Alejandro F. Frangi

4 papers · 2017–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird

Venues

CVPR (2) MICCAI (1) MIDL (1)

Top co-authors

Jinming Duan (2) Tingting Mu (1) Soodeh Kalaie (1) Ling Shao (1) Xinxing Cheng (1) Haoran Dou (1) Wenqi Lu (1) Ali Gooya (1) Zherui Zhou (1) Arezoo Zakeri (1)

Research topics

Computer Vision (2) Deep Learning (2) Healthcare & Medicine (2) Architectures (2) Clinical (2) Domain-Specific (2) Processing (2) Artificial Intelligence (1) Machine Learning (1) Analysis (1) Bayesian & Probabilistic (1) Learning Types (1) Models (1) Techniques (1)

Keywords

medical imaging (1) weakly supervised learning (1) feature matching (1) 3d vision (1) geometric deep learning (1) feature representation (1) image registration (1) magnetic resonance imaging (1) convolutional sparse coding (1) probabilistic model (1) convolutional neural network (1) variational autoencoder (1) deformation field (1) 3d convolution (1) medical image (1) spatial awareness (1) shape generation (1) adaptive convolution (1) graph neural network (1) deformable registration (1)

Papers

4D CardioSynth: Synthesising Dynamic Virtual Heart Populations through Spatiotemporal Disentanglement MICCAI 2025 SACB-Net: Spatial-awareness Convolutions for Medical Image Registration CVPR 2025 A Geometric Deep Learning Framework for Generation of Virtual Left Ventricles as Graphs MIDL 2023 Simultaneous Super-Resolution and Cross-Modality Synthesis of 3D Medical Images Using Weakly-Supervised Joint Convolutional Sparse Coding CVPR 2017