Prediction models using artificial intelligence and longitudinal data from electronic health records: a systematic methodological review
LA Carrasco-Ribelles, J Llanes-Jurado… - Journal of the …, 2023 - academic.oup.com
Objective To describe and appraise the use of artificial intelligence (AI) techniques that can
cope with longitudinal data from electronic health records (EHRs) to predict health-related …
cope with longitudinal data from electronic health records (EHRs) to predict health-related …
[HTML][HTML] Predictive models for health deterioration: Understanding disease pathways for personalized medicine
BM Eskofier, J Klucken - Annual Review of Biomedical …, 2023 - annualreviews.org
Artificial intelligence (AI) and machine learning (ML) methods are currently widely employed
in medicine and healthcare. A PubMed search returns more than 100,000 articles on these …
in medicine and healthcare. A PubMed search returns more than 100,000 articles on these …
[HTML][HTML] Modelling patient trajectories using multimodal information
Abstract Background: Electronic Health Records (EHRs) aggregate diverse information at
the patient level, holding a trajectory representative of the evolution of the patient health …
the patient level, holding a trajectory representative of the evolution of the patient health …
Tracking trajectories of multiple long-term conditions using dynamic patient-cluster associations
Momentum has been growing into research to better understand the dynamics of multiple
long-term conditions–multimorbidity (MLTC-M), defined as the co-occurrence of two or more …
long-term conditions–multimorbidity (MLTC-M), defined as the co-occurrence of two or more …
Multimorbidity patterns in an older population from North Europe
A Roso Llorach - 2023 - tdx.cat
1.-Background Multimorbidity, known as the presence of two or more chronic diseases in
one person, is a growing health condition related to aging. It is well known that people …
one person, is a growing health condition related to aging. It is well known that people …
Prédiction des parcours sous l'angle médico-économique: Une approche basée sur l'intelligence artificielle
A Martin - 2023 - theses.hal.science
Les structures de santé rencontrent des difficultés structurelles dans l'organisation des soins
et la prise en charge de leurs patients, notamment chroniques. Ces blocages sont multiples …
et la prise en charge de leurs patients, notamment chroniques. Ces blocages sont multiples …