Evangelia Christodoulou - Dept Canc Epidemiol, DKFZ

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论文共 23 篇作者统计合作学者相似作者

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Metrics Reloaded: Recommendations for Image Analysis Validation

Lena Maier‐Hein,Annika Reinke,Patrick Godau,Minu D. Tizabi, Florian Buettner,Evangelia Christodoulou,Ben Glocker,Fabian Isensee, Jens Kleesiek,Michal Kozubek,Mauricio Reyes,Michael A. Riegler,Manuel Wiesenfarth,A. Emre Kavur,Carole H. Sudre,Michael Baumgärtner,Matthias Eisenmann,Doreen Heckmann-Nötzel,Tim Rädsch,Laura Ación,Michela Antonelli,Tal Arbel,Spyridon Bakas, Arriel Benis,Matthew B. Blaschko,M. Jorge Cardoso,Veronika Cheplygina,Beth A. Cimini,Gary S. Collins,Keyvan Farahani,Luciana Ferrer,Adrián Galdrán,Bram van Ginneken,Robert Haase, Daniel A. Hashimoto,Michael M. Hoffman,Merel Huisman,Pierre Jannin,Charles Η. Kahn,Dagmar Kainmueller,Bernhard Kainz,Alexandros Karargyris,Alan Karthikesalingam,Florian Kofler,Annette Kopp‐Schneider,Anna Kreshuk,Tahsin Kurç,Bennett A. Landman,Geert Litjens,Amin Madani,Klaus H. Maier‐Hein,Anne L. Martel,Peter Mattson,Erik Meijering,Bjoern Menze,Karel G.M. Moons,Henning Müller,Brennan Nichyporuk,Felix Nickel,Jens Petersen,Nasir Rajpoot,Nicola Rieke,Julio Sáez-Rodríguez, Clara I. Sá nchez,Shravya Shetty,Maarten van Smeden,Ronald M. Summers,Abdel Aziz Taha,Aleksei Tiulpin,Sotirios A. Tsaftaris,Ben Van Calster,Gaël Varoquaux,Paul F. Jäger

Nature methodsno. 2 (2024): 195-212

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Confidence Intervals Uncovered: Are We Ready for Real-World Medical Imaging AI

Evangelia Christodoulou,Annika Reinke, Rola Houhou,Piotr Kalinowski, Selen Erkan,Carole H. Sudre,Ninon Burgos, Sofiène Boutaj,Sophie Loizillon,Maëlys Solal,Nicola Rieke,Veronika Cheplygina,Michela Antonelli, Leon D. Mayer,Minu D. Tizabi,M. Jorge Cardoso,Amber Simpson,Paul F. Jäger, Annette Kopp-Schneider,Gaël Varoquaux,Olivier Colliot,Lena Maier-Hein

International Conference on Medical Image Computing and Computer-Assisted Intervention（2024）

引用0浏览0EI引用

Understanding Metric-Related Pitfalls in Image Analysis Validation

Annika Reinke,Minu D. Tizabi,Michael Baumgartner,Matthias Eisenmann,Doreen Heckmann-Nötzel,A. Emre Kavur,Tim Rädsch,Carole H. Sudre,Laura Acion,Michela Antonelli,Tal Arbel,Spyridon Bakas,Arriel Benis,Florian Buettner,M. Jorge Cardoso,Veronika Cheplygina,Jianxu Chen,Evangelia Christodoulou,Beth A. Cimini,Keyvan Farahani,Luciana Ferrer,Adrian Galdran,Bram van Ginneken,Ben Glocker,Patrick Godau,Daniel A. Hashimoto,Michael M. Hoffman,Merel Huisman,Fabian Isensee,Pierre Jannin,Charles E. Kahn,Dagmar Kainmueller,Bernhard Kainz,Alexandros Karargyris,Jens Kleesiek,Florian Kofler,Thijs Kooi,Annette Kopp-Schneider,Michal Kozubek,Anna Kreshuk,Tahsin Kurc,Bennett A. Landman,Geert Litjens,Amin Madani,Klaus Maier-Hein,Anne L. Martel,Erik Meijering,Bjoern Menze,Karel G. M. Moons,Henning Müller,Brennan Nichyporuk,Felix Nickel,Jens Petersen,Susanne M. Rafelski,Nasir Rajpoot,Mauricio Reyes,Michael A. Riegler,Nicola Rieke,Julio Saez-Rodriguez,Clara I. Sánchez,Shravya Shetty,Ronald M. Summers,Abdel A. Taha,Aleksei Tiulpin,Sotirios A. Tsaftaris,Ben Van Calster,Gaël Varoquaux,Ziv R. Yaniv,Paul F. Jäger,Lena Maier-Hein

