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1806.08174
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Crowd disagreement about medical images is informative
21 June 2018
Veronika Cheplygina
J. Pluim
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Papers citing
"Crowd disagreement about medical images is informative"
14 / 14 papers shown
Title
KorNAT: LLM Alignment Benchmark for Korean Social Values and Common Knowledge
Jiyoung Lee
Minwoo Kim
Seungho Kim
Junghwan Kim
Seunghyun Won
Hwaran Lee
Edward Choi
ALM
127
17
0
21 Feb 2024
Don't Label Twice: Quantity Beats Quality when Comparing Binary Classifiers on a Budget
Florian E. Dorner
Moritz Hardt
74
4
0
03 Feb 2024
Noise Correction on Subjective Datasets
Uthman Jinadu
Yi Ding
36
1
0
01 Nov 2023
Confidence Contours: Uncertainty-Aware Annotation for Medical Semantic Segmentation
Andre Ye
Quan Ze Chen
Amy X. Zhang
UQCV
66
1
0
15 Aug 2023
Label-noise-tolerant medical image classification via self-attention and self-supervised learning
Hongyang Jiang
Mengdi Gao
Yan Hu
Qi Ren
Zhaoheng Xie
Jiang-Dong Liu
NoLa
72
4
0
16 Jun 2023
The 'Problem' of Human Label Variation: On Ground Truth in Data, Modeling and Evaluation
Barbara Plank
93
100
0
04 Nov 2022
Calibrating Histopathology Image Classifiers using Label Smoothing
Jerry W. Wei
Lorenzo Torresani
Jason W. Wei
Saeed Hassanpour
38
1
0
28 Jan 2022
Dealing with Disagreements: Looking Beyond the Majority Vote in Subjective Annotations
Aida Mostafazadeh Davani
Mark Díaz
Vinodkumar Prabhakaran
93
315
0
12 Oct 2021
Co-Correcting: Noise-tolerant Medical Image Classification via mutual Label Correction
Jiarun Liu
Ruirui Li
Chuan Sun
OOD
NoLa
VLM
66
33
0
11 Sep 2021
ENHANCE (ENriching Health data by ANnotations of Crowd and Experts): A case study for skin lesion classification
Ralf Raumanns
Gerard Schouten
Max Joosten
J. Pluim
Veronika Cheplygina
66
6
0
27 Jul 2021
Multi-task Ensembles with Crowdsourced Features Improve Skin Lesion Diagnosis
Ralf Raumanns
Elif K Contar
Gerard Schouten
Veronika Cheplygina
14
0
0
28 Apr 2020
A Survey of Crowdsourcing in Medical Image Analysis
S. Ørting
Andrew Doyle
A. Hilten
Matthias Hirth
Oana Inel
C. Madan
Panagiotis Mavridis
Helen Spiers
Veronika Cheplygina
81
71
0
25 Feb 2019
Precise Proximal Femur Fracture Classification for Interactive Training and Surgical Planning
Amelia Jiménez-Sánchez
Anees Kazi
Shadi Albarqouni
C. Kirchhoff
P. Biberthaler
Nassir Navab
S. Kirchhoff
Diana Mateus
28
33
0
04 Feb 2019
Empirical Methodology for Crowdsourcing Ground Truth
Anca Dumitrache
Oana Inel
Benjamin Timmermans
Carlos Martinez-Ortiz
Robert-Jan Sips
Lora Aroyo
Chris Welty
HILM
122
17
0
24 Sep 2018
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