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Klaus Maier‐Hein

german cancer research center

67H-index
562Paper Count
2.8WCitation Count
Published Papers 127
Publication Date
Refining visceral adipose tissue quantification: Influence of sex, age, and BMI on single slice estimation in 3D MRI of the German National Cohort
err2026-02-01
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errHaueise, Tobias; Schick, Fritz; Stefan, Norbert; Grune, Elena; von Itter, Marc-Nicolas; Kauczor, Hans-Ulrich; Nattenmuller, Johanna; Norajitra, Tobias; Nonnenmacher, Tobias; Rospleszcz, Susanne; Maier-Hein, Klaus H.; Schlett, Christopher L.; Weiss, Jakob B.; Fischer, Beate; Jockel, Karl-Heinz; Krist, Lilian; Niendorf, Thoralf; Peters, Annette; Sedlmeier, Anja M.; Willich, Stefan N.; Bamberg, Fabian; Machann, Jurgen
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Optimizing nnU-Net with OpenVINO for Fast CPU Inference in Abdominal Organ Segmentation
err2026-01-01
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PREAI
errKirchhoff, Yannick; Ravindran, Ashis; Rokuss, Maximilian; Hamm, Benjamin; Ulrich, Constantin; Maier-Hein, Klaus; Isensee, Fabian
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Cross-Modality Supervised Prostate Segmentation on CBCT for Adaptive Radiotherapy
err2026-01-01
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PREAI
errKovacs, Balint; Stanic, Goran; Weykamp, Fabian; Ebert, Florian; Bounias, Dimitrios; Tawk, Bouchra; Niklas, Martin; Liermann, Jakob; Jake, Oliver; Maier-Hein, Klaus H.; Floca, Ralf; Giske, Kristina
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Efficient Pan-Cancer Lesion Segmentation from Partially Labeled Data with nnU-Net
err2026-01-01
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PREAI
errKirchhoff, Yannick; Rokuss, Maximilian; Hamm, Benjamin; Ravindran, Ashis; Ulrich, Constantin; Maier-Hein, Klaus; Isensee, Fabian
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Efficient Cross-Modality Abdominal Organ Segmentation Using nnU-Net and MIND Descriptors
err2026-01-01
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PREAI
errKirchhoff, Yannick; Rokuss, Maximilian; Hamm, Benjamin; Ravindran, Ashis; 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
err2026-01-01
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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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The Missing Piece: A Case for Pre-training in 3D Medical Object Detection
err2026-01-01
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PREAI
errEckstein, Katharina; Ulrich, Constantin; Baumgartner, Michael; Kaechele, Jessica; Bounias, Dimitrios; Wald, Tassilo; Floca, Ralf; Maier-Hein, Klaus H.
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LINNDA : Lymphoma Identification through neural network detection aid.
err2025-11-22
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errPaul Vincent Naser; Maximilian Fischer; Miriam Cindy Maurer; Kianush Karimian-Jazi; Chiraz Ben-Salah; Awais Akbar Bajwa; Martin Jakobs; Christine Jungk; Gerhard Jungwirth; Jessica Jesser; Manuel Kaes; Philip Dao Trong; Martin Bendszus; Klaus Maier-Hein; Sandro M. Krieg; Jan-Oliver Neumann; Peter Neher
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Artificial intelligence and radiologists in pancreatic cancer detection using standard of care CT scans (PANORAMA): an international, paired, non-inferiority, confirmatory, observational study
err2025-11-20
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PREAI
errNatalia Alves; Megan Schuurmans; Dawid Rutkowski; Anindo Saha; Pierpaolo Vendittelli; Nancy Obuchowski; Marjolein H Liedenbaum; Ingfrid S Haldorsen; Anders Molven; Derya Yakar; Jeroen Geerdink; Sebastiaan van Koeverden; Deniece M Riviere; Wulphert Venderink; Robbert de Haas; Namkug Kim; J-Matthias Löhr; Garima Suman; Klaus H Maier-Hein; Horst K Hahn
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Risk-adjusted training and evaluation for breast cancer detection
err2025-11-05
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errDimitrios Bounias; Michael Baumgartner; Peter Neher; Balint Kovacs; Ralf Floca; Lorenz A. Kapsner; Jessica Eberle; Dominique Hadler; Frederik Laun; Sabine Ohlmeyer; Paul F. Jaeger; Michael Uder; Klaus H. Maier-Hein; Sebastian Bickelhaupt
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Contrastive virtual staining enhances deep learning-based PDAC subtyping from H&E-stained tissue cores
err2025-11-04
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errMaximilian Fischer; Alexander Muckenhuber; Robin Peretzke; Luay Farah; Constantin Ulrich; Sebastian Ziegler; Philipp Schader; Lorenz Feineis; Hanno Gao; Shuhan Xiao; Michael Götz; Marco Nolden; Katja Steiger; Jens T Sieveke; Lukas Endrös; Rickmer Braren; Jens Kleesiek; Peter Schüffler; Peter Neher; Klaus Maier-Hein
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Segmenting Whole-Body MRI and CT for Multiorgan Anatomic Structure Delineation
err2025-11-01
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PREAI
errHantze, Hartmut; Xu, Lina; Mertens, Christian J.; Dorfner, Felix J.; Donle, Leonhard; Busch, Felix; Kader, Avan; Ziegelmayer, Sebastian; Bayerl, Nadine; Navab, Nassir; Rueckert, Daniel; Schnabel, Julia; Aerts, Hugo J. W. L.; Truhn, Daniel; Bamberg, Fabian; Weiss, Jakob; Schlett, Christopher L.; Ringhof, Steffen; Niendorf, Thoralf; Pischon, Tobias; Kauczor, Hans-Ulrich; Nonnenmacher, Tobias; Kroncke, Thomas; Volzke, Henry; Schulz-Menger, Jeanette; Maier-Hein, Klaus; Hering, Alessa; Prokop, Mathias; Van Ginneken, Bram; Makowski, Marcus R.; Adams, Lisa C.; Bressem, Keno K.
