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Overcoming the diagnostic gap in mild cognitive impairment in Parkinson's disease: a pilot study employing a machine learning-/augmented reality-based digital biomarker.

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Title: Overcoming the diagnostic gap in mild cognitive impairment in Parkinson's disease: a pilot study employing a machine learning-/augmented reality-based digital biomarker.
Authors: Poplawska-Domaszewicz K; Institute of Neurological Disorders, Poznan University of Medical Sciences, Poznań, Poland., Streel E; Altoida Inc., Washington, DC, United States., Brek A; Institute of Neurological Disorders, Poznan University of Medical Sciences, Poznań, Poland., Miśko N; Institute of Neurological Disorders, Poznan University of Medical Sciences, Poznań, Poland., Kosińska E; University Hospital, Poznan, Poland., Metta V; Kings Parkinson's Centre of Excellence, King's College Hospital, Dubai Hills, Dubai, United Arab Emirates.; Kings College Hospital, London, United Kingdom., Odin P; Department of Neurology, Lund University, Lund, Sweden., Antonini A; Neurodegenerative Disease Unit, Department of Neuroscience, Padua Neuroscience Center (PNC), University of Padua, Padua, Italy.; IRCCS San Camillo, Venice, Italy., Biundo R; IRCCS San Camillo, Venice, Italy.; Department of General Psychology, University of Padova, Padua, Italy., Fiorenzato E; Neurodegenerative Disease Unit, Department of Neuroscience, Padua Neuroscience Center (PNC), University of Padua, Padua, Italy., Wu K; Kings College Hospital, London, United Kingdom., Chopra S; Kings Parkinson's Centre of Excellence, King's College Hospital, Dubai Hills, Dubai, United Arab Emirates., Haridas S; Kings Parkinson's Centre of Excellence, King's College Hospital, Dubai Hills, Dubai, United Arab Emirates., Tarnanas I; Altoida Inc., Washington, DC, United States., Griffin N; Altoida Inc., Washington, DC, United States., Brugada-Ramentol V; Altoida Inc., Washington, DC, United States., Iulita MF; Altoida Inc., Washington, DC, United States., Jones M; Altoida Inc., Washington, DC, United States., Michalak S; Institute of Neurological Disorders, Poznan University of Medical Sciences, Poznań, Poland., Kozubski W; Institute of Neurological Disorders, Poznan University of Medical Sciences, Poznań, Poland., Ray Chaudhuri K; Kings Parkinson's Centre of Excellence, King's College Hospital, Dubai Hills, Dubai, United Arab Emirates.; Dementech Neuroscience Clinical Academic Centre, London, United Kingdom.
Source: Frontiers in aging neuroscience [Front Aging Neurosci] 2026 Jun 01; Vol. 18, pp. 1839000. Date of Electronic Publication: 2026 Jun 01 (Print Publication: 2026).
Publication Type: Journal Article
Journal Info: Publisher: Frontiers Research Foundation Country of Publication: Switzerland NLM ID: 101525824 Publication Model: eCollection Cited Medium: Print ISSN: 1663-4365 (Print) Linking ISSN: 16634365 NLM ISO Abbreviation: Front Aging Neurosci Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: Overcoming the diagnostic gap in mild cognitive impairment in Parkinson's disease: a pilot study employing a machine learning-/augmented reality-based digital biomarker.
