Title
Primitive Simultaneous Optimization of Similarity Metrics for Image Registration Diana Waldmannstetter Benedikt Wiestler Julian Schwarting Ivan Ezhov M. Metz ... Jan S. Kirschke Rolf A. Heckemann Marie Piraud Bjoern H. Menze Florian Kofler 26 0 0 04 Apr 2023
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A Domain-specific Perceptual Metric via Contrastive Self-supervised Representation: Applications on Natural and Medical Images Hongwei Bran Li Chinmay Prabhakar Suprosanna Shit Johannes C. Paetzold Tamaz Amiranashvili Jianguo Zhang Daniel Rueckert Juan Eugenio Iglesias Benedikt Wiestler Bjoern H. Menze OOD SSL 30 2 0 03 Dec 2022
Sources of performance variability in deep learning-based polyp detection T. Tran T. Adler Amine Yamlahi E. Christodoulou Patrick Godau ... M. Tizabi Peter Sauer Tillmann Persicke Jörg Gerhard Albert Lena Maier-Hein 18 12 0 17 Nov 2022
Metrics reloaded: Recommendations for image analysis validation Lena Maier-Hein Annika Reinke Patrick Godau M. Tizabi Florian Buettner ... Aleksei Tiulpin Sotirios A. Tsaftaris Ben Van Calster Gaël Varoquaux Paul F. Jäger 32 216 0 03 Jun 2022
Deep Quality Estimation: Creating Surrogate Models for Human Quality Ratings Florian Kofler Ivan Ezhov Lucas Fidon Izabela Horvath Ezequiel de la Rosa ... Jan Kirschke Tom Kamiel Magda Vercauteren C. Zimmer Benedikt Wiestler Bjoern H. Menze 6 5 0 17 May 2022
TorchIO: A Python library for efficient loading, preprocessing, augmentation and patch-based sampling of medical images in deep learning Fernando Pérez-García Rachel Sparks Sébastien Ourselin MedIm LM&MA 138 427 0 09 Mar 2020
Brain Tumor Segmentation using an Ensemble of 3D U-Nets and Overall Survival Prediction using Radiomic Features Xue Feng Nicholas J. Tustison C. Meyer 42 224 0 03 Dec 2018