Robust ML for Healthcare & Critical Applications @EURECOM

Pinned Repositories

usad
Language:Jupyter Notebook186
Vessel-Captcha
Language:Jupyter Notebook189
stressID
StressID - a Multimodal Dataset for Stress Identification
Language:Jupyter Notebook91
model_monitoring_selection
Language:Python31
SBNN
This is the pytorch implementation of the paper "A binary domain generalization for sparsifying binary neural networks", published in ECML PKDD 2023. Authors: R. Schiavone, F. Galati and M. A. Zuluaga.
Language:Python30
quality_control_CMR
Language:Jupyter Notebook21
glaucoma_mtl
Language:Python10
semesterprojects
Code associated to semester projects
01
vessel-tools
Scripts and utility programs for extracting and processing vasculature
Language:C++00
model_monitoring
Code and the useful links to reproduce the experiments in the paper Candela et al. Model Monitoring and Dynamic Model Selection in Travel Time-series Forecasting. ECML-PKDD 2020
Language:Python00

Robust ML for Healthcare & Critical Applications @EURECOM's Repositories

robustml-eurecom/glaucoma_mtl
Language:Python1
robustml-eurecom/stressID
StressID - a Multimodal Dataset for Stress Identification
Language:Jupyter Notebook91
robustml-eurecom/multi-organ-qc
Code to evaluate quality control on multiple organs. This is a first attempt to let the scripts being as generalised as possible for every organ segmentation available.
Language:Python
robustml-eurecom/Vessel-Captcha
Language:Jupyter Notebook189
robustml-eurecom/SBNN
This is the pytorch implementation of the paper "A binary domain generalization for sparsifying binary neural networks", published in ECML PKDD 2023. Authors: R. Schiavone, F. Galati and M. A. Zuluaga.
Language:Python3
robustml-eurecom/usad
Language:Jupyter Notebook186
robustml-eurecom/quality_control_CMR
Language:Jupyter Notebook21
robustml-eurecom/MnMs2
Code and experiments of theMulti-Disease, Multi-View & Multi-Center Right Ventricular Segmentation in Cardiac MRI (M&Ms-2) Challenge
Language:Jupyter Notebook1
robustml-eurecom/semesterprojects
Code associated to semester projects
1
robustml-eurecom/model_monitoring_selection
Language:Python31
robustml-eurecom/TSAD
Language:Python
robustml-eurecom/Maximum-Roaming-Mutli-Task-Learning
robustml-eurecom/model_monitoring
Code and the useful links to reproduce the experiments in the paper Candela et al. Model Monitoring and Dynamic Model Selection in Travel Time-series Forecasting. ECML-PKDD 2020
Language:Python
robustml-eurecom/vessel-tools
Scripts and utility programs for extracting and processing vasculature