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![]() How Much Data are Enough? Investigating Dataset Requirements for
Patch-Based Brain MRI Segmentation Tasks Dongang Wang Peilin Liu Hengrui Wang H. Beadnall K. Kyle ...Tom Weidong Cai Wanli Ouyang Fernando Calamante Michael Barnett Chenyu Wang |
![]() 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 |
![]() MONAI: An open-source framework for deep learning in healthcare M. Jorge Cardoso Wenqi Li Richard Brown Nic Ma E. Kerfoot ...Klaus H. Maier-Hein S. Aylward Prerna Dogra Sebastien Ourselin Andrew Feng |
![]() 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 |