Mary A. Rutherford

Orcid: 0000-0003-3361-1337

According to our database1, Mary A. Rutherford authored at least 88 papers between 2003 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2025
Fetal body organ T2* relaxometry at low field strength (FOREST).
Medical Image Anal., 2025

2024
Craniofacial phenotyping with fetal MRI: a feasibility study of 3D visualisation, segmentation, surface-rendered and physical models.
BMC Medical Imaging, December, 2024

Towards Automated Multi-regional Lung Parcellation for 0.55-3T 3D T2w Fetal MRI.
Proceedings of the Perinatal, Preterm and Paediatric Image Analysis, 2024

Automatic Disentanglement of Motion in Fetal Low Field MRI Scans.
Proceedings of the Perinatal, Preterm and Paediatric Image Analysis, 2024

Automatic Assessment of Fetal Multi-echo Diffusion Weighted Scans.
Proceedings of the Perinatal, Preterm and Paediatric Image Analysis, 2024

2023
Combined Quantitative T2* Map and Structural T2-Weighted Tissue-Specific Analysis for Fetal Brain MRI: Pilot Automated Pipeline.
Proceedings of the Perinatal, Preterm and Paediatric Image Analysis, 2023

A Deep Learning Approach for Segmenting the Subplate and Proliferative Zones in Fetal Brain MRI.
Proceedings of the Perinatal, Preterm and Paediatric Image Analysis, 2023

An Automated Pipeline for Quantitative T2* Fetal Body MRI and Segmentation at Low Field.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2022
Automated 3D reconstruction of the fetal thorax in the standard atlas space from motion-corrupted MRI stacks for 21-36 weeks GA range.
Medical Image Anal., 2022

Segmentation of Periventricular White Matter in Neonatal Brain MRI: Analysis of Brain Maturation in Term and Preterm Cohorts.
Proceedings of the Perinatal, Preterm and Paediatric Image Analysis, 2022

A Fast Anatomical and Quantitative MRI Fetal Exam at Low Field.
Proceedings of the Perinatal, Preterm and Paediatric Image Analysis, 2022

2021
Preterm birth alters the development of cortical microstructure and morphology at term-equivalent age.
NeuroImage, 2021

Data-Driven multi-Contrast spectral microstructure imaging with InSpect: INtegrated SPECTral component estimation and mapping.
Medical Image Anal., 2021

APPLAUSE: Automatic Prediction of PLAcental health via U-net Segmentation and statistical Evaluation.
Medical Image Anal., 2021

Spatio-Temporal Atlas of Normal Fetal Craniofacial Feature Development and CNN-Based Ocular Biometry for Motion-Corrected Fetal MRI.
Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis, 2021

Detection of Injury and Automated Triage of Preterm Neonatal MRI Using Patch-Based Gaussian Processes.
Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis, 2021

Predicting Preterm Birth Using Multimodal Fetal Imaging.
Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis, 2021

2020
Deformable Slice-to-Volume Registration for Motion Correction of Fetal Body and Placenta MRI.
IEEE Trans. Medical Imaging, 2020

Higher Order Spherical Harmonics Reconstruction of Fetal Diffusion MRI With Intensity Correction.
IEEE Trans. Medical Imaging, 2020

Electronic consenting for conducting research remotely: A review of current practice and key recommendations for using e-consenting.
Int. J. Medical Informatics, 2020

A deep learning approach to segmentation of the developing cortex in fetal brain MRI with minimal manual labeling.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2020

Deformable Slice-to-Volume Registration for Reconstruction of Quantitative T2* Placental and Fetal MRI.
Proceedings of the Medical Ultrasound, and Preterm, Perinatal and Paediatric Image Analysis, 2020

Data-Driven Multi-contrast Spectral Microstructure Imaging with InSpect.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Automatic Detection of Neonatal Brain Injury on MRI.
Proceedings of the Medical Ultrasound, and Preterm, Perinatal and Paediatric Image Analysis, 2020

