TY  - JOUR
AU  - Fernández Blázquez, Miguel Ángel
AU  - Ruiz Sánchez de León, José María
AU  - Sanz Blasco, Rubén
AU  - Verche Borges, Emilio
AU  - Ávila-Villanueva, Marina
AU  - Gil-Moreno, María José
AU  - Montenegro Peña, María Mercedes
AU  - Terrón, Carmen
AU  - Fernández-García, Cristina
AU  - Gómez-Ramírez J.
PY  - 2025
DO  - 10.1038/S41598-025-14832-0
UR  - https://hdl.handle.net/20.500.14352/125634
T2  - Scientific Reports
AB  - The global increase in dementia cases highlights the importance of early detection and intervention, particularly for individuals at risk of mild cognitive impairment (MCI), a precursor to dementia. The aim of this study is to develop and validate...
LA  - eng
PB  - Springer Nature
KW  - Aging
KW  - Dementia
KW  - Early diagnosis
KW  - Machine learning
KW  - Mil cognitive impairment
KW  - XGBoost.
KW  - Envejecimiento
KW  - Demencia
KW  - Diagnóstico precoz
KW  - Aprendizaje automático
KW  - Deterioro cognitivo leve
TI  - XGBoost models based on non imaging features for the prediction of mild cognitive impairment in older adults
TY  - journal article
VL  - 15
ER  -