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Towards universal early screening for cerebral palsy: a roadmap for automated General Movements Assessment.

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Title: Towards universal early screening for cerebral palsy: a roadmap for automated General Movements Assessment.
Authors: Spittle AJ; Department of Physiotherapy, Melbourne School of Health Science, University of Melbourne, Melbourne, Australia.; Clinical Sciences, Murdoch Children's Research Institute, Melbourne, Australia.; Department of Physiotherapy, The Royal Women's Hospital, Melbourne, Australia., Marschik PB; Department of Child and Adolescent Psychiatry, University Hospital Heidelberg, German Center for Mental Health (DZPG), Heidelberg University, Heidelberg, Germany.; Child and Adolescent Psychiatry and Psychotherapy, University Medical Center Göttingen, German Center for Child and Adolescent Health (DZKJ) and Leibniz ScienceCampus Primate Cognition, Göttingen, Germany.; Division of Phoniatrics, interdisciplinary Developmental Neuroscience (iDN), Medical University of Graz, Graz, Austria.; Center of Neurodevelopmental Disorders (KIND), Center for Psychiatry Research, Department of Women's and Children's Health, Child and Adolescent Psychiatry, Region Stockholm, Karolinska Institutet & Stockholm Health Care Services, Stockholm, Sweden., Adde L; Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology, Trondheim, Norway.; Clinic of Rehabilitation, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway., Badawi N; Cerebral Palsy Alliance Research Institute, Brain Mind Centre, Discipline of Child and Adolescent Health, The University of Sydney, Sydney, NSW, Australia., Byrne R; Cerebral Palsy Foundation, New York, NY, USA., Bos AF; Division of Neonatology, Beatrix Children's Hospital, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands., Chatelin A; Fondation Paralysie Cerebrale, Paris, France., Coughlan J; International Cerebral Palsy Society, Bath, United Kingdom., Fedeli F; Fight the Stroke Foundation, Milano, Italy., Guzzetta A; Department of Clinical and Experimental Medicine University of Pisa, Italy.; Department of Developmental Neuroscience, IRCCS Stella Maris, Pisa, Italy., Ho ESL; School of Computing Science, University of Glasgow, Scotland, United Kingdom., Johnson MJ; Department of Physical Medicine and Rehabilitation, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.; Rehabilitation Robotics Lab, GRASP, University of Pennsylvania, Philadelphia, PA, USA., Kwong A; Department of Physiotherapy, Melbourne School of Health Science, University of Melbourne, Melbourne, Australia.; Clinical Sciences, Murdoch Children's Research Institute, Melbourne, Australia.; Department of Physiotherapy, The Royal Women's Hospital, Melbourne, Australia., McEwan A; Cerebral Palsy Alliance Research Institute, Brain Mind Centre, Discipline of Child and Adolescent Health, The University of Sydney, Sydney, NSW, Australia.; School of Biomedical Engineering, University of Sydney, Australia., Morgan C; Cerebral Palsy Alliance Research Institute, Brain Mind Centre, Discipline of Child and Adolescent Health, The University of Sydney, Sydney, NSW, Australia., Mughogho A; Department of Rehabilitation Sciences, Kamuzu University of Health Sciences, Blantyre, Malawi., Murray DM; Dept of Paediatrics and Child Health, University College Cork, Cork, Ireland.; INFANT Maternal and Child Health Centre, University College Cork, Ireland., Orlandi S; Department of Electrical, Electronic, and Information Engineering 'Guglielmo Marconi' - DEI, University of Bologna, Bologna, Italy.; IRCCS Istituto Delle Scienze Neurologiche di Bologna, Bologna, Italy.; Health Sciences and Technologies, Interdepartmental Center for Industrial Research (CIRI-SDV), University of Bologna, Italy., Peyton C; Department of Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago, USA.; Department of Pediatrics, Feinberg School of Medicine, Northwestern University, Chicago, USA., Prosser LA; Department of Physical Medicine and Rehabilitation, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.; Rehabilitation Robotics Lab, GRASP, University of Pennsylvania, Philadelphia, PA, USA., Ritterband-Rosenbaum A; Elsass Foundation, Gentofte, Denmark., Tran T; Applied Artificial Intelligence Institute, Deakin University, Waurn Ponds, Australia., Zhang D; Department of Child and Adolescent Psychiatry, University Hospital Heidelberg, German Center for Mental Health (DZPG), Heidelberg University, Heidelberg, Germany.; Division of Phoniatrics, interdisciplinary Developmental Neuroscience (iDN), Medical University of Graz, Graz, Austria., Passmore E; Developmental Imaging Group, Murdoch Children's Research Institute, Melbourne, Australia.; Gait Analysis Laboratory, Royal Children's Hospital, Melbourne, Australia.; Department of Paediatrics, University of Melbourne, Melbourne, Australia.; Department of Biomedical Engineering, University of Melbourne, Melbourne, Australia.