Surface Agnostic Metrics for Cortical Volume Segmentation and Regression.
Proceedings of the Machine Learning in Clinical Neuroimaging and Radiogenomics in Neuro-oncology, 2020

2019
Automated processing pipeline for neonatal diffusion MRI in the developing Human Connectome Project.
NeuroImage, 2019

Self-supervised Recurrent Neural Network for 4D Abdominal and In-utero MR Imaging.
Proceedings of the Machine Learning for Medical Image Reconstruction, 2019

InSpect: INtegrated SPECTral Component Estimation and Mapping for Multi-contrast Microstructural MRI.
Proceedings of the Information Processing in Medical Imaging, 2019

2018
Distortion Correction in Fetal EPI Using Non-Rigid Registration With a Laplacian Constraint.
IEEE Trans. Medical Imaging, 2018

3-D Reconstruction in Canonical Co-Ordinate Space From Arbitrarily Oriented 2-D Images.
IEEE Trans. Medical Imaging, 2018

Construction of a neonatal cortical surface atlas using Multimodal Surface Matching in the Developing Human Connectome Project.
NeuroImage, 2018

Slice-level diffusion encoding for motion and distortion correction.
Medical Image Anal., 2018

2017
Placenta Maps: In Utero Placental Health Assessment of the Human Fetus.
IEEE Trans. Vis. Comput. Graph., 2017

DeepCut: Object Segmentation From Bounding Box Annotations Using Convolutional Neural Networks.
IEEE Trans. Medical Imaging, 2017

PVR: Patch-to-Volume Reconstruction for Large Area Motion Correction of Fetal MRI.
IEEE Trans. Medical Imaging, 2017

3D Reconstruction in Canonical Co-ordinate Space from Arbitrarily Oriented 2D Images.
CoRR, 2017

Context-Sensitive Super-Resolution for Fast Fetal Magnetic Resonance Imaging.
Proceedings of the Molecular Imaging, Reconstruction and Analysis of Moving Body Organs, and Stroke Imaging and Treatment, 2017

Dynamic Field Mapping and Motion Correction Using Interleaved Double Spin-Echo Diffusion MRI.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Predicting Slice-to-Volume Transformation in Presence of Arbitrary Subject Motion.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

2016
High-Performance Motion Correction of Fetal MRI.
Proceedings of the 4th EuroVis Workshop on Reproducibility, 2016

Fast Fully Automatic Segmentation of the Human Placenta from Motion Corrupted MRI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Distortion correction in fetal EPI using non-rigid registration with Laplacian constraint.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

2015
Fast Volume Reconstruction From Motion Corrupted Stacks of 2D Slices.
IEEE Trans. Medical Imaging, 2015

Construction of a fetal spatio-temporal cortical surface atlas from in utero MRI: Application of spectral surface matching.
NeuroImage, 2015

Machine learning for the automatic localisation of foetal body parts in cine-MRI scans.
Proceedings of the Medical Imaging 2015: Image Processing, 2015

Learning and Combining Image Similarities for Neonatal Brain Population Studies.
Proceedings of the Machine Learning in Medical Imaging - 6th International Workshop, 2015

Automated Localization of Fetal Organs in MRI Using Random Forests with Steerable Features.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015

Flexible Reconstruction and Correction of Unpredictable Motion from Stacks of 2D Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Adaptive scan strategies for fetal MRI imaging using slice to volume techniques.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Automatic Brain Localization in Fetal MRI Using Superpixel Graphs.
Proceedings of the Machine Learning Meets Medical Imaging - First International Workshop, 2015

2014
Automatic quantification of normal cortical folding patterns from fetal brain MRI.
NeuroImage, 2014

Automated fetal brain segmentation from 2D MRI slices for motion correction.
NeuroImage, 2014

Resting State fMRI in the moving fetus: A robust framework for motion, bias field and spin history correction.
NeuroImage, 2014

Graph-Based Label Propagation in Fetal Brain MR Images.
Proceedings of the Machine Learning in Medical Imaging - 5th International Workshop, 2014

