Virginia F. J. Newcombe

Orcid: 0000-0001-6044-9035

According to our database1, Virginia F. J. Newcombe authored at least 12 papers between 2011 and 2024.

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

Timeline

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Links

On csauthors.net:

Bibliography

2024
Feasibility and benefits of joint learning from MRI databases with different brain diseases and modalities for segmentation.
CoRR, 2024

2021
AutoImplant 2020-First MICCAI Challenge on Automatic Cranial Implant Design.
IEEE Trans. Medical Imaging, 2021

Transductive Image Segmentation: Self-training and Effect of Uncertainty Estimation.
Proceedings of the Domain Adaptation and Representation Transfer, and Affordable Healthcare and AI for Resource Diverse Global Health, 2021

2020
Self-supervised Skull Reconstruction in Brain CT Images with Decompressive Craniectomy.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Cranial Implant Design via Virtual Craniectomy with Shape Priors.
Proceedings of the Towards the Automatization of Cranial Implant Design in Cranioplasty, 2020

2019
A Decision Support System for Diagnostics and Treatment Planning in Traumatic Brain Injury.
IEEE J. Biomed. Health Informatics, 2019

TBI Lesion Segmentation in Head CT: Impact of Preprocessing and Data Augmentation.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2019

2017
Efficient multi-scale 3D CNN with fully connected CRF for accurate brain lesion segmentation.
Medical Image Anal., 2017

Unsupervised Domain Adaptation in Brain Lesion Segmentation with Adversarial Networks.
Proceedings of the Information Processing in Medical Imaging, 2017

2015
Robust whole-brain segmentation: Application to traumatic brain injury.
Medical Image Anal., 2015

2014
Contusion segmentation from subjects with Traumatic Brain Injury: A random forest framework.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

2011
Contrast-to-noise ratios for indices of anisotropy obtained from diffusion MRI: A study with standard clinical b-values at 3 T.
NeuroImage, 2011


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