Hybrid deep learning novel framework for classification of parkinson's disease.

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Title: Hybrid deep learning novel framework for classification of parkinson's disease.
Authors: Desai S; Department of Computer Science and Engineering, Institute of Technology, Nirma University, Ahmedabad, Gujarat, India., Vora M; Department of Computer Science and Engineering, Institute of Technology, Nirma University, Ahmedabad, Gujarat, India., Shah S; Department of Computer Science and Engineering, Institute of Technology, Nirma University, Ahmedabad, Gujarat, India., Shah K; Department of Computer Science and Engineering, Institute of Technology, Nirma University, Ahmedabad, Gujarat, India., Vyas T; Department of Computer Science and Engineering, Institute of Technology, Nirma University, Ahmedabad, Gujarat, India., Nair A; Department of Computer Science and Engineering, Institute of Technology, Nirma University, Ahmedabad, Gujarat, India., Chhikaniwala H; Department of Information and Communication Technology, Adani University, Ahmedabad, Gujarat, India., Gajjar P; Department of Computer Science, North Carolina State University, NC, Raleigh, USA., Gupta S; Department of Ophthalmology, Broward Health North, Deerfield Beach, FL, USA.; Department of Technology and Clinical Trials, Advanced Research LLC, Deerfield Beach, USA., Patel RH; Department of Technology and Clinical Trials, Advanced Research LLC, Deerfield Beach, USA. rikipatel26@gmail.com., Sanghvi HA; Department of Information Technology and Operations Management, College of Business, Florida Atlantic University, Boca Raton, USA. hsanghvi2020@fau.edu.
Source: Scientific reports [Sci Rep] 2026 Feb 15; Vol. 16 (1). Date of Electronic Publication: 2026 Feb 15.
Publication Type: Journal Article
Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Desai+S%22">Desai S</searchLink>; Department of Computer Science and Engineering, Institute of Technology, Nirma University, Ahmedabad, Gujarat, India.<br /><searchLink fieldCode="AU" term="%22Vora+M%22">Vora M</searchLink>; Department of Computer Science and Engineering, Institute of Technology, Nirma University, Ahmedabad, Gujarat, India.<br /><searchLink fieldCode="AU" term="%22Shah+S%22">Shah S</searchLink>; Department of Computer Science and Engineering, Institute of Technology, Nirma University, Ahmedabad, Gujarat, India.<br /><searchLink fieldCode="AU" term="%22Shah+K%22">Shah K</searchLink>; Department of Computer Science and Engineering, Institute of Technology, Nirma University, Ahmedabad, Gujarat, India.<br /><searchLink fieldCode="AU" term="%22Vyas+T%22">Vyas T</searchLink>; Department of Computer Science and Engineering, Institute of Technology, Nirma University, Ahmedabad, Gujarat, India.<br /><searchLink fieldCode="AU" term="%22Nair+A%22">Nair A</searchLink>; Department of Computer Science and Engineering, Institute of Technology, Nirma University, Ahmedabad, Gujarat, India.<br /><searchLink fieldCode="AU" term="%22Chhikaniwala+H%22">Chhikaniwala H</searchLink>; Department of Information and Communication Technology, Adani University, Ahmedabad, Gujarat, India.<br /><searchLink fieldCode="AU" term="%22Gajjar+P%22">Gajjar P</searchLink>; Department of Computer Science, North Carolina State University, NC, Raleigh, USA.<br /><searchLink fieldCode="AU" term="%22Gupta+S%22">Gupta S</searchLink>; Department of Ophthalmology, Broward Health North, Deerfield Beach, FL, USA.; Department of Technology and Clinical Trials, Advanced Research LLC, Deerfield Beach, USA.<br /><searchLink fieldCode="AU" term="%22Patel+RH%22">Patel RH</searchLink>; Department of Technology and Clinical Trials, Advanced Research LLC, Deerfield Beach, USA. rikipatel26@gmail.com.<br /><searchLink fieldCode="AU" term="%22Sanghvi+HA%22">Sanghvi HA</searchLink>; Department of Information Technology and Operations Management, College of Business, Florida Atlantic University, Boca Raton, USA. hsanghvi2020@fau.edu.
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  Data: <searchLink fieldCode="JN" term="%22101563288%22">Scientific reports</searchLink> [Sci Rep] 2026 Feb 15; Vol. 16 (1). <i>Date of Electronic Publication: </i>2026 Feb 15.
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              Text: 2026 Feb 15
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