Posts by Collection

code

USAD

Scripts and utility programs for anomaly detection in multivariate time series data

Vessel Tools

Scripts and utility programs for extracting and processing vasculature

Whole Heart Segmentation

Online tool for whole heart segmentation from MR or CT images

research

Anomaly Detection

Learning-based methods for anomaly detection in different applications

Quality Control

Performance monitoring in the absence of ground truth

Medical Image Segmentation

Interactive machine learning to circumvent data annotation in healthcare

Health Monitoring

Wearable devides and smart city sensors data for healthcare monitoring

ML Fundamentals

Efficient techniques to optimize the learning process of ML-based systems

talks

Comment identifier un fœtus à risque grâce au machine learning ?

Published: November 07, 2019

This talk presents some of the recent progress in prenatal diagnosis of congenital heart disease thanks to the use of machine learning techniques (in French).

Expert in the loop: Human-Machine Interaction to Build Safe AI-Based Systems

Published: November 21, 2019

This talk presents research work on the development of reliable learning frameworks addressing the problems of data complexity and low error tolerance in high-risk applications.