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Detecting Sensitive Mobility Features for Parkinson's Disease Stages Via Machine Learning.

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Title: Detecting Sensitive Mobility Features for Parkinson's Disease Stages Via Machine Learning.
Authors: Mirelman A; Laboratory for Early Markers Of Neurodegeneration (LEMON), Center for the Study of Movement, Cognition and Mobility, Neurological Institute, Tel Aviv Medical Center, Tel Aviv, Israel.; Sackler Faculty of Medicine and Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel., Ben Or Frank M; Laboratory for Early Markers Of Neurodegeneration (LEMON), Center for the Study of Movement, Cognition and Mobility, Neurological Institute, Tel Aviv Medical Center, Tel Aviv, Israel., Melamed M; Teva Pharmaceutical Industries Ltd., Netanya, Israel., Granovsky L; Teva Pharmaceutical Industries Ltd., Netanya, Israel., Nieuwboer A; Department of Rehabilitation Science, KU Leuven, Neuromotor Rehabilitation Research Group, Leuven, Belgium., Rochester L; Institute of Neuroscience, Newcastle University Institute for Ageing, Newcastle University, Newcastle upon Tyne, UK., Del Din S; Institute of Neuroscience, Newcastle University Institute for Ageing, Newcastle University, Newcastle upon Tyne, UK., Avanzino L; Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics and Maternal Child Health (DINOGMI), University of Genoa, Genoa, Italy.; IRCCS Policlinico San Martino Teaching Hospital, Genoa, Italy., Pelosin E; Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics and Maternal Child Health (DINOGMI), University of Genoa, Genoa, Italy.; IRCCS Policlinico San Martino Teaching Hospital, Genoa, Italy., Bloem BR; Department of Neurology, Radboud University Medical Center; Donders Institute for Brain, Cognition and Behavior, Nijmegen, The Netherlands., Della Croce U; Department of Biomedical Sciences, University of Sassari, Sassari, Italy., Cereatti A; Department of Biomedical Sciences, University of Sassari, Sassari, Italy.; Department of Electronics and Telecommunications, Politecnico di Torino, Turin, Italy., Bonato P; Department of Physical Medicine & Rehabilitation, Harvard Medical School, Boston, Massachusetts, USA., Camicioli R; Department of Medicine, University of Alberta, Edmonton, Alberta, Canada., Ellis T; Department of Physical Therapy & Athletic Training, Boston University, Boston, Massachusetts, USA., Hamilton JL; Michael J. Fox Foundation for Parkinson's Research, New York, New York, USA., Hass CJ; College of Health & Human Performance, Applied Physiology and Kinesiology, University of Florida, Gainesville, Florida, USA., Almeida QJ; Movement Disorders Research & Rehabilitation Centre, Wilfrid Laurier University, Waterloo, Canada., Inbal M; Laboratory for Early Markers Of Neurodegeneration (LEMON), Center for the Study of Movement, Cognition and Mobility, Neurological Institute, Tel Aviv Medical Center, Tel Aviv, Israel.; Sackler Faculty of Medicine and Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel., Thaler A; Laboratory for Early Markers Of Neurodegeneration (LEMON), Center for the Study of Movement, Cognition and Mobility, Neurological Institute, Tel Aviv Medical Center, Tel Aviv, Israel.; Sackler Faculty of Medicine and Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel., Shirvan J; Biogen, Cambridge, Massachusetts, USA., Cedarbaum JM; Coeruleus Clinical Sciences, Woodbridge, Connecticut, USA.; Yale University School of Medicine, New Haven, Connecticut, USA., Giladi N; Laboratory for Early Markers Of Neurodegeneration (LEMON), Center for the Study of Movement, Cognition and Mobility, Neurological Institute, Tel Aviv Medical Center, Tel Aviv, Israel.; Sackler Faculty of Medicine and Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel., Hausdorff JM; Laboratory for Early Markers Of Neurodegeneration (LEMON), Center for the Study of Movement, Cognition and Mobility, Neurological Institute, Tel Aviv Medical Center, Tel Aviv, Israel.; Sackler Faculty of Medicine and Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel.; Department of Physical Therapy, Tel Aviv University, Tel Aviv, Israel.; Department of Orthopedic Surgery, Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, Illinois, USA.
Source: Movement disorders : official journal of the Movement Disorder Society [Mov Disord] 2021 Sep; Vol. 36 (9), pp. 2144-2155. Date of Electronic Publication: 2021 May 06.
