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dataset_utils_scripts Public
Different scripts to be used for specific datasets (e.g, prostate, mammograms, brain) operations and management
Python UpdatedNov 11, 2024 -
crocodile Public
Carloni, G., Tsaftaris, S. A., & Colantonio, S. (2024). CROCODILE: Causality aids RObustness via COntrastive DIsentangled LEarning @ MICCAI 2024 UNSURE Workshop
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CoCoReco Public
Code base for our paper "Connectivity-Inspired Network for Context-Aware Recognition" (ECCV 2024, Human-inspired Computer Vision workshop)
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dgx-a100_utils Public
This tiny repo contains some useful scripts and bash commands to leverage the full potential of the NVIDIA DGX-A100 infrastructure, such as utilizing Docker and automatically deciding the best GPU …
Shell MIT License UpdatedMar 29, 2024 -
causality_conv_nets Public
Experiment with our attention-inspired framework for causality-driven CNNs: learn how to model causal dispositions within image datasets and enhance your image classifier's performance and XAI robu…
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causalnex Public
Forked from mckinsey/causalnexA Python library that helps data scientists to infer causation rather than observing correlation.
Python Other UpdatedMar 31, 2022 -
covidcxr-hackathon_isticnr Public
Repository containing scripts for Covid-CXR-Hackathon 2022. By Berti Andrea and Carloni Gianluca, Institute of Information Science and Technologies (ISTI), National Research Council (CNR), Pisa, Italy
GNU General Public License v3.0 UpdatedFeb 16, 2022 -
disentanglement_tutorial Public
Forked from vios-s/disentanglement_tutorialThis repository summarizes the material gathered for the tutorial on learning disentangled representations in the imaging domain, and serves as a roadmap for the disentanglement aficionados.
UpdatedSep 22, 2021 -
counterfactualms Public
Forked from jcreinhold/counterfactualmscounterfactuals for magnetic resonance images of multiple sclerosis
Python Other UpdatedApr 24, 2021 -
deepscm Public
Forked from biomedia-mira/deepscmRepository for Deep Structural Causal Models for Tractable Counterfactual Inference
Jupyter Notebook MIT License UpdatedMar 5, 2021 -
lung-segmentation-2d Public
Forked from imlab-uiip/lung-segmentation-2dLung fields segmentation on CXR images using convolutional neural networks.
Python MIT License UpdatedJun 3, 2020 -
CGNN Public
Forked from GoudetOlivier/CGNNReplication code for the article "Learning Functional Causal Models with Generative Neural Networks"
Python UpdatedJul 3, 2019