Learning domain-agnostic visual representation for computational pathology using medically-irrelevant style transfer augmentation

2 February 2021

Papers citing "Learning domain-agnostic visual representation for computational pathology using medically-irrelevant style transfer augmentation"

7 / 7 papers shown

Title
PathoWAve: A Deep Learning-based Weight Averaging Method for Improving Domain Generalization in Histopathology Images Parastoo Sotoudeh Sharifi M. Omair Ahmad M. N. S. Swamy MoMe OOD 38 0 0 21 Jun 2024
Histopathological Image Analysis with Style-Augmented Feature Domain Mixing for Improved Generalization Vaibhav Khamankar Sutanu Bera Saumik Bhattacharya Debashis Sen P. Biswas 22 2 0 31 Oct 2023
Domain Generalization in Computational Pathology: Survey and Guidelines Mostafa Jahanifar M. Raza Kesi Xu T. Vuong R. Jewsbury ... Neda Zamanitajeddin Jin Tae Kwak S. Raza F. Minhas Nasir M. Rajpoot OOD 28 17 0 30 Oct 2023
Nuclear Segmentation and Classification: On Color & Compression Generalization Q. Vu R. Jewsbury S. Graham Mostafa Jahanifar S. Raza F. Minhas A. Bhalerao Nasir M. Rajpoot MedIm 19 6 0 09 Jan 2023
Deep Learning-Based Prediction of Molecular Tumor Biomarkers from H&E: A Practical Review Heather D. Couture 40 20 0 27 Nov 2022
HistoStarGAN: A Unified Approach to Stain Normalisation, Stain Transfer and Stain Invariant Segmentation in Renal Histopathology Jelica Vasiljević Friedrich Feuerhake Cédric Wemmert T. Lampert MedIm 43 3 0 18 Oct 2022
Benchmarking the Robustness of Deep Neural Networks to Common Corruptions in Digital Pathology Yunlong Zhang Yuxuan Sun Honglin Li S. Zheng Chenglu Zhu L. Yang OOD 62 27 0 30 Jun 2022