Mark Emberton

3 papers · 2023–2026 · 2 venues · 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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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🏆 Keyword Champion (2) 🚀 Conference Pioneer

Venues

MIDL (2) MICCAI (1)

Top co-authors

Yipeng Hu (3) Wen Yan (2) Shonit Punwani (2) Dean C. Barratt (2) Zachary M. C. Baum (1) Zeike A. Taylor (1) Dean Barratt (1) Alexander Ng (1) Zhe Min (1) Yipei Wang (1)

Research topics

Computer Vision (2) Deep Learning (2) Domain-Specific (2) Generation (1) Learning Types (1) Models (1) Optimization & Theory (1)

Keywords

prostate cancer (2) image generation (1) image synthesis (1) model interpretability (1) magnetic resonance imaging (1) diffusion model (1) foundation model (1) stable diffusion (1) representation learning (1) radiomic feature (1)

Papers

What Fine-Tuning Changes: A Radiomic Lens on Prostate Foundation Model Representations MIDL 2026 Biomechanics-informed Non-rigid Medical Image Registration and its Inverse Material Property Estimation with Linear and Nonlinear Elasticity MICCAI 2024 Bi-parametric prostate MR image synthesis using pathology and sequence-conditioned stable diffusion MIDL 2023