NATURE METHODS（2024）

引用3浏览0EIWOSNATURE引用

Metrics reloaded: recommendations for image analysis validation

Lena Maier-Hein,Annika Reinke,Patrick Godau,Minu D. Tizabi,Florian Buettner,Evangelia Christodoulou,Ben Glocker,Fabian Isensee,Jens Kleesiek,Michal Kozubek,Mauricio Reyes,Michael A. Riegler,Manuel Wiesenfarth,A. Emre Kavur,Carole H. Sudre,Michael Baumgartner,Matthias Eisenmann,Doreen Heckmann-Nötzel,Tim Rädsch,Laura Acion,Michela Antonelli,Tal Arbel,Spyridon Bakas,Arriel Benis,Matthew B. Blaschko,M. Jorge Cardoso,Veronika Cheplygina,Beth A. Cimini,Gary S. Collins,Keyvan Farahani,Luciana Ferrer,Adrian Galdran,Bram van Ginneken,Robert Haase,Daniel A. Hashimoto,Michael M. Hoffman,Merel Huisman,Pierre Jannin,Charles E. Kahn,Dagmar Kainmueller,Bernhard Kainz,Alexandros Karargyris,Alan Karthikesalingam,Florian Kofler,Annette Kopp-Schneider,Anna Kreshuk,Tahsin Kurc,Bennett A. Landman,Geert Litjens,Amin Madani,Klaus Maier-Hein,Anne L. Martel,Peter Mattson,Erik Meijering,Bjoern Menze,Karel G. M. Moons,Henning Müller,Brennan Nichyporuk,Felix Nickel,Jens Petersen,Nasir Rajpoot,Nicola Rieke,Julio Saez-Rodriguez,Clara I. Sánchez,Shravya Shetty,Maarten van Smeden,Ronald M. Summers,Abdel A. Taha,Aleksei Tiulpin,Sotirios A. Tsaftaris,Ben Van Calster,Gaël Varoquaux,Paul F. Jäger

Nature Methodsno. 2 (2024): 195-212

引用0浏览0EIWOSNATURE引用

Deployment of Image Analysis Algorithms under Prevalence Shifts

Patrick Godau,Piotr Kalinowski,Evangelia Christodoulou,Annika Reinke,Minu Tizabi,Luciana Ferrer,Paul F. Jaeger,Lena Maier-Hein

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION, MICCAI 2023, PT III (2023): 389-399

引用0浏览0EI引用

Sources of performance variability in deep learning-based polyp detection

T. N. Tran, T. J. Adler,A. Yamlahi,E. Christodoulou,P. Godau, A. Reinke,M. D. Tizabi, P. Sauer,T. Persicke, J. G. Albert,L. Maier-Hein

International Journal of Computer Assisted Radiology and Surgeryno. 7 (2023): 1311-1322

引用2浏览0WOSEI引用

Lung function impairment in the German Lung Cancer Screening Intervention Study (LUSI): prevalence, symptoms, and associations with lung cancer risk, tumor histology and all-cause mortality

Rudolf Kaaks,Evangelia Christodoulou,Erna Motsch,Verena Katzke,Mark O Wielpütz,Hans-Ulrich Kauczor,Claus Peter Heussel,Monika Eichinger,Stefan Delorme

Translational Lung Cancer Researchno. 9 (2022): 1896-1911

引用10浏览0WOS引用

The Influence of Postscreening Follow-Up Time and Participant Characteristics on Estimates of Overdiagnosis from Lung Cancer Screening Trials

Mengmeng Li,Li Zhang,Hadrien Charvat,Matthew E. Callister,Peter Sasieni,Evangelia Christodoulou,Rudolf Kaaks,Mattias Johansson, Andre L. Carvalho,Salvatore Vaccarella,Hilary A. Robbins

International journal of cancer（2022）

引用2浏览0WOS引用

Adaptive Sample Size Determination for the Development of Clinical Prediction Models

Evangelia Christodoulou,Maarten van Smeden,Michael Edlinger,D. Timmerman,Maria Wanitschek,Ewout W. Steyerberg,Ben Van Calster

Diagnostic and prognostic research（2021）

引用9浏览0引用

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