Standardized clinical assessments and advanced AI-driven instruments used to evaluate neurofunctional deficits, including within biomarker based framework, in Parkinson's disease - human intelligence made vs. AI models - systematic review.

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Title: Standardized clinical assessments and advanced AI-driven instruments used to evaluate neurofunctional deficits, including within biomarker based framework, in Parkinson's disease - human intelligence made vs. AI models - systematic review.
Authors: Anghelescu A; Department of Specific Discipline, Faculty of Midwifery and Nursing, University of Medicine and Pharmacy 'Carol Davila', Bucharest, Romania.; Teaching Emergency Hospital 'Bagdasar-Arseni', Bucharest, Romania., Munteanu C; Teaching Emergency Hospital 'Bagdasar-Arseni', Bucharest, Romania.; Department of Biomedical Sciences, Faculty of Medical Bioengineering, University of Medicine and Pharmacy 'Grigore T. Popa', Iaşi, Romania., Spinu A; Department of Clinical Education, Physical and Rehabilitation Medicine, Faculty of Medicine, University of Medicine and Pharmacy 'Carol Davila', Bucharest, Romania., Ciobanu V; Department of Computer Science, Politehnica University of Bucharest, Bucharest, Romania., Popescu C; Department of Clinical Education, Physical and Rehabilitation Medicine, Faculty of Medicine, University of Medicine and Pharmacy 'Carol Davila', Bucharest, Romania., Cioca IE; Department of Basic Medical Sciences, Faculty of Midwifery and Nursing, University of Medicine and Pharmacy 'Carol Davila', Bucharest, Romania., Andone I; Department of Clinical Education, Physical and Rehabilitation Medicine, Faculty of Medicine, University of Medicine and Pharmacy 'Carol Davila', Bucharest, Romania., Stoica SI; Department of Specific Discipline, Faculty of Midwifery and Nursing, University of Medicine and Pharmacy 'Carol Davila', Bucharest, Romania.; Teaching Emergency Hospital 'Bagdasar-Arseni', Bucharest, Romania., Mandu M; Department of Clinical Education, Physical and Rehabilitation Medicine, Faculty of Medicine, University of Medicine and Pharmacy 'Carol Davila', Bucharest, Romania., Rebedea A; Teaching Emergency Hospital 'Bagdasar-Arseni', Bucharest, Romania., Giuvara S; Teaching Emergency Hospital 'Bagdasar-Arseni', Bucharest, Romania., Malaelea AD; Teaching Emergency Hospital 'Bagdasar-Arseni', Bucharest, Romania., Vladulescu-Trandafir AI; Department of Clinical Education, Physical and Rehabilitation Medicine, Faculty of Medicine, University of Medicine and Pharmacy 'Carol Davila', Bucharest, Romania., Morcov MV; Department of Basic Medical Sciences, Faculty of Midwifery and Nursing, University of Medicine and Pharmacy 'Carol Davila', Bucharest, Romania.; National Teaching Centre for Neuro-psycho-motor Rehabilitation in Children 'Dr. N. Robanescu', Bucharest, Romania., Onose G; Department of Clinical Education, Physical and Rehabilitation Medicine, Faculty of Medicine, University of Medicine and Pharmacy 'Carol Davila', Bucharest, Romania.
Source: Frontiers in medicine [Front Med (Lausanne)] 2025 Jun 13; Vol. 12, pp. 1565275. Date of Electronic Publication: 2025 Jun 13 (Print Publication: 2025).
Publication Type: Journal Article; Systematic Review
Journal Info: Publisher: Frontiers Media S.A Country of Publication: Switzerland NLM ID: 101648047 Publication Model: eCollection Cited Medium: Print ISSN: 2296-858X (Print) Linking ISSN: 2296858X NLM ISO Abbreviation: Front Med (Lausanne) Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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