Real-Time Automatic Fetal Brain Extraction in Fetal MRI by Deep Learning

Real-Time Automatic Fetal Brain Extraction in Fetal MRI by Deep Learning

25 October 2017

Seyed Raein Hashemi

C. Velasco-Annis

Abdelhakim Ouaalam

Deniz Erdogmus

Simon K. Warfield

Ali Gholipour

Papers citing "Real-Time Automatic Fetal Brain Extraction in Fetal MRI by Deep Learning"

10 / 10 papers shown

Title
UM-CAM: Uncertainty-weighted Multi-resolution Class Activation Maps for Weakly-supervised Fetal Brain Segmentation Jia Fu Tao Lu Shaoting Zhang Guotai Wang MedIm 23 2 0 20 Jun 2023
An automatic pipeline for atlas-based fetal and neonatal brain segmentation and analysis A. Urru Andrea A. Nakaki Ayako O. Benkarim ... Fàtima Gemma Piella Gemma M. A. G. Ballester Miguel A 8 9 0 16 May 2022
Rapid head-pose detection for automated slice prescription of fetal-brain MRI Malte Hoffmann Esra Abaci Turk B. Gagoski L. Morgan P. Wighton ... M. Reuter E. Adalsteinsson P. E. Grant L. Wald A. Kouwe 11 12 0 08 Oct 2021
Retrospective Motion Correction of MR Images using Prior-Assisted Deep Learning S. Chatterjee Alessandro Sciarra M. Dünnwald S. Oeltze-Jafra A. Nürnberger Oliver Speck MedIm 19 12 0 28 Nov 2020
CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation Ran Gu Guotai Wang Tao Song Rui Huang Michael Aertsen Jan Deprest Sébastien Ourselin Tom Kamiel Magda Vercauteren Shaoting Zhang SSeg 25 457 0 22 Sep 2020
Uncertainty-Guided Efficient Interactive Refinement of Fetal Brain Segmentation from Stacks of MRI Slices Guotai Wang Michael Aertsen Jan Deprest Sebastien Ourselin Tom Kamiel Magda Vercauteren Shaoting Zhang 31 34 0 02 Jul 2020
Deep Predictive Motion Tracking in Magnetic Resonance Imaging: Application to Fetal Imaging Ayush Singh S. Salehi Ali Gholipour MedIm 21 34 0 25 Sep 2019
Automatic brain tissue segmentation in fetal MRI using convolutional neural networks Nadieh Khalili Nikolas Lessmann Elise Turk N. Claessens R. Heus T. Kolk M. Viergever M. Benders I. Isgum 18 101 0 11 Jun 2019
Exclusive Independent Probability Estimation using Deep 3D Fully Convolutional DenseNets: Application to IsoIntense Infant Brain MRI Segmentation Seyed Raein Hashemi S. Prabhu Simon K. Warfield Ali Gholipour 3DV 24 6 0 21 Sep 2018
Aleatoric uncertainty estimation with test-time augmentation for medical image segmentation with convolutional neural networks Guotai Wang Wenqi Li Michael Aertsen Jan Deprest Sebastien Ourselin Tom Kamiel Magda Vercauteren UQCV MedIm OOD 49 582 0 19 Jul 2018