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u-LINNDA: A protocol for user-optimized lymphoma identification through neural network detection aid
err2025-11-01
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errFischer, Maximilian; Maurer, Miriam Cindy; Peretzke, Robin; Hauptmann, Florian Max; Ben-Salah, Chiraz; Jakobs, Martin; Kaes, Manuel; Karimian-Jazi, Kianush; Scherer, Moritz Robert; Bendszus, Martin; Maier-Hein, Klaus; Krieg, Sandro Manuel; Neumann, Jan-Oliver; Neher, Peter; Naser, Paul Vincent
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Automated radiomics model for prediction of therapy response and minimal residual disease from baseline MRI in multiple myeloma
err2025-10-10
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errFabian Bauer; Marina Hajiyianni; Niels Weinhold; Martin Grözinger; Jessica Kächele; Ekaterina Menis; Marc-Steffen Raab; Sandra Sauer; Anna Jauch; Tim F. Weber; Manuel Debic; Britta Besemer; Marius Horger; Saif Afat; Martin Hoffmann; Johannes Hoffend; Doris Kraemer; Ullrich Graeven; Adrian Ringelstein; Jan Dürig; Lale Umutlu; Heinz-Peter Schlemmer; Hartmut Goldschmidt; Klaus Maier-Hein; Stefan Delorme; Elias K. Mai; Markus Wennmann; Peter Neher
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Cardiac Magnetic Resonance Imaging in the German National Cohort (NAKO): Automated Segmentation of Short-Axis Cine Images and Post-Processing Quality Control
err2025-09-12
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errPeter M. Full; Robin T. Schirrmeister; Manuel Hein; Maximilian F. Russe; Marco Reisert; Clemens Ammann; Karin Halina Greiser; Thoralf Niendorf; Tobias Pischon; Jeanette Schulz-Menger; Klaus H. Maier-Hein; Fabian Bamberg; Susanne Rospleszcz; Christopher L. Schlett; Christopher Schuppert
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Including AI in diffusion-weighted breast MRI has potential to increase reader confidence and reduce workload
err2025-09-01
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PREAI
errBounias, Dimitrios; Simons, Lina; Baumgartner, Michael; Ehring, Chris; Neher, Peter; Kapsner, Lorenz A.; Kovacs, Balint; Floca, Ralf; Jaeger, Paul F.; Eberle, Jessica; Hadler, Dominique; Laun, Frederik B.; Ohlmeyer, Sabine; Maier-Hein, Lena; Uder, Michael; Wenkel, Evelyn; Maier-Hein, Klaus H.; Bickelhaupt, Sebastian
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Leveraging foundation models for content-based image retrieval in radiology
err2025-07-10
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errStefan Denner; David Zimmerer; Dimitrios Bounias; Markus Bujotzek; Shuhan Xiao; Raphael Stock; Lisa Kausch; Philipp Schader; Tobias Penzkofer; Paul F. Jäger; Klaus Maier-Hein
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Automated Detection of Focal Bone Marrow Lesions From MRI: A Multi-center Feasibility Study in Patients with Monoclonal Plasma Cell Disorders
err2025-07-09
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errMarkus Wennmann; Jessica Kächele; Arvin von Salomon; Tobias Nonnenmacher; Markus Bujotzek; Shuhan Xiao; Andres Martinez Mora; Thomas Hielscher; Marina Hajiyianni; Ekaterina Menis; Martin Grözinger; Fabian Bauer; Veronika Riebl; Lukas Thomas Rotkopf; Kevin Sun Zhang; Saif Afat; Britta Besemer; Martin Hoffmann; Adrian Ringelstein; Ullrich Graeven; Dieter Fedders; Mathias Hänel; Gerald Antoch; Roland Fenk; Andreas H. Mahnken; Christoph Mann; Theresa Mokry; Marc-Steffen Raab; Niels Weinhold; Elias Karl Mai; Hartmut Goldschmidt; Tim Frederik Weber; Stefan Delorme; Peter Neher; Heinz-Peter Schlemmer; Klaus Maier-Hein
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Towards fair decentralized benchmarking of healthcare AI algorithms with the Federated Tumor Segmentation (FeTS) challenge
err2025-07-08
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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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