基本信息
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职业迁徙
个人简介
Research Interests
Physics Motivated Deep Learning: Deep learning to solve inverse problems in pysics.
Medical Image Analysis: Analysis of 4D flow MRI.
Generative Modelling: Adversarial learning to model physical processes.
Baysian Deep learning: Uncertainty quantification in deep learning.
研究兴趣
论文共 79 篇作者统计合作学者相似作者
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Hongwei Bran Li,Fernando Navarro,Ivan Ezhov,Amirhossein Bayat,Dhritiman Das,Florian Kofler,Suprosanna Shit,Diana Waldmannstetter,Johannes C. Paetzold,Xiaobin Hu,Benedikt Wiestler,Lucas Zimmer,Tamaz Amiranashvili,Chinmay Prabhakar,Christoph Berger,Jonas Weidner, Michelle Alonso-Basant,Arif Rashid,Ujjwal Baid, Wesam Adel, Deniz Ali,Bhakti Baheti,Yingbin Bai, Ishaan Bhatt,Sabri Can Cetindag,Wenting Chen,Li Cheng, Prasad Dutand,Lara Dular,Mustafa A. Elattar,Ming Feng,Shengbo Gao,Henkjan Huisman, Weifeng Hu,Shubham Innani, Wei Jiat,Davood Karimi,Hugo J. Kuijf,Jin Tae Kwak,Hoang Long Le, Xiang Lia, Huiyan Lin,Tongliang Liu,Jun Ma,Kai Ma,Ting Ma,Ilkay Oksuz,Robbie Holland,Arlindo L. Oliveira,Jimut Bahan Pal, Xuan Pei,Maoying Qiao,Anindo Saha,Raghavendra Selvan,Linlin Shen,Joao Lourenco Silva,Ziga Spiclin,Sanjay Talbar,Dadong Wang,Wei Wang, Xiong Wang,Yin Wang, Ruiling Xia,Kele Xu, Yanwu Yan,Mert Yergin,Shuang Yu, Lingxi Zeng,YingLin Zhang, Jiachen Zhao,Yefeng Zheng, Martin Zukovec,Richard Do,Anton Becker,Amber Simpson,Ender Konukoglu,Andras Jakab,Spyridon Bakas,Leo Joskowicz,Bjoern Menze
CoRR (2024)
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Hailong He,Johannes C. Paetzold, Nils Boerner, Erik Riedel, Stefan Gerl,Simon Schneider, Chiara Fisher,Ivan Ezhov,Suprosanna Shit,Hongwei Li,Daniel Ruckert,Juan Aguirre,Tilo Biedermann,Ulf Darsow,Bjoern Menze,Vasilis Ntziachristos
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)
引用0浏览0EI引用
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Ezequiel de la Rosa,Mauricio Reyes,Sook-Lei Liew,Alexandre Hutton,Roland Wiest,Johannes Kaesmacher,Uta Hanning,Arsany Hakim, Richard Zubal,Waldo Valenzuela,David Robben,Diana M. Sima,Vincenzo Anania,Arne Brys,James A. Meakin, Anne Mickan,Gabriel Broocks,Christian Heitkamp,Shengbo Gao,Kongming Liang, Ziji Zhang,Md Mahfuzur Rahman Siddiquee,Andriy Myronenko,Pooya Ashtari,Sabine Van Huffel, Hyun-su Jeong,Chi-ho Yoon,Chulhong Kim,Jiayu Huo,Sebastien Ourselin,Rachel Sparks,Albert Clèrigues,Arnau Oliver,Xavier Lladó,Liam Chalcroft,Ioannis Pappas,Jeroen Bertels, Ewout Heylen, Juliette Moreau,Nima Hatami,Carole Frindel,Abdul Qayyum,Moona Mazher,Domenec Puig,Shao-Chieh Lin,Chun-Jung Juan, Tianxi Hu,Lyndon Boone,Maged Goubran,Yi-Jui Liu,Susanne Wegener,Florian Kofler,Ivan Ezhov,Suprosanna Shit,Moritz R. Hernandez Petzsche,Bjoern Menze,Jan S. Kirschke,Benedikt Wiestler
arXiv (Cornell University) (2024)
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,Chinmay Prabhakar,Ezequiel de la Rosa,Diana Waldmannstetter,Florian Kofler,Fernando Navarro,Martin Menten,Ivan Ezhov,Daniel Rueckert,Iris Vos,Ynte Ruigrok,Birgitta Velthuis,Hugo Kuijf, Julien Hämmerli, Catherine Wurster,Philippe Bijlenga,Laura Westphal,Jeroen Bisschop,Elisa Colombo, Hakim Baazaoui,Andrew Makmur,James Hallinan,Bene Wiestler,Jan S Kirschke,Roland Wiest,Emmanuel Montagnon,Laurent Letourneau-Guillon,Adrian Galdran,Francesco Galati,Daniele Falcetta,Maria A Zuluaga, Chaolong Lin, Haoran Zhao, Zehan Zhang, Sinyoung Ra, Jongyun Hwang,Hyunjin Park, Junqiang Chen,Marek Wodzinski,Henning Müller,Pengcheng Shi,Wei Liu,Ting Ma, Cansu Yalçin, Rachika E Hamadache,Joaquim Salvi,Xavier Llado, Uma Maria Lal-Trehan Estrada,Valeriia Abramova,Luca Giancardo,Arnau Oliver, Jialu Liu, Haibin Huang,Yue Cui,Zehang Lin, Yusheng Liu,Shunzhi Zhu,Tatsat R Patel,Vincent M Tutino,Maysam Orouskhani, Huayu Wang,Mahmud Mossa-Basha,Chengcheng Zhu,Maximilian R Rokuss,Yannick Kirchhoff,Nico Disch,Julius Holzschuh,Fabian Isensee,Klaus Maier-Hein, Yuki Sato,Sven Hirsch,Susanne Wegener,Bjoern Menze
ArXiv (2024)
The Journal of Machine Learning for Biomedical Imagingno. July 2024 (2024): 977-1002
Alexander H. Berger,Nico Stucki,Laurin Lux, Vincent Buergin,Suprosanna Shit, Anna Banaszak,Daniel Rueckert,Ulrich Bauer,Johannes C. Paetzold
Matthias Ivantsits,Leonid Goubergrits,Jan-Martin Kuhnigk, Markus Huellebrand, Jan Bruening,Tabea Kossen,Boris Pfahringer,Jens Schaller, Andreas Spuler,Titus Kuehne,Yizhuan Jia,Xuesong Li,Suprosanna Shit,Bjoern Menze,Ziyu Su,Jun Ma,Ziwei Nie,Kartik Jain,Yanfei Liu,Yi Lin, Anja Hennemuth
Medical image analysispp.103363-103363, (2024)
Ivan Ezhov,Kevin Scibilia,Luca Giannoni,Florian Kofler, Ivan Iliash, Felix Hsieh,Suprosanna Shit,Charly Caredda,Frédéric Lange,Bruno Montcel,Ilias Tachtsidis,Daniel Rueckert
JOURNAL OF BIOMEDICAL OPTICSno. 9 (2024)
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作者统计
#Papers: 79
#Citation: 1939
H-Index: 15
G-Index: 44
Sociability: 7
Diversity: 0
Activity: 3
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