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← Authors

Roberto Souza

6 papers · 2019–2026 · 3 conferences · across top CS/AI conferences

Achievements

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+1 more ↓ 🌍 Conference Polyglot (3) 🏃 Academic Marathon (6) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)
🚀 Conference Pioneer

Conferences

MIDL (3) MICCAI (2) WACV (1)

Top co-authors

Lara Leijser (2) Abbas Omidi (2) Regan King (2) Amin Komeili (1) Richard Frayne (1) Neha Gianchandani (1) Tasneem Nasser (1) Johanna Ospel (1) Anouk Verschuu (1) Aida Mohammadshahi (1)

Keywords

deep learning (2) medical imaging (2) unsupervised domain adaptation (1) magnetic resonance imaging (1) convolutional neural network (1) brain mri (1) clinical datum (1) ischemic stroke (1) stroke outcome prediction (1) compressed sensing (1) imaging datum (1) image reconstruction (1)

Papers

Validating the Benefit of Combining Imaging and Clinical Data for Ischemic Stroke Outcome Prediction MIDL 2026 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