Roberto Souza

5 papers · 2019–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🏃 Academic Marathon (6) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15) 🚀 Conference Pioneer

Conferences

MICCAI (2) MIDL (2) WACV (1)

Top co-authors

Lara Leijser (2) Abbas Omidi (2) Regan King (2) Richard Frayne (1) Neha Gianchandani (1) Tasneem Nasser (1) Anouk Verschuu (1) Aida Mohammadshahi (1) Peyman Tahghighi (1) R. Marc Lebel (1)

Keywords

medical imaging (2) image reconstruction (1) unsupervised domain adaptation (1) deep learning (1) magnetic resonance imaging (1) convolutional neural network (1) compressed sensing (1) brain mri (1)

Papers

Investigating Voxel-level Brain Age Prediction as a Pretext Task for Brain MRI Segmentation MICCAI 2025

Enhancing New Multiple Sclerosis Lesion Segmentation via Self-supervised Pre-training and Synthetic Lesion Integration MICCAI 2024

Unsupervised Domain Adaptation of Brain MRI Skull Stripping Trained on Adult Data to Newborns: Combining Synthetic Data with Domain Invariant Features MIDL 2024

Unsupervised Domain Adaptation of MRI Skull-Stripping Trained on Adult Data to Newborns WACV 2024

A Hybrid, Dual Domain, Cascade of Convolutional Neural Networks for Magnetic Resonance Image Reconstruction MIDL 2019