Crowd disagreement about medical images is informative

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Crowd disagreement about medical images is informative

21 June 2018

Veronika Cheplygina

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Papers citing "Crowd disagreement about medical images is informative"

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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 16 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 83 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 30 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 124 17 0 24 Sep 2018