M. Jorge Cardoso
9 papers · 2019–2025 · 2 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (2) π Academic Marathon (5) π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (16)
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Conference Polyglot
(2)
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Academic Marathon
(5)
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Renaissance Researcher
(5)
π₯
Mega-Team
(22)
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Conference Pioneer
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Trend Setter
β
The Questioner
Conferences
MIDL (8)
MICCAI (1)
Top co-authors
Keywords
uncertainty quantification
(2)
convolutional neural network
(2)
semantic segmentation
(2)
image segmentation
(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)
out-of-distribution detection
(1)
uncertainty estimation
(1)
anomaly segmentation
(1)
interactive segmentation
(1)
product of expert
(1)
brain mri
(1)
region-based convolutional neural network
(1)
student-teacher framework
(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
MRI k-Space Motion Artefact Augmentation: Model Robustness and Task-Specific Uncertainty
MIDL 2019
3D multirater RCNN for multimodal multiclass detection and characterisation of extremely small objects
MIDL 2019