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Fabian Isensee

division of medical image computing

38H指数
201论文数
1.6W被引数
收录论文 39
发表时间
MemBrain v2: an end-to-end tool for the analysis of membranes in cryo-electron tomographyMemBrain v2:一种用于分析冷冻电子断层扫描中膜结构的全流程工具
err2026-09-08
err0
errOAAI
errLorenz Lamm; Simon Zufferey; Hanyi Zhang; Ricardo D. Righetto; Florent Waltz; Wojciech Wietrzynski; Kevin A. Yamauchi; Alister Burt; Ye Liu; Antonio Martinez-Sanchez; Sebastian Ziegler; Fabian Isensee; Julia A. Schnabel; Benjamin D. Engel; Tingying Peng
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Multi-class segmentation of aortic branches and zones in computed tomography angiography: The AortaSeg24 challenge计算机断层扫描血管造影中主动脉分支和多区域的多类别分割:AortaSeg24挑战
err2026-07-03
err0
PREAI
errMuhammad Imran; Jonathan R. Krebs; Vishal Balaji Sivaraman; Teng Zhang; Amarjeet Kumar; Walker R. Ueland; Michael J. Fassler; Chang Wang; Jinlong Huang; Xiao Sun; Lisheng Wang; Pengcheng Shi; Maximilian Rokuss; Michael Baumgartner; Yannick Kirchhof; Klaus H. Maier-Hein; Fabian Isensee; Shuolin Liu; Bing Han; Bong Thanh Nguyen
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Explainable AI-based analysis of human pancreas sections identifies traits of type 2 diabetes基于可解释AI的分析对人类胰腺切片进行研究,识别出了2型糖尿病的特征
err2026-02-09
err0
errOAAI
errLukas Klein; Sebastian Ziegler; Felicia Gerst; Yanni Morgenroth; Karol Gotkowski; Eyke Schöniger; Martin Heni; Nicole Kipke; Daniela Friedland; Annika Seiler; Ellen Geibelt; Hajime Yamazaki; Hans-Ulrich Häring; Silvia Wagner; Silvio Nadalin; Alfred Königsrainer; Andre L. Mihaljevic; Daniel Hartmann; Falko Fend; Daniela Aust; Jürgen Weitz; Reiner Jumpertz-von Schwartzenberg; Marius Distler; Klaus Maier-Hein; Andreas L. Birkenfeld; Susanne Ullrich; Paul F. Jäger; Fabian Isensee; Michele Solimena; Robert Wagner
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Optimizing nnU-Net with OpenVINO for Fast CPU Inference in Abdominal Organ Segmentation
err2026-01-01
err0
PREAI
errKirchhoff, Yannick; Ravindran, Ashis; Rokuss, Maximilian; Hamm, Benjamin; Ulrich, Constantin; Maier-Hein, Klaus; Isensee, Fabian
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ToothSeg: Robust Tooth Instance Segmentation and Numbering in CBCT Using Deep Learning and Self-Correction牙列分割与编号系统:基于深度学习和自修正的CBCT牙齿实例分割
err2026-01-01
err0
PREAI
errNiels van Nistelrooij; Lars Krämer; Steven Kempers; Michel Beyer; Federico Bolelli; Tong Xi; Stefaan Bergé; Max Heiland; Klaus H. Maier-Hein; Shankeeth Vinayahalingam; Fabian Isensee
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Towards fair decentralized benchmarking of healthcare AI algorithms with the Federated Tumor Segmentation (FeTS) challenge通过联合肿瘤分割 (FeTS) 挑战实现医疗AI算法的公平分散基准测试
err2025-07-08
err0
errOAAI
errMaximilian Zenk; Ujjwal Baid; Sarthak Pati; Akis Linardos; Brandon Edwards; Micah Sheller; Patrick Foley; Alejandro Aristizabal; David Zimmerer; Alexey Gruzdev; Jason Martin; Russell T. Shinohara; Annika Reinke; Fabian Isensee; Santhosh Parampottupadam; Kaushal Parekh; Ralf Floca; Hasan Kassem; Bhakti Baheti; Siddhesh Thakur; Verena Chung; Kaisar Kushibar; Karim Lekadir; Meirui Jiang; Youtan Yin; Hongzheng Yang; Quande Liu; Cheng Chen; Qi Dou; Pheng-Ann Heng; Xiaofan Zhang; Shaoting Zhang; Muhammad Irfan Khan; Mohammad Ayyaz Azeem; Mojtaba