M. Jorge Cardoso
9 papers · 2019–2025 · 2 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (19) 🌍 Conference Polyglot · Bronze
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Keywords
semantic segmentation
(2)
image segmentation
(2)
uncertainty quantification
(2)
convolutional neural network
(2)
anomaly detection
(1)
medical imaging
(1)
data augmentation
(1)
medical image segmentation
(1)
out-of-distribution generalization
(1)
magnetic resonance imaging
(1)
markov random field
(1)
variational autoencoder
(1)
synthetic data
(1)
out-of-distribution detection
(1)
uncertainty estimation
(1)
latent diffusion model
(1)
anomaly segmentation
(1)
interactive segmentation
(1)
product of expert
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brain mri
(1)
Papers
MAIS: Memory-Attention for Interactive Segmentation
MIDL 2025
Confidence intervals uncovered: Are we ready for real-world medical imaging AI?
MICCAI 2024
Resolution and Field of View Invariant Generative Modelling with Latent Diffusion Models
MIDL 2024
Transformer-based out-of-distribution detection for clinically safe segmentation
MIDL 2022
An MRF-UNet Product of Experts for Image Segmentation
MIDL 2021
Unsupervised Brain Anomaly Detection and Segmentation with Transformers
MIDL 2021
A Heteroscedastic Uncertainty Model for Decoupling Sources of MRI Image Quality
MIDL 2020
3D multirater RCNN for multimodal multiclass detection and characterisation of extremely small objects
MIDL 2019
MRI k-Space Motion Artefact Augmentation: Model Robustness and Task-Specific Uncertainty
MIDL 2019