Source-Free Domain Adaptive Fundus Image Segmentation with Denoised
Pseudo-Labeling

Source-Free Domain Adaptive Fundus Image Segmentation with Denoised Pseudo-Labeling

19 September 2021

Pheng-Ann Heng

Papers citing "Source-Free Domain Adaptive Fundus Image Segmentation with Denoised Pseudo-Labeling"

15 / 15 papers shown

Title
Uncertainty Quantification for Machine Learning in Healthcare: A Survey L. J. L. Lopez Shaza Elsharief Dhiyaa Al Jorf Firas Darwish Congbo Ma Farah E. Shamout 98 0 0 04 May 2025
GrInAdapt: Scaling Retinal Vessel Structural Map Segmentation Through Grounding, Integrating and Adapting Multi-device, Multi-site, and Multi-modal Fundus Domains Zixuan Liu Aaron Honjaya Yuekai Xu Yi Zhang Hefu Pan Xin Wang Linda Shapiro Sheng Wang Ruikang K Wang OOD 45 0 0 08 Mar 2025
MIAdapt: Source-free Few-shot Domain Adaptive Object Detection for Microscopic Images Nimra Dilawar Sara Nadeem Javed Iqbal Waqas Sultani Mohsen Ali 59 0 0 05 Mar 2025
Uncertainty and Energy based Loss Guided Semi-Supervised Semantic Segmentation Rini Smita Thakur Vinod K. Kurmi UQCV 29 1 0 03 Jan 2025
Post-Deployment Adaptation with Access to Source Data via Federated Learning and Source-Target Remote Gradient Alignment Felix Wagner Zeju Li Pramit Saha Konstantinos Kamnitsas MedIm 8 4 0 31 Aug 2023
Source-Free Domain Adaptive Fundus Image Segmentation with Class-Balanced Mean Teacher Longxiang Tang Kai Li Chunming He Yulun Zhang Xiu Li 32 23 0 14 Jul 2023
Black-box Source-free Domain Adaptation via Two-stage Knowledge Distillation Shuai Wang Daoan Zhang Zipei Yan Shitong Shao Ruizhen Li 14 2 0 13 May 2023
Tailored Multi-Organ Segmentation with Model Adaptation and Ensemble Jiahua Dong Guohua Cheng Yue Zhang Chengtao Peng Yu Song Ruofeng Tong Lanfen Lin Yen-Wei Chen 24 0 0 14 Apr 2023
MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding and Pseudo-Labeling Xuzhe Zhang Yu-Hsun Wu S. Entringer H. Simhan Jia Guo ... A. Jackowski Haifeng Li J. Posner Andrew F. Laine Yun Wang OOD 13 11 0 16 Mar 2023
Generative appearance replay for continual unsupervised domain adaptation Boqi Chen Kevin Thandiackal Pushpak Pati O. Goksel CLL MedIm 27 11 0 03 Jan 2023
Memory Consistent Unsupervised Off-the-Shelf Model Adaptation for Source-Relaxed Medical Image Segmentation Xiaofeng Liu Fangxu Xing G. El Fakhri Jonghye Woo OOD 37 30 0 16 Sep 2022
Single-domain Generalization in Medical Image Segmentation via Test-time Adaptation from Shape Dictionary Quande Liu Cheng Chen Qi Dou Pheng-Ann Heng OOD 47 36 0 29 Jun 2022
Target and Task specific Source-Free Domain Adaptive Image Segmentation VS Vibashan Jeya Maria Jose Valanarasu Vishal M. Patel OOD 22 17 0 29 Mar 2022
Source-free unsupervised domain adaptation for cross-modality abdominal multi-organ segmentation Jin Hong Yudong Zhang Weitian Chen OOD MedIm 24 82 0 24 Nov 2021
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 279 9,136 0 06 Jun 2015