Source: EClinicalMedicine [EClinicalMedicine] 2025 Jul 22; Vol. 86, pp. 103379. Date of Electronic Publication: 2025 Jul 22 (Print Publication: 2025).
Publication Type: Journal Article; Review
Journal Info: Publisher: The Lancet Country of Publication: England NLM ID: 101733727 Publication Model: eCollection Cited Medium: Internet ISSN: 2589-5370 (Electronic) Linking ISSN: 25895370 NLM ISO Abbreviation: EClinicalMedicine Subsets: PubMed not MEDLINE
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  Data: Towards universal early screening for cerebral palsy: a roadmap for automated General Movements Assessment.
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  Data: <searchLink fieldCode="AU" term="%22Spittle+AJ%22">Spittle AJ</searchLink>; Department of Physiotherapy, Melbourne School of Health Science, University of Melbourne, Melbourne, Australia.; Clinical Sciences, Murdoch Children's Research Institute, Melbourne, Australia.; Department of Physiotherapy, The Royal Women's Hospital, Melbourne, Australia.<br /><searchLink fieldCode="AU" term="%22Marschik+PB%22">Marschik PB</searchLink>; Department of Child and Adolescent Psychiatry, University Hospital Heidelberg, German Center for Mental Health (DZPG), Heidelberg University, Heidelberg, Germany.; Child and Adolescent Psychiatry and Psychotherapy, University Medical Center Göttingen, German Center for Child and Adolescent Health (DZKJ) and Leibniz ScienceCampus Primate Cognition, Göttingen, Germany.; Division of Phoniatrics, interdisciplinary Developmental Neuroscience (iDN), Medical University of Graz, Graz, Austria.; Center of Neurodevelopmental Disorders (KIND), Center for Psychiatry Research, Department of Women's and Children's Health, Child and Adolescent Psychiatry, Region Stockholm, Karolinska Institutet & Stockholm Health Care Services, Stockholm, Sweden.<br /><searchLink fieldCode="AU" term="%22Adde+L%22">Adde L</searchLink>; Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology, Trondheim, Norway.; Clinic of Rehabilitation, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway.<br /><searchLink fieldCode="AU" term="%22Badawi+N%22">Badawi N</searchLink>; Cerebral Palsy Alliance Research Institute, Brain Mind Centre, Discipline of Child and Adolescent Health, The University of Sydney, Sydney, NSW, Australia.<br /><searchLink fieldCode="AU" term="%22Byrne+R%22">Byrne R</searchLink>; Cerebral Palsy Foundation, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Bos+AF%22">Bos AF</searchLink>; Division of Neonatology, Beatrix Children's Hospital, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands.<br /><searchLink fieldCode="AU" term="%22Chatelin+A%22">Chatelin A</searchLink>; Fondation Paralysie Cerebrale, Paris, France.<br /><searchLink fieldCode="AU" term="%22Coughlan+J%22">Coughlan J</searchLink>; International Cerebral Palsy Society, Bath, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Fedeli+F%22">Fedeli F</searchLink>; Fight the Stroke Foundation, Milano, Italy.<br /><searchLink fieldCode="AU" term="%22Guzzetta+A%22">Guzzetta A</searchLink>; Department of Clinical and Experimental Medicine University of Pisa, Italy.; Department of Developmental Neuroscience, IRCCS Stella Maris, Pisa, Italy.<br /><searchLink fieldCode="AU" term="%22Ho+ESL%22">Ho ESL</searchLink>; School of Computing Science, University of Glasgow, Scotland, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Johnson+MJ%22">Johnson MJ</searchLink>; Department of Physical Medicine and Rehabilitation, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.; Rehabilitation Robotics Lab, GRASP, University of Pennsylvania, Philadelphia, PA, USA.