiv (2024)
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Hongcheng Mai, Jie Luo,Luciano Hoeher,Rami Al-Maskari,Izabela Horvath,Ying Chen,Florian Kofler,Marie Piraud,Johannes C. C. Paetzold, Jennifer Modamio,Mihail Todorov,Markus Elsner,
NATURE BIOTECHNOLOGYno. 4 (2024): 617-627
NATURE METHODS (2024)
Alexander H. Berger,Nico Stucki,Laurin Lux, Vincent Buergin,Suprosanna Shit, Anna Banaszak,Daniel Rueckert,Ulrich Bauer,Johannes C. Paetzold
CoRR (2024)
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Author Statistics
#Papers: 88
#Citation: 964
H-Index: 12
G-Index: 30
Sociability: 6
Diversity: 0
Activity: 4
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