Motion Corrected 3D Reconstruction of the Fetal Thorax from Prenatal MRI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Fast fully automatic brain detection in fetal MRI using dense rotation invariant image descriptors.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

2013
Registration of 3D fetal neurosonography and MRI.
Medical Image Anal., 2013

Localisation of the Brain in Fetal MRI Using Bundled SIFT Features.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

2012
Erratum to Construction of a consistent high-definition spatio-temporal atlas of the developing brain using adaptive kernel regression [NeuroImage 59/3(2012) 2255-2265].
NeuroImage, 2012

Construction of a consistent high-definition spatio-temporal atlas of the developing brain using adaptive kernel regression.
NeuroImage, 2012

Magnetic resonance imaging of the newborn brain: Manual segmentation of labelled atlases in term-born and preterm infants.
NeuroImage, 2012

Reconstruction of fetal brain MRI with intensity matching and complete outlier removal.
Medical Image Anal., 2012

2011
A Combined Manifold Learning Analysis of Shape and Appearance to Characterize Neonatal Brain Development.
IEEE Trans. Medical Imaging, 2011

A dynamic 4D probabilistic atlas of the developing brain.
NeuroImage, 2011

2010
A common neonatal image phenotype predicts adverse neurodevelopmental outcome in children born preterm.
NeuroImage, 2010

An optimised tract-based spatial statistics protocol for neonates: Applications to prematurity and chronic lung disease.
NeuroImage, 2010

Combining Morphological Information in a Manifold Learning Framework: Application to Neonatal MRI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

2008
Assessment of brain growth in early childhood using deformation-based morphometry.
NeuroImage, 2008

2007
MRI of Moving Subjects Using Multislice Snapshot Images With Volume Reconstruction (SVR): Application to Fetal, Neonatal, and Adult Brain Studies.
IEEE Trans. Medical Imaging, 2007

Automatic segmentation and reconstruction of the cortex from neonatal MRI.
NeuroImage, 2007

Thalamo-cortical connectivity in children born preterm mapped using probabilistic magnetic resonance tractography.
NeuroImage, 2007

Diffusion tensor imaging with tract-based spatial statistics reveals local white matter abnormalities in preterm infants.
NeuroImage, 2007

A multivariate statistical analysis of the developing human brain in preterm infants.
Image Vis. Comput., 2007

Robust segmentation of brain MRI using combination of registration and EM-based methods.
Proceedings of the 23rd Spring Conference on Computer Graphics, 2007

Quantifying brain development in early childhood using segmentation and registration.
Proceedings of the Medical Imaging 2007: Image Processing, 2007

Longitudinal Cortical Registration for Developing Neonates.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

In-utero Three Dimension High Resolution Fetal Brain Diffusion Tensor Imaging.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

Groupwise Combined Segmentation and Registration for Atlas Construction.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

Automatic Cortical Segmentation in the Developing Brain.
Proceedings of the Information Processing in Medical Imaging, 2007

2006
The effect of preterm birth on neonatal cerebral vasculature studied with magnetic resonance angiography at 3 Tesla.
NeuroImage, 2006

Abnormal deep grey matter development following preterm birth detected using deformation-based morphometry.
NeuroImage, 2006

A whole brain morphometric analysis of changes associated with pre-term birth.
Proceedings of the Medical Imaging 2006: Image Processing, 2006

Segmentation of Brain MRI in Young Children.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

A novel approach to accurate 3D high resolution and high SNR fetal brain imaging.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

Analysis of growth in the developing brain using non-rigid registration.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

Quantification of Growth and Motion Using Non-rigid Registration.
Proceedings of the Computer Vision Approaches to Medical Image Analysis, 2006

2004
Using a Maximum Uncertainty LDA-Based Approach to Classify and Analyse MR Brain Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004

2003
An Evaluation of Deformation-Based Morphometry Applied to the Developing Human Brain and Detection of Volumetric Changes Associated with Preterm Birth.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003


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