Jafaritadi; Esa Alhoniemi; Elina Kontio; Suleiman A. Khan; Leon Mächler; Ivan Ezhov; Florian Kofler; Suprosanna Shit; Johannes C. Paetzold; Timo Loehr; Benedikt Wiestler; Himashi Peiris; Kamlesh Pawar; Shenjun Zhong; Zhaolin Chen; Munawar Hayat; Gary Egan; Mehrtash Harandi; Ece Isik Polat; Gorkem Polat; Altan Kocyigit; Alptekin Temizel; Anup Tuladhar; Lakshay Tyagi; Raissa Souza; Nils D. Forkert; Pauline Mouches; Matthias Wilms; Vishruth Shambhat; Akansh Maurya; Shubham Subhas Danannavar; Rohit Kalla; Vikas Kumar Anand; Ganapathy Krishnamurthi; Sahil Nalawade; Chandan Ganesh; Ben Wagner; Divya Reddy; Yudhajit Das; Fang F. Yu; Baowei Fei; Ananth J. Madhuranthakam; Joseph Maldjian; Gaurav Singh; Jianxun Ren; Wei Zhang; Ning An; Qingyu Hu; Youjia Zhang; Ying Zhou; Vasilis Siomos; Giacomo Tarroni; Jonathan Passerrat-Palmbach; Ambrish Rawat; Giulio Zizzo; Swanand Ravindra Kadhe; Jonathan P. Epperlein; Stefano Braghin; Yuan Wang; Renuga Kanagavelu; Qingsong Wei; Yechao Yang; Yong Liu; Krzysztof Kotowski; Szymon Adamski; Bartosz Machura; Wojciech Malara; Lukasz Zarudzki; Jakub Nalepa; Yaying Shi; Hongjian Gao; Salman Avestimehr; Yonghong Yan; Agus S. Akbar; Ekaterina Kondrateva; Hua Yang; Zhaopei Li; Hung-Yu Wu; Johannes Roth; Camillo Saueressig; Alexandre Milesi; Quoc D. Nguyen; Nathan J. Gruenhagen; Tsung-Ming Huang; Jun Ma; Har Shwinder H. Singh; Nai-Yu Pan; Dingwen Zhang; Ramy A. Zeineldin; Michal Futrega; Yading Yuan; Gian Marco Conte; Xue Feng; Quan D. Pham; Yong Xia; Zhifan Jiang; Huan Minh Luu; Mariia Dobko; Alexandre Carré; Bair Tuchinov; Hassan Mohy-ud-Din; Saruar Alam; Anup Singh; Nameeta Shah; Weichung Wang; Chiharu Sako; Michel Bilello; Satyam Ghodasara; Suyash Mohan; Christos Davatzikos; Evan Calabrese; Jeffrey Rudie; Javier Villanueva-Meyer; Soonmee Cha; Christopher Hess; John Mongan; Madhura Ingalhalikar; Manali Jadhav; Umang Pandey; Jitender Saini; Raymond Y. Huang; Ken Chang; Minh-Son To; Sargam Bhardwaj; Chee Chong; Marc Agzarian; Michal Kozubek; Filip Lux; Jan Michálek; Petr Matula; Miloš Ker^kovský; Tereza Kopr^ivová; Marek Dostál; Václav Vybíhal; Marco C. Pinho; James Holcomb; Marie Metz; Rajan Jain; Matthew D. Lee; Yvonne W. Lui; Pallavi Tiwari; Ruchika Verma; Rohan Bareja; Ipsa Yadav; Jonathan Chen; Neeraj Kumar; Yuriy Gusev; Krithika Bhuvaneshwar; Anousheh Sayah; Camelia Bencheqroun; Anas Belouali; Subha Madhavan; Rivka R. Colen; Aikaterini Kotrotsou; Philipp Vollmuth; Gianluca Brugnara; Chandrakanth J. Preetha; Felix Sahm; Martin Bendszus; Wolfgang Wick; Abhishek Mahajan; Carmen Balaña; Jaume Capellades; Josep Puig; Yoon Seong Choi; Seung-Koo Lee; Jong Hee Chang; Sung Soo Ahn; Hassan F. Shaykh; Alejandro Herrera-Trujillo; Maria Trujillo; William Escobar; Ana Abello; Jose Bernal; Jhon Gómez; Pamela LaMontagne; Daniel S. Marcus; Mikhail Milchenko; Arash Nazeri; Bennett Landman; Karthik Ramadass; Kaiwen Xu; Silky Chotai; Lola B. Chambless; Akshitkumar Mistry; Reid C. Thompson; Ashok Srinivasan; J. Rajiv Bapuraj; Arvind Rao; Nicholas Wang; Ota Yoshiaki; Toshio Moritani; Sevcan Turk; Joonsang Lee; Snehal Prabhudesai; John Garrett; Matthew Larson; Robert Jeraj; Hongwei Li; Tobias Weiss; Michael Weller; Andrea Bink; Bertrand Pouymayou; Sonam Sharma; Tzu-Chi Tseng; Saba Adabi; Alexandre Xavier Falcão; Samuel B. Martins; Bernardo C. A. Teixeira; Flávia Sprenger; David Menotti; Diego R. Lucio; Simone P. Niclou; Olivier Keunen; Ann-Christin Hau; Enrique Pelaez; Heydy Franco-Maldonado; Francis Loayza; Sebastian Quevedo; Richard McKinley; Johannes Slotboom; Piotr Radojewski; Raphael Meier; Roland Wiest; Johannes Trenkler; Josef Pichler; Georg Necker; Andreas Haunschmidt; Stephan Meckel; Pamela Guevara; Esteban Torche; Cristobal Mendoza; Franco Vera; Elvis Ríos; Eduardo López; Sergio A. Velastin; Joseph Choi; Stephen Baek; Yusung Kim; Heba Ismael; Bryan Allen; John M. Buatti; Peter Zampakis; Vasileios Panagiotopoulos; Panagiotis Tsiganos; Sotiris Alexiou; Ilias Haliassos; Evangelia I. Zacharaki; Konstantinos Moustakas; Christina Kalogeropoulou; Dimitrios M. Kardamakis; Bing Luo; Laila M. Poisson; Ning Wen; Martin Vallières; Mahdi Ait Lhaj Loutfi; David Fortin; Martin Lepage; Fanny Morón; Jacob Mandel; Gaurav Shukla; Spencer Liem; Gregory S. Alexandre; Joseph Lombardo; Joshua D. Palmer; Adam E. Flanders; Adam P. Dicker; Godwin Ogbole; Dotun Oyekunle; Olubunmi Odafe-Oyibotha; Babatunde Osobu; Mustapha Shu’aibu Hikima; Mayowa Soneye; Farouk Dako; Adeleye Dorcas; Derrick Murcia; Eric Fu; Rourke Haas; John A. Thompson; David Ryan Ormond; Stuart Currie; Kavi Fatania; Russell Frood; Amber L. Simpson; Jacob J. Peoples; Ricky Hu; Danielle Cutler; Fabio Y. Moraes; Anh Tran; Mohammad Hamghalam; Michael A. Boss; James Gimpel; Deepak Kattil Veettil; Kendall Schmidt; Lisa Cimino; Cynthia Price; Brian Bialecki; Sailaja Marella; Charles Apgar; Andras Jakab; Marc-André Weber; Errol Colak; Jens Kleesiek; John B. Freymann; Justin S. Kirby; Lena Maier-Hein; Jake Albrecht; Peter Mattson; Alexandros Karargyris; Prashant Shah; Bjoern Menze; Klaus Maier-Hein; Spyridon Bakas
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Deep learning segmentation of soil constituents in 3D X-ray CT images基于深度学习的3D X射线CT图像中土壤组分的分割
err2025-06-01
err0
errOAAI
errPhalempin, Maxime; Kraemer, Lars; Geers-Lucas, Maik; Isensee, Fabian; Schlueter, Steffen
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Comparative benchmarking of failure detection methods in medical image segmentation: Unveiling the role of confidence aggregation
err2025-04-01
err0
errOAAI
errZenk, Maximilian; Zimmerer, David; Isensee, Fabian; Traub, Jeremias; Norajitra, Tobias; Jaeger, Paul F.; Maier-Hein, Klaus
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LungVis 1.0: an automatic AI-powered 3D imaging ecosystem unveils spatial profiling of nanoparticle delivery and acinar migration of lung macrophages
err2024-11-27
err0
errOAAI
errYang, Lin; Liu, Qiongliang; Kumar, Pramod; Sengupta, Arunima; Farnoud, Ali; Shen, Ruolin; Trofimova, Darya; Ziegler, Sebastian; Davoudi, Neda; Doryab, Ali; Yildirim, Ali Onder; Diefenbacher, Markus E.; Schiller, Herbert B.; Razansky, Daniel; Piraud, Marie; Burgstaller, Gerald; Kreyling, Wolfgang G.; Isensee, Fabian; Rehberg, Markus; Stoeger, Tobias; Schmid, Otmar
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Metrics reloaded: recommendations for image analysis validation重新加载的度量: 图像分析验证建议
err2024-02-12
err59
errOAAI
