Semi-Supervised Learning for Fetal Brain MRI Quality Assessment with ROI
consistency

Semi-Supervised Learning for Fetal Brain MRI Quality Assessment with ROI consistency

23 June 2020

Esra Abaci Turk

E. Adalsteinsson

Papers citing "Semi-Supervised Learning for Fetal Brain MRI Quality Assessment with ROI consistency"

10 / 10 papers shown

Title
Automatic quality control in multi-centric fetal brain MRI super-resolution reconstruction Thomas Sanchez Vladyslav Zalevsky Angeline Mihailo Gerard Martí Juan E. Eixarch Andras Jakab Vincent Dunet Mériam Koob G. Auzias Meritxell Bach Cuadra 51 0 0 13 Mar 2025
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
Self-supervised Fetal MRI 3D Reconstruction Based on Radiation Diffusion Generation Model Junpeng Tan Xin Zhang Yao Lv Xiangmin Xu Gang Li DiffM MedIm 32 0 0 16 Oct 2023
Two-Stage Deep Learning Framework for Quality Assessment of Left Atrial Late Gadolinium Enhanced MRI Images K. M. A. Sultan Benjamin A. Orkild Alan Morris E. Kholmovski E. Bieging Eugene Kwan Ravi Ranjan Ed DiBella Shireen Y. Elhabian MedIm 18 1 0 13 Oct 2023
Consistency Regularization Improves Placenta Segmentation in Fetal EPI MRI Time Series Yingcheng Liu Neerav Karani Neel Dey S. M. Abulnaga Junshen Xu P. E. Grant Esra Abaci Turk Polina Golland 26 0 0 05 Oct 2023
Expectation Maximization Pseudo Labels Moucheng Xu Yukun Zhou Chen Jin M. Groot Daniel C. Alexander N. Oxtoby Yipeng Hu Joseph Jacob 71 2 0 02 May 2023
FetMRQC: Automated Quality Control for fetal brain MRI Thomas Sanchez Oscar Esteban Yvan Gomez E. Eixarch Meritxell Bach Cuadra 32 7 0 12 Apr 2023
Incorporating Semi-Supervised and Positive-Unlabeled Learning for Boosting Full Reference Image Quality Assessment Yue Cao Zhaolin Wan Dongwei Ren Zifei Yan W. Zuo 30 19 0 19 Apr 2022
Learning Morphological Feature Perturbations for Calibrated Semi-Supervised Segmentation Moucheng Xu Yukun Zhou Chen Jin Stefano B. Blumberg Frederick J Wilson M. Groot Daniel C. Alexander N. Oxtoby Joseph Jacob 22 15 0 19 Mar 2022
MisMatch: Calibrated Segmentation via Consistency on Differential Morphological Feature Perturbations with Limited Labels Moucheng Xu Yukun Zhou Chen Jin M. Groot N. Oxtoby Daniel C. Alexander Joseph Jacob 33 7 0 23 Oct 2021