ENHANCE (ENriching Health data by ANnotations of Crowd and Experts): A
case study for skin lesion classification

v1v2 (latest)

ENHANCE (ENriching Health data by ANnotations of Crowd and Experts): A case study for skin lesion classification

27 July 2021

Gerard Schouten

Veronika Cheplygina

ArXiv (abs)PDF HTML Github (9★)

Papers citing "ENHANCE (ENriching Health data by ANnotations of Crowd and Experts): A case study for skin lesion classification"

13 / 13 papers shown

Title
Augmenting Chest X-ray Datasets with Non-Expert Annotations Veronika Cheplygina Cathrine Damgaard Dovile Juodelyte Veronika Cheplygina Amelia Jiménez-Sánchez 122 4 0 05 Sep 2023
Risk of Training Diagnostic Algorithms on Data with Demographic Bias Samaneh Abbasi-Sureshjani Ralf Raumanns B. Michels Gerard Schouten Veronika Cheplygina FaML 67 37 0 20 May 2020
Crowd disagreement about medical images is informative Veronika Cheplygina J. Pluim 47 25 0 21 Jun 2018
Lung and Pancreatic Tumor Characterization in the Deep Learning Era: Novel Supervised and Unsupervised Learning Approaches Sarfaraz Hussein Pujan Kandel C. Bolan Michael B. Wallace Ulas Bagci 115 221 0 10 Jan 2018
Skin Lesion Analysis Toward Melanoma Detection: A Challenge at the 2017 International Symposium on Biomedical Imaging (ISBI), Hosted by the International Skin Imaging Collaboration (ISIC) Noel Codella D. Gutman M. E. Celebi Brian Helba Michael Marchetti ... Aadi Kalloo Konstantinos Liopyris N. Mishra Harald Kittler Allan Halpern 94 2,081 0 13 Oct 2017
An Overview of Multi-Task Learning in Deep Neural Networks Sebastian Ruder CVBM 159 2,831 0 15 Jun 2017
Who Said What: Modeling Individual Labelers Improves Classification M. Guan Varun Gulshan Andrew M. Dai Geoffrey E. Hinton NoLa 62 226 0 26 Mar 2017
Center-Focusing Multi-task CNN with Injected Features for Classification of Glioma Nuclear Images Veda Murthy L. Hou Dimitris Samaras Tahsin M. Kurc Joel H. Saltz 49 37 0 20 Dec 2016
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization Ramprasaath R. Selvaraju Michael Cogswell Abhishek Das Ramakrishna Vedantam Devi Parikh Dhruv Batra FAtt 324 20,086 0 07 Oct 2016
Skin Lesion Analysis toward Melanoma Detection: A Challenge at the International Symposium on Biomedical Imaging (ISBI) 2016, hosted by the International Skin Imaging Collaboration (ISIC) David Gutman Noel Codella Emre M. Celebi Brian Helba Michael Marchetti N. Mishra Allan Halpern 84 663 0 04 May 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,426 0 10 Dec 2015
Rethinking the Inception Architecture for Computer Vision Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jonathon Shlens Z. Wojna 3DV BDL 886 27,416 0 02 Dec 2015
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.7K 100,508 0 04 Sep 2014