BEAN: Brain Extraction and Alignment Network for 3D Fetal Neurosonography

ISUOG Practice Guidelines (updated): sonographic examination of the fetal central nervous system. Part 2: performance of targeted neurosonography

(2021) D. Paladini et al.   ULTRASOUND IN OBSTETRICS & GYNECOLOGY

SciPy 1.0: fundamental algorithms for scientific computing in Python

(2020) Pauli Virtanen et al.   NATURE METHODS

Array programming with NumPy

(2020) Charles R. Harris et al.   NATURE

3D whole brain segmentation using spatially localized atlas network tiles

(2019) Yuankai Huo et al.   NEUROIMAGE

Automated brain extraction of multisequence MRI using artificial neural networks

(2019) Fabian Isensee et al.   HUMAN BRAIN MAPPING

An automated framework for localization, segmentation and super-resolution reconstruction of fetal brain MRI

(2019) Michael Ebner et al.   NEUROIMAGE

Prenatal diagnosis of brainstem anomalies

(2018) Karina Krajden Haratz et al.   EUROPEAN JOURNAL OF PAEDIATRIC NEUROLOGY

3D Reconstruction in Canonical Co-ordinate Space from Arbitrarily Oriented 2D Images

(2018) Benjamin Hou et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Fully-automated alignment of 3D fetal brain ultrasound to a canonical reference space using multi-task learning

(2018) Ana I.L. Namburete et al.   MEDICAL IMAGE ANALYSIS

A review on automatic fetal and neonatal brain MRI segmentation

(2018) Antonios Makropoulos et al.   NEUROIMAGE

Brain extraction from normal and pathological images: A joint PCA/Image-Reconstruction approach

(2018) Xu Han et al.   NEUROIMAGE

Segmentation and classification in MRI and US fetal imaging: Recent trends and future prospects

(2018) Jordina Torrents-Barrena et al.   MEDICAL IMAGE ANALYSIS

SonoNet: Real-Time Detection and Localisation of Fetal Standard Scan Planes in Freehand Ultrasound

(2017) Christian F. Baumgartner et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Auto-Context Convolutional Neural Network (Auto-Net) for Brain Extraction in Magnetic Resonance Imaging

(2017) Seyed Sadegh Mohseni Salehi et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

DeepCut: Object Segmentation From Bounding Box Annotations Using Convolutional Neural Networks

(2017) Martin Rajchl et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Automated template-based brain localization and extraction for fetal brain MRI reconstruction

(2017) Sébastien Tourbier et al.   NEUROIMAGE

A Deep Learning Solution for Automatic Fetal Neurosonographic Diagnostic Plane Verification Using Clinical Standard Constraints

(2017) Mohammad Yaqub et al.   ULTRASOUND IN MEDICINE AND BIOLOGY

ISUOG Practice Guidelines: performance of fetal magnetic resonance imaging

(2017) D. Prayer et al.   ULTRASOUND IN OBSTETRICS & GYNECOLOGY

Three-Dimensional Sonographic Evaluations of Embryonic Brain Development

(2017) Mi Suk Kim et al.   JOURNAL OF ULTRASOUND IN MEDICINE

A normative spatiotemporal MRI atlas of the fetal brain for automatic segmentation and analysis of early brain growth

(2017) Ali Gholipour et al.   Scientific Reports

A CNN Regression Approach for Real-Time 2D/3D Registration

(2016) Shun Miao et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Association Between MRI Exposure During Pregnancy and Fetal and Childhood Outcomes

(2016) Joel G. Ray et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Deep MRI brain extraction: A 3D convolutional neural network for skull stripping

(2016) Jens Kleesiek et al.   NEUROIMAGE

Learning-based prediction of gestational age from ultrasound images of the fetal brain

(2015) Ana I.L. Namburete et al.   MEDICAL IMAGE ANALYSIS

Standard Plane Localization in Fetal Ultrasound via Domain Transferred Deep Neural Networks

(2015) Hao Chen et al.   IEEE Journal of Biomedical and Health Informatics

International standards for fetal growth based on serial ultrasound measurements: the Fetal Growth Longitudinal Study of the INTERGROWTH-21st Project

(2014) Aris T Papageorghiou et al.   LANCET

Automatic quantification of normal cortical folding patterns from fetal brain MRI

(2014) R. Wright et al.   NEUROIMAGE

Automated fetal brain segmentation from 2D MRI slices for motion correction

(2014) K. Keraudren et al.   NEUROIMAGE

The objectives, design and implementation of the INTERGROWTH-21stProject

(2013) J Villar et al.   BJOG-AN INTERNATIONAL JOURNAL OF OBSTETRICS AND GYNAECOLOGY

Automatic segmentation of the fetal cerebellum on ultrasound volumes, using a 3D statistical shape model

(2013) Benjamín Gutiérrez-Becker et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Registration of 3D fetal neurosonography and MRI

(2013) Maria Kuklisova-Murgasova et al.   MEDICAL IMAGE ANALYSIS

Multi-atlas multi-shape segmentation of fetal brain MRI for volumetric and morphometric analysis of ventriculomegaly

(2012) Ali Gholipour et al.   NEUROIMAGE

Registration-Based Segmentation of Three-Dimensional Ultrasound Images for Quantitative Measurement of Fetal Craniofacial Structure

(2012) Hsin-Chen Chen et al.   ULTRASOUND IN MEDICINE AND BIOLOGY

Mapping Fetal Brain Development In Utero Using Magnetic Resonance Imaging: The Big Bang of Brain Mapping

(2011) Colin Studholme   Annual Review of Biomedical Engineering

BEaST: Brain extraction based on nonlocal segmentation technique

(2011) Simon F. Eskildsen et al.   NEUROIMAGE

FSL

(2011) Mark Jenkinson et al.   NEUROIMAGE

Evaluation of volume-based and surface-based brain image registration methods

(2010) Arno Klein et al.   NEUROIMAGE

A spatiotemporal atlas of MR intensity, tissue probability and shape of the fetal brain with application to segmentation

(2010) Piotr A. Habas et al.   NEUROIMAGE

Evaluation of 14 nonlinear deformation algorithms applied to human brain MRI registration

(2009) Arno Klein et al.   NEUROIMAGE

Three-dimensional ultrasound imaging

(2009) R W Prager et al.   PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART H-JOURNAL OF ENGINEERING IN MEDICINE

Detection and Measurement of Fetal Anatomies from Ultrasound Images using a Constrained Probabilistic Boosting Tree

(2008) G. Carneiro et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING