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A. David Edwards

3 papers · 2020–2026 · 1 venue · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver

Venues

MIDL (3)

Top co-authors

Daniel Rueckert (3) Joseph V. Hajnal (2) Vanessa Kyriakopoulou (2) Emma C. Robinson (2) Anthony N. Price (1) Mohamed A. Suliman (1) Logan Z. J. Williams (1) John Cupitt (1) Abdulah Fawaz (1) Mary Rutherford (1)

Research topics

Computer Vision (3) Deep Learning (2) Healthcare & Medicine (2) Analysis (2) Architectures (2) Clinical (2) Domain-Specific (2) Artificial Intelligence (1) Machine Learning (1) Application Areas (1) Learning Paradigms (1) Learning Types (1) Processing (1)

Keywords

fetal brain mri (2) semi-supervised learning (1) deep neural network (1) multi-head self-attention (1) cortical surface reconstruction (1) 3d image segmentation (1) cortical gray matter (1) cortical surface (1) minimal labeling (1) spherical manifold (1) cortical analysis (1) surface vision transformer (1) phenotype regression (1) sulcal depth analysis (1) template-based alignment (1) image segmentation (1) neurodevelopmental analysis (1)

Papers

SuD-CoTAN: Sulcal Depth-guided Anatomically Consistent Fetal Cortical Surface Reconstruction MIDL 2026 Surface Vision Transformers: Attention-Based Modelling applied to Cortical Analysis MIDL 2022 A deep learning approach to segmentation of the developing cortex in fetal brain MRI with minimal manual labeling MIDL 2020