Emma C. Robinson

5 papers · 2022–2026 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🚀 Conference Pioneer 📈 Trend Setter

Venues

MIDL (4) MICCAI (1)

Top co-authors

Daniel Rueckert (3) Irina Grigorescu (2) Mohamed A. Suliman (2) Bernhard Kainz (2) A. David Edwards (2) Qiang Ma (2) Vanessa Kyriakopoulou (2) Logan Z. J. Williams (2) Yourong Guo (2) Kirsten A Donald (1)

Research topics

Computer Vision (4) Deep Learning (3) Healthcare & Medicine (3) Clinical (3) Analysis (2) Architectures (2) Domain-Specific (2) Processing (2) Application Areas (1)

Keywords

deep learning (1) image super-resolution (1) image registration (1) magnetic resonance imaging (1) surface registration (1) state space model (1) convolutional neural network (1) multi-head self-attention (1) brain mri (1) cortical surface reconstruction (1) fetal brain mri (1) cortical surface (1) spherical manifold (1) cortical analysis (1) surface vision transformer (1) phenotype regression (1) sulcal depth analysis (1) template-based alignment (1) neurodevelopmental analysis (1) volume registration (1)

Papers

CSVR: Combined Surface and Volume Registration for Neonatal Brain MRI MIDL 2026 SuD-CoTAN: Sulcal Depth-guided Anatomically Consistent Fetal Cortical Surface Reconstruction MIDL 2026 GAMBAS: Generalised-Hilbert Mamba for Super-resolution of Paediatric Ultra-Low-Field MRI MIDL 2025 Weakly Supervised Learning of Cortical Surface Reconstruction from Segmentations MICCAI 2024 Surface Vision Transformers: Attention-Based Modelling applied to Cortical Analysis MIDL 2022