Scribble-based Domain Adaptation via Co-segmentation

Scribble-based Domain Adaptation via Co-segmentation

7 July 2020

Sotirios Bisdas

Sebastien Ourselin

Tom Kamiel Magda Vercauteren

Papers citing "Scribble-based Domain Adaptation via Co-segmentation"

15 / 15 papers shown

Title
LNQ 2023 challenge: Benchmark of weakly-supervised techniques for mediastinal lymph node quantification R. Dorent Roya Khajavi Tagwa Idris Erik Ziegler B. Somarouthu ... Minghui Zhang Steve Pieper Gordon Harris Ron Kikinis Tina Kapur 49 5 0 19 Aug 2024
Interactive Image Selection and Training for Brain Tumor Segmentation Network Matheus A. Cerqueira Flávia Sprenger Bernardo C. A. Teixeira Alexandre X. Falcão 46 3 0 05 Jun 2024
SimPLe: Similarity-Aware Propagation Learning for Weakly-Supervised Breast Cancer Segmentation in DCE-MRI Yu-Min Zhong Yi Wang 13 11 0 29 Jun 2023
MS-MT: Multi-Scale Mean Teacher with Contrastive Unpaired Translation for Cross-Modality Vestibular Schwannoma and Cochlea Segmentation Ziyuan Zhao Kaixin Xu Huai Zhe Yeo Xulei Yang Cuntai Guan 38 5 0 28 Mar 2023
Weakly Unsupervised Domain Adaptation for Vestibular Schwannoma Segmentation Shahad Hardan Hussain Alasmawi Xiangjiang Hou Mohammad Yaqub 18 0 0 13 Mar 2023
WDA-Net: Weakly-Supervised Domain Adaptive Segmentation of Electron Microscopy Dafei Qiu Jiajin Yi Jialin Peng 16 3 0 24 Oct 2022
Contrastive Semi-supervised Learning for Domain Adaptive Segmentation Across Similar Anatomical Structures Ran Gu Jingyang Zhang Guotai Wang Wenhui Lei Tao Song Xiaofan Zhang Kang Li Shaoting Zhang 37 41 0 18 Aug 2022
Scribble2D5: Weakly-Supervised Volumetric Image Segmentation via Scribble Annotations Qiuhui Chen Yi Hong 43 24 0 13 May 2022
Unsupervised Cross-Modality Domain Adaptation for Segmenting Vestibular Schwannoma and Cochlea with Data Augmentation and Model Ensemble Hao Li Dewei Hu Qibang Zhu Kathleen E. Larson Huahong Zhang I. Oguz OOD 40 7 0 24 Sep 2021
Self-Training Based Unsupervised Cross-Modality Domain Adaptation for Vestibular Schwannoma and Cochlea Segmentation Hyungseob Shin Hyeongyu Kim Sewon Kim Yohan Jun Taejoon Eo D. Hwang OOD 37 5 0 22 Sep 2021
Self-supervised Multi-scale Consistency for Weakly Supervised Segmentation Learning Gabriele Valvano Andrea Leo Sotirios A. Tsaftaris 33 5 0 26 Aug 2021
Source-Free Domain Adaptation for Image Segmentation M. Bateson H. Kervadec Jose Dolz H. Lombaert Ismail Ben Ayed OOD MedIm 134 65 0 06 Aug 2021
Challenges for machine learning in clinical translation of big data imaging studies Nicola K. Dinsdale Emma Bluemke V. Sundaresan M. Jenkinson Stephen Smith Ana I. L. Namburete AI4CE 50 41 0 07 Jul 2021
Inter Extreme Points Geodesics for End-to-End Weakly Supervised Image Segmentation R. Dorent Samuel Joutard J. Shapey A. Kujawa Marc Modat Sebastien Ourselin Tom Kamiel Magda Vercauteren 26 28 0 01 Jul 2021
TorchIO: A Python library for efficient loading, preprocessing, augmentation and patch-based sampling of medical images in deep learning Fernando Pérez-García Rachel Sparks Sébastien Ourselin MedIm LM&MA 150 427 0 09 Mar 2020