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  Data: <searchLink fieldCode="AU" term="%22Poplawska-Domaszewicz+K%22">Poplawska-Domaszewicz K</searchLink>; Institute of Neurological Disorders, Poznan University of Medical Sciences, Poznań, Poland.<br /><searchLink fieldCode="AU" term="%22Streel+E%22">Streel E</searchLink>; Altoida Inc., Washington, DC, United States.<br /><searchLink fieldCode="AU" term="%22Brek+A%22">Brek A</searchLink>; Institute of Neurological Disorders, Poznan University of Medical Sciences, Poznań, Poland.<br /><searchLink fieldCode="AU" term="%22Miśko+N%22">Miśko N</searchLink>; Institute of Neurological Disorders, Poznan University of Medical Sciences, Poznań, Poland.<br /><searchLink fieldCode="AU" term="%22Kosińska+E%22">Kosińska E</searchLink>; University Hospital, Poznan, Poland.<br /><searchLink fieldCode="AU" term="%22Metta+V%22">Metta V</searchLink>; Kings Parkinson's Centre of Excellence, King's College Hospital, Dubai Hills, Dubai, United Arab Emirates.; Kings College Hospital, London, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Odin+P%22">Odin P</searchLink>; Department of Neurology, Lund University, Lund, Sweden.<br /><searchLink fieldCode="AU" term="%22Antonini+A%22">Antonini A</searchLink>; Neurodegenerative Disease Unit, Department of Neuroscience, Padua Neuroscience Center (PNC), University of Padua, Padua, Italy.; IRCCS San Camillo, Venice, Italy.<br /><searchLink fieldCode="AU" term="%22Biundo+R%22">Biundo R</searchLink>; IRCCS San Camillo, Venice, Italy.; Department of General Psychology, University of Padova, Padua, Italy.<br /><searchLink fieldCode="AU" term="%22Fiorenzato+E%22">Fiorenzato E</searchLink>; Neurodegenerative Disease Unit, Department of Neuroscience, Padua Neuroscience Center (PNC), University of Padua, Padua, Italy.<br /><searchLink fieldCode="AU" term="%22Wu+K%22">Wu K</searchLink>; Kings College Hospital, London, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Chopra+S%22">Chopra S</searchLink>; Kings Parkinson's Centre of Excellence, King's College Hospital, Dubai Hills, Dubai, United Arab Emirates.<br /><searchLink fieldCode="AU" term="%22Haridas+S%22">Haridas S</searchLink>; Kings Parkinson's Centre of Excellence, King's College Hospital, Dubai Hills, Dubai, United Arab Emirates.<br /><searchLink fieldCode="AU" term="%22Tarnanas+I%22">Tarnanas I</searchLink>; Altoida Inc., Washington, DC, United States.<br /><searchLink fieldCode="AU" term="%22Griffin+N%22">Griffin N</searchLink>; Altoida Inc., Washington, DC, United States.<br /><searchLink fieldCode="AU" term="%22Brugada-Ramentol+V%22">Brugada-Ramentol V</searchLink>; Altoida Inc., Washington, DC, United States.<br /><searchLink fieldCode="AU" term="%22Iulita+MF%22">Iulita MF</searchLink>; Altoida Inc., Washington, DC, United States.<br /><searchLink fieldCode="AU" term="%22Jones+M%22">Jones M</searchLink>; Altoida Inc., Washington, DC, United States.<br /><searchLink fieldCode="AU" term="%22Michalak+S%22">Michalak S</searchLink>; Institute of Neurological Disorders, Poznan University of Medical Sciences, Poznań, Poland.<br /><searchLink fieldCode="AU" term="%22Kozubski+W%22">Kozubski W</searchLink>; Institute of Neurological Disorders, Poznan University of Medical Sciences, Poznań, Poland.<br /><searchLink fieldCode="AU" term="%22Ray+Chaudhuri+K%22">Ray Chaudhuri K</searchLink>; Kings Parkinson's Centre of Excellence, King's College Hospital, Dubai Hills, Dubai, United Arab Emirates.; Dementech Neuroscience Clinical Academic Centre, London, United Kingdom.
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  Data: <searchLink fieldCode="JN" term="%22101525824%22">Frontiers in aging neuroscience</searchLink> [Front Aging Neurosci] 2026 Jun 01; Vol. 18, pp. 1839000. <i>Date of Electronic Publication: </i>2026 Jun 01 (<i>Print Publication: </i>2026).
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Frontiers+Research+Foundation%22">Frontiers Research Foundation </searchLink><i>Country of Publication: </i>Switzerland <i>NLM ID: </i>101525824 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Print <i>ISSN: </i>1663-4365 (Print) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2216634365%22">16634365 </searchLink><i>NLM ISO Abbreviation: </i>Front Aging Neurosci <i>Subsets: </i>PubMed not MEDLINE
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