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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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  Data: 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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  Data: <searchLink fieldCode="AU" term="%22Anghelescu+A%22">Anghelescu A</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Munteanu+C%22">Munteanu C</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Spinu+A%22">Spinu A</searchLink>; Department of Clinical Education, Physical and Rehabilitation Medicine, Faculty of Medicine, University of Medicine and Pharmacy 'Carol Davila', Bucharest, Romania.<br /><searchLink fieldCode="AU" term="%22Ciobanu+V%22">Ciobanu V</searchLink>; Department of Computer Science, Politehnica University of Bucharest, Bucharest, Romania.<br /><searchLink fieldCode="AU" term="%22Popescu+C%22">Popescu C</searchLink>; Department of Clinical Education, Physical and Rehabilitation Medicine, Faculty of Medicine, University of Medicine and Pharmacy 'Carol Davila', Bucharest, Romania.<br /><searchLink fieldCode="AU" term="%22Cioca+IE%22">Cioca IE</searchLink>; Department of Basic Medical Sciences, Faculty of Midwifery and Nursing, University of Medicine and Pharmacy 'Carol Davila', Bucharest, Romania.<br /><searchLink fieldCode="AU" term="%22Andone+I%22">Andone I</searchLink>; Department of Clinical Education, Physical and Rehabilitation Medicine, Faculty of Medicine, University of Medicine and Pharmacy 'Carol Davila', Bucharest, Romania.<br /><searchLink fieldCode="AU" term="%22Stoica+SI%22">Stoica SI</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Mandu+M%22">Mandu M</searchLink>; Department of Clinical Education, Physical and Rehabilitation Medicine, Faculty of Medicine, University of Medicine and Pharmacy 'Carol Davila', Bucharest, Romania.<br /><searchLink fieldCode="AU" term="%22Rebedea+A%22">Rebedea A</searchLink>; Teaching Emergency Hospital 'Bagdasar-Arseni', Bucharest, Romania.<br /><searchLink fieldCode="AU" term="%22Giuvara+S%22">Giuvara S</searchLink>; Teaching Emergency Hospital 'Bagdasar-Arseni', Bucharest, Romania.<br /><searchLink fieldCode="AU" term="%22Malaelea+AD%22">Malaelea AD</searchLink>; Teaching Emergency Hospital 'Bagdasar-Arseni', Bucharest, Romania.<br /><searchLink fieldCode="AU" term="%22Vladulescu-Trandafir+AI%22">Vladulescu-Trandafir AI</searchLink>; Department of Clinical Education, Physical and Rehabilitation Medicine, Faculty of Medicine, University of Medicine and Pharmacy 'Carol Davila', Bucharest, Romania.<br /><searchLink fieldCode="AU" term="%22Morcov+MV%22">Morcov MV</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Onose+G%22">Onose G</searchLink>; Department of Clinical Education, Physical and Rehabilitation Medicine, Faculty of Medicine, University of Medicine and Pharmacy 'Carol Davila', Bucharest, Romania.
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