Pinned Repositories
blast-ct
Brain Lesion Analysis and Segmentation Tool for Computed Tomography
causal-gen
(ICML 2023) High Fidelity Image Counterfactuals with Probabilistic Causal Models
chexploration
Official repository for 'Algorithmic encoding of protected characteristics in chest X-ray disease detection models'
deepscm
Repository for Deep Structural Causal Models for Tractable Counterfactual Inference
demystifying-diffusion
drop2
drop2 - intensity-based image registration
istn
Image-and-Spatial Transformer Networks
masf
Domain Generalization via Model-Agnostic Learning of Semantic Features
stochastic_segmentation_networks
Stochastic Segmentation Networks
subgroup-separability
[MICCAI 2023] "The Role of Subgroup Separability in Group-Fair Medical Image Classification"
Team MIRA - BioMedIA's Repositories
biomedia-mira/deepscm
Repository for Deep Structural Causal Models for Tractable Counterfactual Inference
biomedia-mira/masf
Domain Generalization via Model-Agnostic Learning of Semantic Features
biomedia-mira/istn
Image-and-Spatial Transformer Networks
biomedia-mira/stochastic_segmentation_networks
Stochastic Segmentation Networks
biomedia-mira/blast-ct
Brain Lesion Analysis and Segmentation Tool for Computed Tomography
biomedia-mira/causal-gen
(ICML 2023) High Fidelity Image Counterfactuals with Probabilistic Causal Models
biomedia-mira/drop2
drop2 - intensity-based image registration
biomedia-mira/chexploration
Official repository for 'Algorithmic encoding of protected characteristics in chest X-ray disease detection models'
biomedia-mira/demystifying-diffusion
biomedia-mira/cxr-foundation-bias
Official repository for 'Risk of Bias in Chest Radiography Deep Learning Foundation Models'
biomedia-mira/subgroup-separability
[MICCAI 2023] "The Role of Subgroup Separability in Group-Fair Medical Image Classification"
biomedia-mira/atlas-istn
Code release for Atlas-ISTN
biomedia-mira/medmesh
Code repository for the paper 'A comparative study of graph neural networks for shape classification in neuroimaging'
biomedia-mira/upa
Unsupervised prediction alignment for automatic correction of acquisition shift in image classification
biomedia-mira/counterfactual-contrastive
Code for the paper "Counterfactual contrastive learning: robust representations via causal image synthesis"
biomedia-mira/dixonfix
Tool for correcting fat-water swaps in Dixon MRI
biomedia-mira/sos-vae
Official Code for "Structured Uncertainty in the Observation Space of Variational Autoencoders"
biomedia-mira/atmil
biomedia-mira/stitching
Stitching tool for composing whole-body scans from multiple stations
biomedia-mira/brain-age-cnn
biomedia-mira/counterfactual_axiomatic_soundness
biomedia-mira/oak2
Random forests for 2D and 3D image analysis