Explainability of random survival forests in predicting conversion risk from mild cognitive impairment to Alzheimer’s disease

Random Survival Forests (RSF) has recently showed better performance than statistical survival methods as Cox proportional hazard (CPH) in predicting conversion risk from mild cognitive impairment (MCI) to Alzheimer’s disease (AD). However, RSF application in real-world clinical setting is still lim...

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Detalles Bibliográficos
Autores principales: Sarica, Alessia, Aracri, Federica, Bianco, Maria Giovanna, Arcuri, Fulvia, Quattrone, Andrea, Quattrone, Aldo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2023
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10657350/
https://www.ncbi.nlm.nih.gov/pubmed/37979033
http://dx.doi.org/10.1186/s40708-023-00211-w

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10657350/
https://www.ncbi.nlm.nih.gov/pubmed/37979033
http://dx.doi.org/10.1186/s40708-023-00211-w

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