Magnification Prior: A Self-Supervised Method for Learning
Representations on Breast Cancer Histopathological Images

Magnification Prior: A Self-Supervised Method for Learning Representations on Breast Cancer Histopathological Images

15 March 2022

Prakash Chandra Chhipa

Papers citing "Magnification Prior: A Self-Supervised Method for Learning Representations on Breast Cancer Histopathological Images"

8 / 8 papers shown

Title
$Exploring learning environments for label\-efficient cancer diagnosis$ Exploring learning environments for label\-efficient cancer diagnosis Samta Rani T. Ahmad Sarfaraz Masood Chandni Saxena 20 0 0 15 Aug 2024
Classification of Breast Cancer Histopathology Images using a Modified Supervised Contrastive Learning Method Matina Mahdizadeh Sani Ali Royat M. Baghshah 33 0 0 06 May 2024
Overcoming Data Scarcity in Biomedical Imaging with a Foundational Multi-Task Model Raphael Schäfer Till Nicke Henning Höfener Annkristin Lange Dorit Merhof Friedrich Feuerhake Volkmar Schulz Johannes Lotz Fabian Kiessling VLM 14 17 0 16 Nov 2023
GenSelfDiff-HIS: Generative Self-Supervision Using Diffusion for Histopathological Image Segmentation Vishnuvardhan Purma Suhas Srinath Seshan Srirangarajan A. Kakkar Prathosh A.P. MedIm DiffM 25 1 0 04 Sep 2023
MoMA: Momentum Contrastive Learning with Multi-head Attention-based Knowledge Distillation for Histopathology Image Analysis T. Vuong J. T. Kwak 33 6 0 31 Aug 2023
Learning Self-Supervised Representations for Label Efficient Cross-Domain Knowledge Transfer on Diabetic Retinopathy Fundus Images Ekta Gupta Varun Gupta M. Chopra Prakash Chandra Chhipa Marcus Liwicki 14 1 0 20 Apr 2023
Domain Adaptable Self-supervised Representation Learning on Remote Sensing Satellite Imagery M. Chopra Prakash Chandra Chhipa G. Mengi Varun Gupta Marcus Liwicki SSL 17 1 0 19 Apr 2023
Towards Label-efficient Automatic Diagnosis and Analysis: A Comprehensive Survey of Advanced Deep Learning-based Weakly-supervised, Semi-supervised and Self-supervised Techniques in Histopathological Image Analysis Linhao Qu Siyu Liu Xiaoyu Liu Manning Wang Zhijian Song 15 56 0 18 Aug 2022