Addressing Class Imbalance in Semi-supervised Image Segmentation: A Study on Cardiac MRI

31 August 2022

Papers citing "Addressing Class Imbalance in Semi-supervised Image Segmentation: A Study on Cardiac MRI"

11 / 11 papers shown

Title
SemiDAViL: Semi-supervised Domain Adaptation with Vision-Language Guidance for Semantic Segmentation Hritam Basak Zhaozheng Yin VLM 35 0 0 08 Apr 2025
Boosting Semi-Supervised Medical Image Segmentation via Masked Image Consistency and Discrepancy Learning Pengcheng Zhou L. Zhang Wei Li 69 0 0 18 Mar 2025
Shape Transformation Driven by Active Contour for Class-Imbalanced Semi-Supervised Medical Image Segmentation Yuliang Gu Yepeng Liu Zhichao Sun Jinchi Zhu Yongchao Xu L. Najman MedIm 31 1 0 18 Oct 2024
Affinity-Graph-Guided Contractive Learning for Pretext-Free Medical Image Segmentation with Minimal Annotation Zehua Cheng Di Yuan Thomas Lukasiewicz 31 0 0 14 Oct 2024
S&D Messenger: Exchanging Semantic and Domain Knowledge for Generic Semi-Supervised Medical Image Segmentation Qixiang Zhang Haonan Wang Xiaomeng Li 39 0 0 10 Jul 2024
Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation Haonan Wang Xiaomeng Li 35 29 0 17 Oct 2023
DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image Segmentation Hong Wang Xiaomeng Li 38 33 0 22 Jul 2023
Semi-supervised Domain Adaptive Medical Image Segmentation through Consistency Regularized Disentangled Contrastive Learning Hritam Basak Zhaozheng Yin 24 12 0 06 Jul 2023
An Evaluation of Non-Contrastive Self-Supervised Learning for Federated Medical Image Analysis Soumitri Chattopadhyay Soham Ganguly Sreejit Chaudhury Sayan Nag S. Chattopadhyay 19 0 0 09 Mar 2023
Exploring Self-Supervised Representation Learning For Low-Resource Medical Image Analysis Soumitri Chattopadhyay Soham Ganguly Sreejit Chaudhury Sayan Nag S. Chattopadhyay 33 1 0 03 Mar 2023
IDEAL: Improved DEnse locAL Contrastive Learning for Semi-Supervised Medical Image Segmentation Hritam Basak Soumitri Chattopadhyay Rohit Kundu Sayan Nag R. Mallipeddi SSL 14 8 0 26 Oct 2022