Disentangling Human Error from the Ground Truth in Segmentation of
Medical Images

Disentangling Human Error from the Ground Truth in Segmentation of Medical Images

31 July 2020

Daniel C. Alexander

Papers citing "Disentangling Human Error from the Ground Truth in Segmentation of Medical Images"

11 / 11 papers shown

Title
Learning Confident Classifiers in the Presence of Label Noise Asma Ahmed Hashmi Aigerim Zhumabayeva Nikita Kotelevskii A. Agafonov Mohammad Yaqub Maxim Panov Martin Takávc NoLa 115 2 0 02 Jan 2023
A Soft STAPLE Algorithm Combined with Anatomical Knowledge Eytan Kats Jacob Goldberger H. Greenspan 47 24 0 26 Oct 2019
Let's agree to disagree: learning highly debatable multirater labelling Carole H. Sudre B. G. Anson S. Ingala C. Lane Daniel Jimenez ... Ryutaro Tanno Lorna Smith Sébastien Ourselin H. Jäger M. Jorge Cardoso 39 26 0 04 Sep 2019
PHiSeg: Capturing Uncertainty in Medical Image Segmentation Christian F. Baumgartner K. Tezcan K. Chaitanya A. Hötker Urs J. Muehlematter K. Schawkat Anton S. Becker O. Donati E. Konukoglu UQCV 33 202 0 07 Jun 2019
Fast Graph Representation Learning with PyTorch Geometric Matthias Fey J. E. Lenssen 3DH GNN 3DPC 171 4,303 0 06 Mar 2019
Learning From Noisy Labels By Regularized Estimation Of Annotator Confusion Ryutaro Tanno A. Saeedi S. Sankaranarayanan Daniel C. Alexander N. Silberman NoLa 54 230 0 10 Feb 2019
Morpho-MNIST: Quantitative Assessment and Diagnostics for Representation Learning Daniel Coelho De Castro Jeremy Tan Bernhard Kainz E. Konukoglu Ben Glocker DRL 34 70 0 27 Sep 2018
A Probabilistic U-Net for Segmentation of Ambiguous Images Simon A. A. Kohl Bernardino Romera-Paredes Clemens Meyer J. Fauw J. Ledsam Klaus H. Maier-Hein S. M. Ali Eslami Danilo Jimenez Rezende Olaf Ronneberger UQCV SSeg 69 570 0 13 Jun 2018
Learning From Noisy Singly-labeled Data A. Khetan Zachary Chase Lipton Anima Anandkumar NoLa 47 161 0 13 Dec 2017
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.2K 76,547 0 18 May 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 942 149,474 0 22 Dec 2014

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