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Psychol. 16:1510971. doi: 10.3389/fpsyg.2025.1510971 Author: Alba Roca-Ventura Creator: Adobe InDesign 19.5 (Windows) Producer: Adobe PDF Library 17.0 CreationDate: Fri Jul 25 09:59:02 2025 CEST ModDate: Fri Jul 25 09:59:16 2025 CEST Custom Metadata: no Metadata Stream: yes Tagged: yes UserProperties: no Suspects: no Form: none JavaScript: no Pages: 14 Encrypted: no Page size: 595.276 x 841.89 pts (A4) Page rot: 0 File size: 3332958 bytes Optimized: yes PDF version: 1.6 name type encoding emb sub uni object ID ------------------------------------ ----------------- ---------------- --- --- --- --------- PNAKFT+MuseoSans-500 Type 1C Custom yes yes yes 1559 0 NKBYDX+MuseoSans-300 Type 1C Custom yes yes yes 1567 0 LHCMBB+MuseoSans-700 Type 1C Custom yes yes yes 1572 0 KDNGND+MuseoSans-300Italic Type 1C WinAnsi yes yes yes 1577 0 BYUUMV+TimesNewRomanPSMT CID TrueType Identity-H yes yes yes 146 0 JEYAZF+MinionPro-Regular Type 1C Custom yes yes yes 141 0 NDROYX+MinionPro-It Type 1C Custom yes 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L2R ViewArea: CropBox ViewClip: CropBox PrintArea: CropBox PageClip: CropBox PageLayout: SinglePage PageMode: UseNone Language: en-US Outlines: Item: Title: Clustering on longitudinal lifestyle trajectories and their impact on cognitive performance Children: Item: Title: Introduction Item: Title: Materials and methods Children: Item: Title: Participants and study design Item: Title: Cognitive assessment Item: Title: Statistical analyses Item: Title: Results Children: Item: Title: Relationship between healthy habits and cognitive performance Item: Title: Discussion Item: Title: Limitations Item: Title: References Info: Author: Alba Roca-Ventura Subject: ​Roca-Ventura A, ​Solana-Sánchez J, Cattaneo G, ​Alviarez-Schulze V, ​España-Irla G, ​Redondo-Camós M, ​Delgado-Gallén S, Romero R, ​Buloz-Osorio E, ​Pascual-Leone Á and ​Bartrés-Faz D (2025) Clustering on longitudinal lifestyle trajectories and their i洀瀀愀挀琀 漀渀 挀漀最渀椀琀椀瘀攀 瀀攀爀昀漀爀洀愀渀挀攀⸀ 䘀爀漀渀琀⸀ 倀猀礀挀栀漀氀⸀ ㄀㘀㨀㄀㔀㄀ 㤀㜀㄀⸀ 搀漀椀㨀 ㄀ ⸀㌀㌀㠀㤀⼀昀瀀猀礀最⸀㈀ 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Front. Psychol. 16:1510971. doi: 10.3389/fpsyg.2025.1510971 lifestyle and behavior clustering analysis brain health longitudinal analyses cognition neuropsychological assessment Copyright © 2025 Roca-Ventura, Solana-Sánchez, Cattaneo, Alviarez-Schulze, España-Irla, Redondo-Camós, Delgado-Gallén, Romero, Buloz-Osorio, Pascual-Leone and Bartrés-Faz. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. 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