Rethinking Generalization: The Impact of Annotation Style on Medical Image Segmentation

31 October 2022

Papers citing "Rethinking Generalization: The Impact of Annotation Style on Medical Image Segmentation"

5 / 5 papers shown

Title
Reliability of deep learning models for anatomical landmark detection: The role of inter-rater variability Soorena Salari H. Rivaz Yiming Xiao 66 1 0 26 Nov 2024
Expert-Adaptive Medical Image Segmentation Binyan Hu •. A. K. Qin 14 0 0 11 Feb 2024
Tyche: Stochastic In-Context Learning for Medical Image Segmentation Marianne Rakic Hallee E. Wong Jose Javier Gonzalez Ortiz Beth Cimini John Guttag Adrian V. Dalca 28 11 0 24 Jan 2024
How inter-rater variability relates to aleatoric and epistemic uncertainty: a case study with deep learning-based paraspinal muscle segmentation Parinaz Roshanzamir H. Rivaz Joshua Ahn Hamza Mirza Neda Naghdi Meagan Anstruther M. C. Battié M. Fortin Yiming Xiao 17 3 0 14 Aug 2023
A Learned Representation For Artistic Style Vincent Dumoulin Jonathon Shlens M. Kudlur GAN 214 1,156 0 24 Oct 2016