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Multimodal diagnostic tools and advanced data models for detection of prodromal Parkinson's disease: a scoping review.

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Title: Multimodal diagnostic tools and advanced data models for detection of prodromal Parkinson's disease: a scoping review.
Authors: Serag I; Faculty of Medicine, Mansoura University, Mansoura, Egypt. ibrahimserag@std.mans.edu.eg., Azzam AY; Faculty of Medicine, October 6 University, Giza, Egypt., Hassan AK; Medical Research Group of Egypt, Negida Academy, Arlington, MA, USA.; University of California, Irvine, CA, USA., Diab RA; Faculty of medicine, Al-Azhar university, Cairo, Egypt., Diab M; Faculty of Medicine, Alexandria University, Alexandria, Egypt., Hefnawy MT; Faculty of Medicine, Zagazig University, Zagazig, Egypt., Ali MA; Qena Faculty of Medicine, South Valley University, Qena, Egypt., Negida A; Medical Research Group of Egypt, Negida Academy, Arlington, MA, USA.; Department of Neurology, Virginia Commonwealth University, Richmond, VA, USA.
Source: BMC medical imaging [BMC Med Imaging] 2025 Mar 28; Vol. 25 (1), pp. 103. Date of Electronic Publication: 2025 Mar 28.
Publication Type: Journal Article; Scoping Review
Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 100968553 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2342 (Electronic) Linking ISSN: 14712342 NLM ISO Abbreviation: BMC Med Imaging Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Serag+I%22">Serag I</searchLink>; Faculty of Medicine, Mansoura University, Mansoura, Egypt. ibrahimserag@std.mans.edu.eg.<br /><searchLink fieldCode="AU" term="%22Azzam+AY%22">Azzam AY</searchLink>; Faculty of Medicine, October 6 University, Giza, Egypt.<br /><searchLink fieldCode="AU" term="%22Hassan+AK%22">Hassan AK</searchLink>; Medical Research Group of Egypt, Negida Academy, Arlington, MA, USA.; University of California, Irvine, CA, USA.<br /><searchLink fieldCode="AU" term="%22Diab+RA%22">Diab RA</searchLink>; Faculty of medicine, Al-Azhar university, Cairo, Egypt.<br /><searchLink fieldCode="AU" term="%22Diab+M%22">Diab M</searchLink>; Faculty of Medicine, Alexandria University, Alexandria, Egypt.<br /><searchLink fieldCode="AU" term="%22Hefnawy+MT%22">Hefnawy MT</searchLink>; Faculty of Medicine, Zagazig University, Zagazig, Egypt.<br /><searchLink fieldCode="AU" term="%22Ali+MA%22">Ali MA</searchLink>; Qena Faculty of Medicine, South Valley University, Qena, Egypt.<br /><searchLink fieldCode="AU" term="%22Negida+A%22">Negida A</searchLink>; Medical Research Group of Egypt, Negida Academy, Arlington, MA, USA.; Department of Neurology, Virginia Commonwealth University, Richmond, VA, USA.
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  Data: <searchLink fieldCode="JN" term="%22100968553%22">BMC medical imaging</searchLink> [BMC Med Imaging] 2025 Mar 28; Vol. 25 (1), pp. 103. <i>Date of Electronic Publication: </i>2025 Mar 28.
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        Value: 10.1186/s12880-025-01620-5
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              Text: 2025 Mar 28
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