Jaume Banus

12 papers Misc 1Journal 6Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
From 100,000+ images to winning the first brain MRI foundation model challenges: Sharing lessons and models.
CoRR
Pedro M. Gordaliza, Jaume Banus, Benoît Gérin, Maxence Wynen, Nataliia Molchanova, Jonas Richiardi, Meritxell Bach Cuadra
2025 J jnl
Causal Attribution of Model Performance Gaps in Medical Imaging Under Distribution Shifts.
CoRR
Pedro M. Gordaliza, Nataliia Molchanova, Jaume Banus, Thomas Sanchez, Meritxell Bach Cuadra
2025 — conf
NIMOSEF: Neural Implicit Motion and Segmentation Functions.
MICCAI (11)
Jaume Banus, Antoine Delaloye, Pedro M. Gordaliza, Costa Georgantas, Ruud B. van Heeswijk, Jonas Richiardi
2025 J jnl
Spatiotemporal graph neural process for reconstruction, extrapolation, and classification of cardiac trajectories.
CoRR
Jaume Banus, Augustin C. Ogier, Roger Hullin, Philippe Meyer, Ruud B. van Heeswijk, Jonas Richiardi
2023 Misc conf
Deep Spatio-Temporal Multiplex Graph Learning for Cardiac Imaging Classification.
ICASSP
Jaume Banus, Augustin Ogier, Roger Hullin, Philippe Meyer, Ruud B. van Heeswijk, Jonas Richiardi
2021 J jnl
Biophysics-based statistical learning: Application to heart and brain interactions.
Medical Image Anal.
Jaume Banus, Marco Lorenzi, Oscar Camara, Maxime Sermesant
2021 — —
Heart & Brain: Linking Cardiovascular Pathologies and Neurodegeneration with a Combined Biophysical and Statistical Methodology. (Coeur & Cerveau: lien entre les pathologies cardiovasculaires et la neurodégénérescence par une approche combinée biophysique et statistique).
Jaume Banus
2020 — conf
Joint Data Imputation and Mechanistic Modelling for Simulating Heart-Brain Interactions in Incomplete Datasets.
MICCAI (6)
Jaume Banus, Maxime Sermesant, Oscar Camara, Marco Lorenzi
2020 J jnl
Joint data imputation and mechanistic modelling for simulating heart-brain interactions in incomplete datasets.
CoRR
Jaume Banus, Maxime Sermesant, Oscar Camara, Marco Lorenzi
2019 — conf
Large Scale Cardiovascular Model Personalisation for Mechanistic Analysis of Heart and Brain Interactions.
FIMH
Jaume Banus, Marco Lorenzi, Oscar Camara, Maxime Sermesant
2019 — conf
Non-invasive Pressure Estimation in Patients with Pulmonary Arterial Hypertension: Data-Driven or Model-Based?
STACOM@MICCAI
Yingyu Yang, Stephane Gillon, Jaume Banus, Pamela Moceri, Maxime Sermesant
2017 J jnl
Multifocal tDCS targeting the resting state motor network increases cortical excitability beyond traditional tDCS targeting unilateral motor cortex.
NeuroImage
David B. Fischer, Peter J. Fried, Giulio Ruffini, Oscar Ripolles, Ricardo Salvador, Jaume Banus, William Tyler Ketchabaw, Emiliano Santarnecchi, Alvaro Pascual-Leone, Michael D. Fox