errMaier-Hein, Lena; Reinke, Annika; Godau, Patrick; Tizabi, Minu D.; Buettner, Florian; Christodoulou, Evangelia; Glocker, Ben; Isensee, Fabian; Kleesiek, Jens; Kozubek, Michal; Reyes, Mauricio; Riegler, Michael A.; Wiesenfarth, Manuel; Kavur, A. Emre; Sudre, Carole H.; Baumgartner, Michael; Eisenmann, Matthias; Heckmann-Noetzel, Doreen; Raedsch, Tim; Acion, Laura; Antonelli, Michela; Arbel, Tal; Bakas, Spyridon; Benis, Arriel; Blaschko, Matthew B.; Cardoso, M. Jorge; Cheplygina, Veronika; Cimini, Beth A.; Collins, Gary S.; Farahani, Keyvan; Ferrer, Luciana; Galdran, Adrian; van Ginneken, Bram; Haase, Robert; Hashimoto, Daniel A.; Hoffman, Michael M.; Huisman, Merel; Jannin, Pierre; Kahn, Charles E.; Kainmueller, Dagmar; Kainz, Bernhard; Karargyris, Alexandros; Karthikesalingam, Alan; Kofler, Florian; Kopp-Schneider, Annette; Kreshuk, Anna; Kurc, Tahsin; Landman, Bennett A.; Litjens, Geert; Madani, Amin; Maier-Hein, Klaus; Martel, Anne L.; Mattson, Peter; Meijering, Erik; Menze, Bjoern; Moons, Karel G. M.; Mueller, Henning; Nichyporuk, Brennan; Nickel, Felix; Petersen, Jens; Rajpoot, Nasir; Rieke, Nicola; Saez-Rodriguez, Julio; Sanchez, Clara I.; Shetty, Shravya; van Smeden, Maarten; Summers, Ronald M.; Taha, Abdel A.; Tiulpin, Aleksei; Tsaftaris, Sotirios A.; Van Calster, Ben; Varoquaux, Gael; Jaeger, Paul F.
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Understanding metric-related pitfalls in image analysis validation了解图像分析验证中与度量相关的陷阱
err2024-02-12
err24
errOAAI
errReinke, Annika; Tizabi, Minu D.; Baumgartner, Michael; Eisenmann, Matthias; Heckmann-Noetzel, Doreen; Kavur, A. Emre; Raedsch, Tim; Sudre, Carole H.; Acion, Laura; Antonelli, Michela; Arbel, Tal; Bakas, Spyridon; Benis, Arriel; Buettner, Florian; Cardoso, M. Jorge; Cheplygina, Veronika; Chen, Jianxu; Christodoulou, Evangelia; Cimini, Beth A.; Farahani, Keyvan; Ferrer, Luciana; Galdran, Adrian; van Ginneken, Bram; Glocker, Ben; Godau, Patrick; Hashimoto, Daniel A.; Hoffman, Michael M.; Huisman, Merel; Isensee, Fabian; Jannin, Pierre; Kahn, Charles E.; Kainmueller, Dagmar; Kainz, Bernhard; Karargyris, Alexandros; Kleesiek, Jens; Kofler, Florian; Kooi, Thijs; Kopp-Schneider, Annette; Kozubek, Michal; Kreshuk, Anna; Kurc, Tahsin; Landman, Bennett A.; Litjens, Geert; Madani, Amin; Maier-Hein, Klaus; Martel, Anne L.; Meijering, Erik; Menze, Bjoern; Moons, Karel G. M.; Mueller, Henning; Nichyporuk, Brennan; Nickel, Felix; Petersen, Jens; Rafelski, Susanne M.; Rajpoot, Nasir; Reyes, Mauricio; Riegler, Michael A.; Rieke, Nicola; Saez-Rodriguez, Julio; Sanchez, Clara I.; Shetty, Shravya; Summers, Ronald M.; Taha, Abdel A.; Tiulpin, Aleksei; Tsaftaris, Sotirios A.; Van Calster, Ben; Varoquaux, Gael; Yaniv, Ziv R.; Jaeger, Paul F.; Maier-Hein, Lena
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Fully Automated Versions of Clinically Validated Nephrometry Scores Demonstrate Superior Predictive Utility versus Human Scores
err2024-02-11
err1
PREAI
errWood, Andrew M.; Abdallah, Nour; Heller, Nicholas; Benidir, Tarik; Isensee, Fabian; Tejpaul, Resha; Suk-ouichai, Chalairat; Curry, Caleb; You, Alex; Remer, Erick; Haywood, Samuel; Campbell, Steven; Papanikolopoulos, Nikolaos; Weight, Christopher
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Discovering Process Dynamics for Scalable Perovskite Solar Cell Manufacturing with Explainable AI使用可解释的AI发现可扩展钙钛矿太阳能电池制造的过程动力学
err2023-12-07
err3
errOAAI
errKlein, Lukas; Ziegler, Sebastian; Laufer, Felix; Debus, Charlotte; Goetz, Markus; Maier-Hein, Klaus; Paetzold, Ulrich W.; Isensee, Fabian; Jaeger, Paul F.
