All papers authored by Ronald Summers
Refreshing results…
2024
Maarten van Smeden,
Bram van Ginneken,
Annika Reinke 
,
Gaël Varoquaux ,
Manuel Wiesenfarth,
Ziv R. Yaniv ,
Minu Dietlinde Tizabi ,
Michael Baumgartner ,
Matthias Eisenmann,
Doreen Heckmann-Nötzel,
A. Emre Kavur,
Ali Emre Kavur ,
Tim Rädsch ,
Carole H. Sudre,
Laura Acion
and 70 other authors
,
Gaël Varoquaux ,
Manuel Wiesenfarth,
Ziv R. Yaniv ,
Minu Dietlinde Tizabi ,
Michael Baumgartner ,
Matthias Eisenmann,
Doreen Heckmann-Nötzel,
A. Emre Kavur,
Ali Emre Kavur ,
Tim Rädsch ,
Carole H. Sudre,
Laura Acion
and 70 other authors
Understanding metric-related pitfalls in image analysis validation
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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,
A. Emre Kavur
and 62 other authors
,
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,
A. Emre Kavur
and 62 other authors
Metrics reloaded: recommendations for image analysis validation
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2022
Fernanda Gutierrez-Rodrigues ,
Eric Munger,
Xiaoyang Ma,
Emma M. Groarke ,
Youbao Tang,
Bhavisha A. Patel,
Luiz Fernando B. Catto ,
Diego V. Clé ,
Marena R. Niewisch ,
Raquel Ma Paiva ,
Flavia Donaires ,
André Luiz Pinto ,
Gustavo Borges ,
Barbara A. Santana,
Lisa J. McReynolds
and 23 other authors
,
Eric Munger,
Xiaoyang Ma,
Emma M. Groarke ,
Youbao Tang,
Bhavisha A. Patel,
Luiz Fernando B. Catto ,
Diego V. Clé ,
Marena R. Niewisch ,
Raquel Ma Paiva ,
Flavia Donaires ,
André Luiz Pinto ,
Gustavo Borges ,
Barbara A. Santana,
Lisa J. McReynolds
and 23 other authors
Differential diagnosis of bone marrow failure syndromes guided by machine learning
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Hima Tallam ,
Daniel C. Elton ,
Sungwon Lee ,
Paul Wakim ,
Perry J. Pickhardt ,
Ronald M. Summers
,
Daniel C. Elton ,
Sungwon Lee ,
Paul Wakim ,
Perry J. Pickhardt ,
Ronald M. Summers
Fully Automated Abdominal CT Biomarkers for Type 2 Diabetes Using Deep Learning
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2020
Mauricio Reyes ,
Raphael Meier ,
Sérgio Pereira ,
Carlos A. Silva,
Fried-Michael Dahlweid ,
Hendrik von Tengg-Kobligk ,
Ronald M. Summers ,
Roland Wiest
,
Raphael Meier ,
Sérgio Pereira ,
Carlos A. Silva,
Fried-Michael Dahlweid ,
Hendrik von Tengg-Kobligk ,
Ronald M. Summers ,
Roland Wiest
On the Interpretability of Artificial Intelligence in Radiology: Challenges and Opportunities
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Martin J. Willemink ,
Wojciech A. Koszek ,
Cailin Hardell,
Jie Wu ,
Dominik Fleischmann ,
Hugh Harvey ,
Les R. Folio,
Ronald M. Summers ,
Daniel L. Rubin,
Matthew P. Lungren
,
Wojciech A. Koszek ,
Cailin Hardell,
Jie Wu ,
Dominik Fleischmann ,
Hugh Harvey ,
Les R. Folio,
Ronald M. Summers ,
Daniel L. Rubin,
Matthew P. Lungren
Preparing Medical Imaging Data for Machine Learning
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