Towards cross-cohort estimation of cognitive decline in neurodegenerative diseases - Inria - Institut national de recherche en sciences et technologies du numérique
Conference Papers Year : 2020

Towards cross-cohort estimation of cognitive decline in neurodegenerative diseases

Abstract

Heterogeneity of cohorts, in terms of inclusion criteria, design of follow-up visits and batteries of cognitive assessments, hinders any thorough comparisons between them. For that reason, we build a cross-cohort model of cognitive decline that can be personalized to any patient, allowing to impute partially or totally missing scores. This enables to compare at an individual level disease progression of subjects from different cohorts, with a temporal realignment and regarding a broader set of biomarkers.
Fichier principal
Vignette du fichier
Towards cross-cohort estimation of cognitive decline in neurodegenerative diseases.pdf (587.21 Ko) Télécharger le fichier
Origin Files produced by the author(s)

Dates and versions

hal-03137870 , version 1 (10-02-2021)

Identifiers

  • HAL Id : hal-03137870 , version 1

Cite

Etienne Maheux, Igor Koval, Damiano Archetti, Alberto Redolfi, Stanley Durrleman​. Towards cross-cohort estimation of cognitive decline in neurodegenerative diseases. VPH 2020 - Virtual Physiological Human, Aug 2020, Paris / Virtual, France. ⟨hal-03137870⟩
74 View
133 Download

Share

More