Mostrando 4 resultados de: 4
Filtros aplicados
Publisher
ACM Transactions on Computing for Healthcare(1)
Applied Sciences (Switzerland)(1)
BMC Medical Informatics and Decision Making(1)
Proceedings - IEEE Symposium on Computer-Based Medical Systems(1)
Área temáticas
Enfermedades(2)
Medicina y salud(2)
Problemas sociales y servicios a grupos(2)
Ciencias de la computación(1)
Funcionamiento de bibliotecas y archivos(1)
Área de conocimiento
Aprendizaje automático(2)
Big data(1)
Ciencias de la computación(1)
Imágenes médicas(1)
Neurología(1)
Origen
scopus(4)
Calibrating mini-mental state examination scores to pbkp_redict misdiagnosed dementia patients
ArticleAbstract: Mini-Mental State Examination (MMSE) is used as a diagnostic test for dementia to screen a patient’sPalabras claves:classification, dementia, Machine learning, Mini mental score examination, pbkp_redictive models, random forest, regressionAutores:Aisopos F., Garrard P., María-Esther Vidal, Paliouras G., Vyas A.Fuentes:scopusIASiS: Towards heterogeneous big data analysis for personalized medicine
Conference ObjectAbstract: The vision of IASIS project is to turn the wave of big biomedical data heading our way into actionabPalabras claves:Big Data Analysis, dementia, Electronic health records, Genomics, lung cancer, personalized medicineAutores:Aisopos F., Bougiatiotis K., De Argila J.R., Dimakopoulos N., Garrard P., Krithara A., María-Esther Vidal, Mauricio R., Menasalvas Ruiz E., Nentidis A., Paliouras G., Provencio Pulla M., Rentoumi V., Rodriguez-Gonzalez A., Samaras E., Tartaglia G.G., Torrente M.Fuentes:scopusImproving Early Prognosis of Dementia Using Machine Learning Methods
ArticleAbstract: Early and precise prognosis of dementia is a critical medical challenge. The design of an optimal coPalabras claves:dementia, Machine learning, prognosisAutores:Aisopos F., Garrard P., Katsimpras G., María-Esther Vidal, Paliouras G.Fuentes:scopusIdentifying the presence and severity of dementia by applying interpretable machine learning techniques on structured clinical records
ArticleAbstract: Background: Dementia develops as cognitive abilities deteriorate, and early detection is critical foPalabras claves:CAMCOG, data science, dementia, LIME, Machine learning, Mini mental scoreAutores:Aisopos F., Garrard P., María-Esther Vidal, Paliouras G., Vyas A.Fuentes:scopus