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USE-Evaluator: Performance metrics for medical image segmentation models supervised by uncertain, small or empty reference annotations in neuroimaging
err2023-12-01
err7
errOAAI
errOstmeier, Sophie; Axelrod, Brian; Isensee, Fabian; Bertels, Jeroen; Mlynash, Michael; Christensen, Soren; Lansberg, Maarten G.; Albers, Gregory W.; Sheth, Rajen; Verhaaren, Benjamin F. J.; Mahammedi, Abdelkader; Li, Li-Jia; Zaharchuk, Greg; Heit, Jeremy J.
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Addressing image misalignments in multi-parametric prostate MRI for enhanced computer-aided diagnosis of prostate cancer
err2023-11-13
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errOAAI
errKovacs, Balint; Netzer, Nils; Baumgartner, Michael; Schrader, Adrian; Isensee, Fabian; Weisser, Cedric; Wolf, Ivo; Goertz, Magdalena; Jaeger, Paul F.; Schuetz, Victoria; Floca, Ralf; Gnirs, Regula; Stenzinger, Albrecht; Hohenfellner, Markus; Schlemmer, Heinz-Peter; Bonekamp, David; Maier-Hein, Klaus H.
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The Cell Tracking Challenge: 10 years of objective benchmarking细胞追踪挑战: 10年的客观基准测试
err2023-05-18
err37
errOAAI
errMaska, Martin; Ulman, Vladimir; Delgado-Rodriguez, Pablo; Gomez-de-Mariscal, Estibaliz; Necasova, Tereza; Pena, Fidel A. Guerrero; Ren, Tsang Ing; Meyerowitz, Elliot M.; Scherr, Tim; Loeffler, Katharina; Mikut, Ralf; Guo, Tianqi; Wang, Yin; Allebach, Jan P.; Bao, Rina; Al-Shakarji, Noor M.; Rahmon, Gani; Toubal, Imad Eddine; Palaniappan, Kannappan; Lux, Filip; Matula, Petr; Sugawara, Ko; Magnusson, Klas E. G.; Aho, Layton; Cohen, Andrew R.; Arbelle, Assaf; Ben-Haim, Tal; Raviv, Tammy Riklin; Isensee, Fabian; Jaeger, Paul F.; Maier-Hein, Klaus H.; Zhu, Yanming; Ederra, Cristina; Urbiola, Ainhoa; Meijering, Erik; Cunha, Alexandre; Munoz-Barrutia, Arrate; Kozubek, Michal; Ortiz-de-Solorzano, Carlos
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Beyond rankings: Learning (more) from algorithm validation
err2023-05-01
err5
errOAAI
errRoss, Tobias; Bruno, Pierangela; Reinke, Annika; Wiesenfarth, Manuel; Koeppel, Lisa; Full, Peter M.; Pekdemir, Bunyamin; Godau, Patrick; Trofimova, Darya; Isensee, Fabian; Adler, Tim J.; Tran, Thuy N.; Moccia, Sara; Calimeri, Francesco; Mueller-Stich, Beat P.; Kopp-Schneider, Annette; Maier-Hein, Lena
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