<br /><searchLink fieldCode="AU" term="%22Kwong+A%22">Kwong A</searchLink>; Department of Physiotherapy, Melbourne School of Health Science, University of Melbourne, Melbourne, Australia.; Clinical Sciences, Murdoch Children's Research Institute, Melbourne, Australia.; Department of Physiotherapy, The Royal Women's Hospital, Melbourne, Australia.<br /><searchLink fieldCode="AU" term="%22McEwan+A%22">McEwan A</searchLink>; Cerebral Palsy Alliance Research Institute, Brain Mind Centre, Discipline of Child and Adolescent Health, The University of Sydney, Sydney, NSW, Australia.; School of Biomedical Engineering, University of Sydney, Australia.<br /><searchLink fieldCode="AU" term="%22Morgan+C%22">Morgan C</searchLink>; Cerebral Palsy Alliance Research Institute, Brain Mind Centre, Discipline of Child and Adolescent Health, The University of Sydney, Sydney, NSW, Australia.<br /><searchLink fieldCode="AU" term="%22Mughogho+A%22">Mughogho A</searchLink>; Department of Rehabilitation Sciences, Kamuzu University of Health Sciences, Blantyre, Malawi.<br /><searchLink fieldCode="AU" term="%22Murray+DM%22">Murray DM</searchLink>; Dept of Paediatrics and Child Health, University College Cork, Cork, Ireland.; INFANT Maternal and Child Health Centre, University College Cork, Ireland.<br /><searchLink fieldCode="AU" term="%22Orlandi+S%22">Orlandi S</searchLink>; Department of Electrical, Electronic, and Information Engineering 'Guglielmo Marconi' - DEI, University of Bologna, Bologna, Italy.; IRCCS Istituto Delle Scienze Neurologiche di Bologna, Bologna, Italy.; Health Sciences and Technologies, Interdepartmental Center for Industrial Research (CIRI-SDV), University of Bologna, Italy.<br /><searchLink fieldCode="AU" term="%22Peyton+C%22">Peyton C</searchLink>; Department of Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago, USA.; Department of Pediatrics, Feinberg School of Medicine, Northwestern University, Chicago, USA.<br /><searchLink fieldCode="AU" term="%22Prosser+LA%22">Prosser LA</searchLink>; Department of Physical Medicine and Rehabilitation, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.; Rehabilitation Robotics Lab, GRASP, University of Pennsylvania, Philadelphia, PA, USA.<br /><searchLink fieldCode="AU" term="%22Ritterband-Rosenbaum+A%22">Ritterband-Rosenbaum A</searchLink>; Elsass Foundation, Gentofte, Denmark.<br /><searchLink fieldCode="AU" term="%22Tran+T%22">Tran T</searchLink>; Applied Artificial Intelligence Institute, Deakin University, Waurn Ponds, Australia.<br /><searchLink fieldCode="AU" term="%22Zhang+D%22">Zhang D</searchLink>; Department of Child and Adolescent Psychiatry, University Hospital Heidelberg, German Center for Mental Health (DZPG), Heidelberg University, Heidelberg, Germany.; Division of Phoniatrics, interdisciplinary Developmental Neuroscience (iDN), Medical University of Graz, Graz, Austria.<br /><searchLink fieldCode="AU" term="%22Passmore+E%22">Passmore E</searchLink>; Developmental Imaging Group, Murdoch Children's Research Institute, Melbourne, Australia.; Gait Analysis Laboratory, Royal Children's Hospital, Melbourne, Australia.; Department of Paediatrics, University of Melbourne, Melbourne, Australia.; Department of Biomedical Engineering, University of Melbourne, Melbourne, Australia.
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