Juan Eugenio Iglesias

7 papers · 2020–2025 · 5 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 · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (15) 📈 Trend Setter

Venues

MIDL (3) CVPR (1) ICCV (1) ICLR (1) MICCAI (1)

Top co-authors

Bruce Fischl (4) Yael Balbastre (2) Xiaoling Hu (2) Koen Van Leemput (2) Karthik Gopinath (2) Oula Puonti (2) Ben Glocker (1) Benjamin Billot (1) Adrian V Dalca (1) Malte Hoffmann (1)

Research topics

Deep Learning (5) Machine Learning (4) Computer Vision (3) Architectures (3) Domain-Specific (3) Learning Types · Machine Learning (3) Healthcare & Medicine (2) Application Areas (2) Clinical (2) Core Methods (2) Models (2) Learning Types · Deep Learning (1) Optimization & Theory (1) Processing (1)

Keywords

brain mri (2) brain imaging (2) 3d reconstruction (1) image segmentation (1) domain generalization (1) motion estimation (1) medical imaging (1) image reconstruction (1) deep learning (1) domain randomization (1) synthetic data generation (1) image registration (1) magnetic resonance imaging (1) brain image segmentation (1) markov random field (1) gaussian distribution (1) convolutional neural network (1) variational autoencoder (1) synthetic data (1) uncertainty estimation (1)

Papers

Hierarchical Uncertainty Estimation for Learning-based Registration in Neuroimaging ICLR 2025 Learn2Synth: Learning Optimal Data Synthesis Using Hypergradients for Brain Image Segmentation ICCV 2025 UNSURF: Uncertainty Quantification for Cortical Surface Reconstruction of Clinical Brain MRIs MICCAI 2025 Fully Convolutional Slice-to-Volume Reconstruction for Single-Stack MRI CVPR 2024 TopoFit: Rapid Reconstruction of Topologically-Correct Cortical Surfaces MIDL 2022 A Learning Strategy for Contrast-agnostic MRI Segmentation MIDL 2020 An Auto-Encoder Strategy for Adaptive Image Segmentation MIDL 2020