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StyPath: Style-Transfer Data Augmentation For Robust Histology Image
  Classification

StyPath: Style-Transfer Data Augmentation For Robust Histology Image Classification

International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2020
9 July 2020
P. Cicalese
Aryan Mobiny
Pengyu Yuan
Jan Becker
Chandra Mohan
H. Nguyen
    MedImOOD
ArXiv (abs)PDFHTML

Papers citing "StyPath: Style-Transfer Data Augmentation For Robust Histology Image Classification"

6 / 6 papers shown
A survey of synthetic data augmentation methods in computer vision
A survey of synthetic data augmentation methods in computer visionMachine Intelligence Research (MIR), 2024
A. Mumuni
F. Mumuni
N. K. Gerrar
386
91
0
15 Mar 2024
Data Efficient Contrastive Learning in Histopathology using Active
  Sampling
Data Efficient Contrastive Learning in Histopathology using Active SamplingMachine Learning with Applications (MLWA), 2023
Tahsin Reasat
David S. Smith
MedIm
308
2
0
28 Mar 2023
Research Trends and Applications of Data Augmentation Algorithms
Research Trends and Applications of Data Augmentation Algorithms
João Fonseca
F. Bação
261
7
0
18 Jul 2022
Mixing Signals: Data Augmentation Approach for Deep Learning Based
  Modulation Recognition
Mixing Signals: Data Augmentation Approach for Deep Learning Based Modulation Recognition
Xin-Shun Xu
Zhuangzhi Chen
Dongwei Xu
Huaji Zhou
Shanqing Yu
Shilian Zheng
Qi Xuan
Xiaoniu Yang
190
16
0
05 Apr 2022
MDT-Net: Multi-domain Transfer by Perceptual Supervision for Unpaired
  Images in OCT Scan
MDT-Net: Multi-domain Transfer by Perceptual Supervision for Unpaired Images in OCT ScanIEEE International Symposium on Biomedical Imaging (ISBI), 2022
Weinan Song
Gaurav Fotedar
Nima Tajbakhsh
Ziheng Zhou
Lei He
Xiaowei Ding
247
1
0
12 Mar 2022
Learning domain-agnostic visual representation for computational
  pathology using medically-irrelevant style transfer augmentation
Learning domain-agnostic visual representation for computational pathology using medically-irrelevant style transfer augmentationIEEE Transactions on Medical Imaging (IEEE TMI), 2021
R. Yamashita
J. Long
Snikitha Banda
Jeanne Shen
D. Rubin
OODMedIm
208
62
0
02 Feb 2021
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