Title
Maximizing domain generalization in fetal brain tissue segmentation: the role of synthetic data generation, intensity clustering and real image fine-tuning Vladyslav Zalevskyi Thomas Sanchez Margaux Roulet Hélène Lajous Jordina Aviles Verdera Jana Hutter Hamza Kebiri Meritxell Bach Cuadra OOD 48 1 0 11 Nov 2024
AtlasSeg: Atlas Prior Guided Dual-U-Net for Cortical Segmentation in Fetal Brain MRI Haoan Xu Tianshu Zheng Xinyi Xu Yao Shen Jiwei Sun Cong Sun Guangbin Wang Dan Wu Dan Wu 38 0 0 05 Nov 2024
Detailed delineation of the fetal brain in diffusion MRI via multi-task learning Davood Karimi Camilo Calixto Haykel Snoussi M. C. Cortés-Albornoz C. Velasco-Annis Caitlin Rollins Camilo Jaimes Ali Gholipour Simon K. Warfield MedIm 26 3 0 26 Aug 2024
Diffuse-UDA: Addressing Unsupervised Domain Adaptation in Medical Image Segmentation with Appearance and Structure Aligned Diffusion Models Haifan Gong Yitao Wang Yihan Wang Jiashun Xiao Xiang Wan Haofeng Li MedIm 36 2 0 12 Aug 2024
Train-Free Segmentation in MRI with Cubical Persistent Homology Anton François Raphael Tinarrage 3DV 28 1 0 02 Jan 2024
FetMRQC: an open-source machine learning framework for multi-centric fetal brain MRI quality control Thomas Sanchez Oscar Esteban Yvan Gomez A. Pron Mériam Koob ... Nadine Girard Andras Jakab E. Eixarch G. Auzias Meritxell Bach Cuadra 24 5 0 08 Nov 2023
UPL-SFDA: Uncertainty-aware Pseudo Label Guided Source-Free Domain Adaptation for Medical Image Segmentation Jianghao Wu Guotai Wang Ran Gu Tao Lu Yinan Chen Wentao Zhu Tom Kamiel Magda Vercauteren Sébastien Ourselin Shaoting Zhang MedIm OOD 13 22 0 19 Sep 2023
Tissue Segmentation of Thick-Slice Fetal Brain MR Scans with Guidance from High-Quality Isotropic Volumes Shijie Huang Xukun Zhang Zhiming Cui Helena Zhang Geng Chen Dinggang Shen 19 1 0 13 Aug 2023
$Domain generalization in fetal brain MRI segmentation \\with multi-reconstruction augmentation$ Domain generalization in fetal brain MRI segmentation \\with multi-reconstruction augmentation Priscille de Dumast Meritxell Bach Cuadra 15 0 0 25 Nov 2022
Contour Dice loss for structures with Fuzzy and Complex Boundaries in Fetal MRI Bella Specktor-Fadida Bossmat Yehuda Daphna Link-Sourani L. Sira D. Ben Bashat Leo Joskowicz 29 2 0 25 Sep 2022
Distributionally Robust Deep Learning using Hardness Weighted Sampling Lucas Fidon Michael Aertsen Thomas Deprest Doaa Emam Frédéric Guffens ... Andrew Melbourne Sébastien Ourselin Jan Deprest Georg Langs Tom Kamiel Magda Vercauteren OOD 22 10 0 08 Jan 2020