Double InfoGAN for Contrastive Analysis
Contrastive Analysis (CA) deals with the discovery of what is common and what is distinctive
of a target domain compared to a background one. This is of great interest in many …
of a target domain compared to a background one. This is of great interest in many …
Interpretable and integrative deep learning for discovering brain-behaviour associations with stability analysis
Relying on traditional classification strategies from a single data source is now recognised
as ineffective for understanding, diagnosing, and predicting psychiatric syndromes …
as ineffective for understanding, diagnosing, and predicting psychiatric syndromes …
Learning pathological representations in neuroimaging: Predicting psychiatric diagnosis by integrating heterogeneity constraints
R Louiset - 2024 - theses.hal.science
The biological mechanisms that underlie the symptoms of psychiatric diseases, such as
schizophrenia, bipolar, or autistic disorders, are still poorly understood in many regards. One …
schizophrenia, bipolar, or autistic disorders, are still poorly understood in many regards. One …