A Critical Appraisal of Data Augmentation Methods for Imaging-Based
Medical Diagnosis Applications

A Critical Appraisal of Data Augmentation Methods for Imaging-Based Medical Diagnosis Applications

14 December 2022

Tara Pattilachan

Debesh Jha

Michael B. Wallace

ArXiv (abs)PDF HTML

Papers citing "A Critical Appraisal of Data Augmentation Methods for Imaging-Based Medical Diagnosis Applications"

5 / 5 papers shown

Title
TrivialAugment: Tuning-free Yet State-of-the-Art Data Augmentation Samuel G. Müller Frank Hutter ViT MQ 64 289 0 18 Mar 2021
ResNeSt: Split-Attention Networks Hang Zhang Chongruo Wu Zhongyue Zhang Yi Zhu Yanghua Peng ... Tong He Jonas W. Mueller R. Manmatha Mu Li Alex Smola 104 1,477 0 19 Apr 2020
RandAugment: Practical automated data augmentation with a reduced search space E. D. Cubuk Barret Zoph Jonathon Shlens Quoc V. Le MQ 234 3,490 0 30 Sep 2019
Fast AutoAugment Sungbin Lim Ildoo Kim Taesup Kim Chiheon Kim Sungwoong Kim 100 595 0 01 May 2019
AutoAugment: Learning Augmentation Policies from Data E. D. Cubuk Barret Zoph Dandelion Mané Vijay Vasudevan Quoc V. Le 131 1,772 0 24 May 2018

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