Publication Type: Journal Article; Research Support, Non-U.S. Gov't
Journal Info: Publisher: Wiley-Liss Country of Publication: United States NLM ID: 8610688 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1531-8257 (Electronic) Linking ISSN: 08853185 NLM ISO Abbreviation: Mov Disord Subsets: MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Mirelman+A%22">Mirelman A</searchLink>; Laboratory for Early Markers Of Neurodegeneration (LEMON), Center for the Study of Movement, Cognition and Mobility, Neurological Institute, Tel Aviv Medical Center, Tel Aviv, Israel.; Sackler Faculty of Medicine and Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel.<br /><searchLink fieldCode="AU" term="%22Ben+Or+Frank+M%22">Ben Or Frank M</searchLink>; Laboratory for Early Markers Of Neurodegeneration (LEMON), Center for the Study of Movement, Cognition and Mobility, Neurological Institute, Tel Aviv Medical Center, Tel Aviv, Israel.<br /><searchLink fieldCode="AU" term="%22Melamed+M%22">Melamed M</searchLink>; Teva Pharmaceutical Industries Ltd., Netanya, Israel.<br /><searchLink fieldCode="AU" term="%22Granovsky+L%22">Granovsky L</searchLink>; Teva Pharmaceutical Industries Ltd., Netanya, Israel.<br /><searchLink fieldCode="AU" term="%22Nieuwboer+A%22">Nieuwboer A</searchLink>; Department of Rehabilitation Science, KU Leuven, Neuromotor Rehabilitation Research Group, Leuven, Belgium.<br /><searchLink fieldCode="AU" term="%22Rochester+L%22">Rochester L</searchLink>; Institute of Neuroscience, Newcastle University Institute for Ageing, Newcastle University, Newcastle upon Tyne, UK.<br /><searchLink fieldCode="AU" term="%22Del+Din+S%22">Del Din S</searchLink>; Institute of Neuroscience, Newcastle University Institute for Ageing, Newcastle University, Newcastle upon Tyne, UK.<br /><searchLink fieldCode="AU" term="%22Avanzino+L%22">Avanzino L</searchLink>; Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics and Maternal Child Health (DINOGMI), University of Genoa, Genoa, Italy.; IRCCS Policlinico San Martino Teaching Hospital, Genoa, Italy.<br /><searchLink fieldCode="AU" term="%22Pelosin+E%22">Pelosin E</searchLink>; Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics and Maternal Child Health (DINOGMI), University of Genoa, Genoa, Italy.; IRCCS Policlinico San Martino Teaching Hospital, Genoa, Italy.<br /><searchLink fieldCode="AU" term="%22Bloem+BR%22">Bloem BR</searchLink>; Department of Neurology, Radboud University Medical Center; Donders Institute for Brain, Cognition and Behavior, Nijmegen, The Netherlands.<br /><searchLink fieldCode="AU" term="%22Della+Croce+U%22">Della Croce U</searchLink>; Department of Biomedical Sciences, University of Sassari, Sassari, Italy.<br /><searchLink fieldCode="AU" term="%22Cereatti+A%22">Cereatti A</searchLink>; Department of Biomedical Sciences, University of Sassari, Sassari, Italy.; Department of Electronics and Telecommunications, Politecnico di Torino, Turin, Italy.<br /><searchLink fieldCode="AU" term="%22Bonato+P%22">Bonato P</searchLink>; Department of Physical Medicine & Rehabilitation, Harvard Medical School, Boston, Massachusetts, USA.<br /><searchLink fieldCode="AU" term="%22Camicioli+R%22">Camicioli R</searchLink>; Department of Medicine, University of Alberta, Edmonton, Alberta, Canada.<br /><searchLink fieldCode="AU" term="%22Ellis+T%22">Ellis T</searchLink>; Department of Physical Therapy & Athletic Training, Boston University, Boston, Massachusetts, USA.<br /><searchLink fieldCode="AU" term="%22Hamilton+JL%22">Hamilton JL</searchLink>; Michael J. Fox Foundation for Parkinson's Research, New York, New York, USA.<br /><searchLink fieldCode="AU" term="%22Hass+CJ%22">Hass CJ</searchLink>; College of Health & Human Performance, Applied Physiology and Kinesiology, University of Florida, Gainesville, Florida, USA.<br /><searchLink fieldCode="AU" term="%22Almeida+QJ%22">Almeida QJ</searchLink>; Movement Disorders Research & Rehabilitation Centre, Wilfrid Laurier University, Waterloo, Canada.<br /><searchLink fieldCode="AU" term="%22Inbal+M%22">Inbal M</searchLink>; Laboratory for Early Markers Of Neurodegeneration (LEMON), Center for the Study of Movement, Cognition and Mobility, Neurological Institute, Tel Aviv Medical Center, Tel Aviv, Israel.; Sackler Faculty of Medicine and Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel.<br /><searchLink fieldCode="AU" term="%22Thaler+A%22">Thaler A</searchLink>; Laboratory for Early Markers Of Neurodegeneration (LEMON), Center for the Study of Movement, Cognition and Mobility, Neurological Institute, Tel Aviv Medical Center, Tel Aviv, Israel.; Sackler Faculty of Medicine and Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel.<br /><searchLink fieldCode="AU" term="%22Shirvan+J%22">Shirvan J</searchLink>; Biogen, Cambridge, Massachusetts, USA.<br /><searchLink fieldCode="AU" term="%22Cedarbaum+JM%22">Cedarbaum JM</searchLink>; Coeruleus Clinical Sciences, Woodbridge, Connecticut, USA.; Yale University School of Medicine, New Haven, Connecticut, USA.<br /><searchLink fieldCode="AU" term="%22Giladi+N%22">Giladi N</searchLink>; Laboratory for Early Markers Of Neurodegeneration (LEMON), Center for the Study of Movement, Cognition and Mobility, Neurological Institute, Tel Aviv Medical Center, Tel Aviv, Israel.; Sackler Faculty of Medicine and Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel.<br /><searchLink fieldCode="AU" term="%22Hausdorff+JM%22">Hausdorff JM</searchLink>; Laboratory for Early Markers Of Neurodegeneration (LEMON), Center for the Study of Movement, Cognition and Mobility, Neurological Institute, Tel Aviv Medical Center, Tel Aviv, Israel.; Sackler Faculty of Medicine and Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel.; Department of Physical Therapy, Tel Aviv University, Tel Aviv, Israel.; Department of Orthopedic Surgery, Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, Illinois, USA.
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