David E. Newby

Orcid: 0000-0001-7971-4628

According to our database1, David E. Newby authored at least 20 papers between 2015 and 2023.

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

Timeline

Legend:

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PhD thesis 
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Links

Online presence:

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Bibliography

2023
Direct head-to-head comparison of convolutional long short-term memory and transformer networks for artificial Intelligence-based quantification of atherosclerotic plaque and stenosis from coronary CT angiography.
Proceedings of the Medical Imaging 2023: Image Processing, 2023

2022
Surface Vision Transformers: Flexible Attention-Based Modelling of Biomedical Surfaces.
CoRR, 2022

2021
Disentangle, Align and Fuse for Multimodal and Semi-Supervised Image Segmentation.
IEEE Trans. Medical Imaging, 2021

DiCyc: GAN-based deformation invariant cross-domain information fusion for medical image synthesis.
Inf. Fusion, 2021

Whole Heart Anatomical Refinement from CCTA Using Extrapolation and Parcellation.
Proceedings of the Functional Imaging and Modeling of the Heart, 2021

2019
Disentangled representation learning in cardiac image analysis.
Medical Image Anal., 2019

Disentangle, align and fuse for multimodal and zero-shot image segmentation.
CoRR, 2019

Factorised Representation Learning in Cardiac Image Analysis.
CoRR, 2019

Evaluation of Algorithms for Multi-Modality Whole Heart Segmentation: An Open-Access Grand Challenge.
CoRR, 2019

Distance Oriented Particle Swarm Optimizer for Brain Image Registration.
IEEE Access, 2019

TPSDicyc: Improved Deformation Invariant Cross-domain Medical Image Synthesis.
Proceedings of the Machine Learning for Medical Image Reconstruction, 2019

Multimodal Cardiac Segmentation Using Disentangled Representation Learning.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Multi-Sequence CMR Segmentation, CRT-EPiggy and LV Full Quantification Challenges, 2019

2018
A two-stage 3D Unet framework for multi-class segmentation on full resolution image.
CoRR, 2018

A Distance Oriented Kalman Filter Particle Swarm Optimizer Applied to Multi-Modality Image Registration.
CoRR, 2018

Unsupervised Learning for Cross-Domain Medical Image Synthesis Using Deformation Invariant Cycle Consistency Networks.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2018

A Two-Stage U-Net Model for 3D Multi-class Segmentation on Full-Resolution Cardiac Data.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges, 2018

Factorised Spatial Representation Learning: Application in Semi-supervised Myocardial Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

2017
Multidimensional Assessments of Abdominal Aortic Aneurysms by Magnetic Resonance Against Ultrasound Diameter Measurements.
Proceedings of the Medical Image Understanding and Analysis - 21st Annual Conference, 2017

2016
Demons versus level-set motion registration for coronary 18F-sodium fluoride PET.
Proceedings of the Medical Imaging 2016: Image Processing, 2016

2015
Automatic multi-parametric MR registration method using mutual information based on adaptive asymmetric k-means binning.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015


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