Preservational Learning Improves Self-supervised Medical Image Models by Reconstructing Diverse Contexts

9 September 2021

Papers citing "Preservational Learning Improves Self-supervised Medical Image Models by Reconstructing Diverse Contexts"

5 / 5 papers shown

Title
AFiRe: Anatomy-Driven Self-Supervised Learning for Fine-Grained Representation in Radiographic Images Yihang Liu Lianghua He Y. Wen Longzhen Yang Hongzhou Chen MedIm 23 0 0 15 Apr 2025
MiM: Mask in Mask Self-Supervised Pre-Training for 3D Medical Image Analysis Jiaxin Zhuang Linshan Wu Qiong Wang V. Vardhanabhuti Lin Luo Hao Chen Hao Chen 41 4 0 24 Apr 2024
Instance-aware Self-supervised Learning for Nuclei Segmentation Xinpeng Xie Jiawei Chen Yuexiang Li Linlin Shen Kai Ma Yefeng Zheng SSL 65 57 0 22 Jul 2020
FocalMix: Semi-Supervised Learning for 3D Medical Image Detection Dong Wang Yuan Zhang Kexin Zhang Liwei Wang 65 109 0 20 Mar 2020
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 227 3,029 0 09 Mar 2020