{"id":"https://openalex.org/W4406849324","doi":"https://doi.org/10.1038/s41746-025-01450-3","title":"A systematic review of portable technologies for the early assessment of motor development in infants","display_name":"A systematic review of portable technologies for the early assessment of motor development in infants","publication_year":2025,"publication_date":"2025-01-27","ids":{"openalex":"https://openalex.org/W4406849324","doi":"https://doi.org/10.1038/s41746-025-01450-3","pmid":"https://pubmed.ncbi.nlm.nih.gov/39870826"},"language":"en","primary_location":{"id":"doi:10.1038/s41746-025-01450-3","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-025-01450-3","pdf_url":"https://www.nature.com/articles/s41746-025-01450-3.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.nature.com/articles/s41746-025-01450-3.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5052955469","display_name":"Weiyang Deng","orcid":null},"institutions":[{"id":"https://openalex.org/I1324242722","display_name":"Shirley Ryan AbilityLab","ror":"https://ror.org/02ja0m249","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1324242722"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Weiyang Deng","raw_affiliation_strings":["Technology & Innovation Hub, Shirley Ryan AbilityLab, Chicago, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technology & Innovation Hub, Shirley Ryan AbilityLab, Chicago, IL, USA","institution_ids":["https://openalex.org/I1324242722"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075380252","display_name":"Megan K. O\u2019Brien","orcid":"https://orcid.org/0000-0001-8069-365X"},"institutions":[{"id":"https://openalex.org/I1324242722","display_name":"Shirley Ryan AbilityLab","ror":"https://ror.org/02ja0m249","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1324242722"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Megan K. O\u2019Brien","raw_affiliation_strings":["Technology & Innovation Hub, Shirley Ryan AbilityLab, Chicago, IL, USA"],"raw_orcid":"https://orcid.org/0000-0001-8069-365X","affiliations":[{"raw_affiliation_string":"Technology & Innovation Hub, Shirley Ryan AbilityLab, Chicago, IL, USA","institution_ids":["https://openalex.org/I1324242722"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040408920","display_name":"Rachel A. Andersen","orcid":null},"institutions":[{"id":"https://openalex.org/I1324242722","display_name":"Shirley Ryan AbilityLab","ror":"https://ror.org/02ja0m249","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1324242722"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rachel A. Andersen","raw_affiliation_strings":["Technology & Innovation Hub, Shirley Ryan AbilityLab, Chicago, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technology & Innovation Hub, Shirley Ryan AbilityLab, Chicago, IL, USA","institution_ids":["https://openalex.org/I1324242722"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104178887","display_name":"Richa Rai","orcid":null},"institutions":[{"id":"https://openalex.org/I1324242722","display_name":"Shirley Ryan AbilityLab","ror":"https://ror.org/02ja0m249","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1324242722"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Richa Rai","raw_affiliation_strings":["Technology & Innovation Hub, Shirley Ryan AbilityLab, Chicago, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technology & Innovation Hub, Shirley Ryan AbilityLab, Chicago, IL, USA","institution_ids":["https://openalex.org/I1324242722"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022275739","display_name":"Erin Jones","orcid":"https://orcid.org/0000-0002-0556-3916"},"institutions":[{"id":"https://openalex.org/I1324242722","display_name":"Shirley Ryan AbilityLab","ror":"https://ror.org/02ja0m249","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1324242722"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Erin Jones","raw_affiliation_strings":["Technology & Innovation Hub, Shirley Ryan AbilityLab, Chicago, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technology & Innovation Hub, Shirley Ryan AbilityLab, Chicago, IL, USA","institution_ids":["https://openalex.org/I1324242722"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038069813","display_name":"Arun Jayaraman","orcid":"https://orcid.org/0000-0002-9302-6693"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]},{"id":"https://openalex.org/I1324242722","display_name":"Shirley Ryan AbilityLab","ror":"https://ror.org/02ja0m249","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1324242722"]},{"id":"https://openalex.org/I4210147348","display_name":"Northwestern Medicine","ror":"https://ror.org/04fzwnh64","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210147348"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Arun Jayaraman","raw_affiliation_strings":["Department of Physical Medicine & Rehabilitation, Feinberg School of Medicine, Northwestern Medicine, Chicago, IL, USA. ajayaraman@sralab.org","Department of Physical Therapy and Human Movement Sciences; Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA. ajayaraman@sralab.org","Max Nader Center for Rehabilitation Technologies and Outcomes Research, Shirley Ryan AbilityLab, Chicago, IL, USA. ajayaraman@sralab.org","Technology & Innovation Hub, Shirley Ryan AbilityLab, Chicago, IL, USA. ajayaraman@sralab.org","Department of Physical Medicine & Rehabilitation, Feinberg School of Medicine, Northwestern Medicine, Chicago, IL, USA","Technology & Innovation Hub, Shirley Ryan AbilityLab, Chicago, IL, USA"],"raw_orcid":"https://orcid.org/0000-0002-9302-6693","affiliations":[{"raw_affiliation_string":"Department of Physical Medicine & Rehabilitation, Feinberg School of Medicine, Northwestern Medicine, Chicago, IL, USA. ajayaraman@sralab.org","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Department of Physical Therapy and Human Movement Sciences; Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA. ajayaraman@sralab.org","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Max Nader Center for Rehabilitation Technologies and Outcomes Research, Shirley Ryan AbilityLab, Chicago, IL, USA. ajayaraman@sralab.org","institution_ids":["https://openalex.org/I1324242722"]},{"raw_affiliation_string":"Technology & Innovation Hub, Shirley Ryan AbilityLab, Chicago, IL, USA. ajayaraman@sralab.org","institution_ids":["https://openalex.org/I1324242722"]},{"raw_affiliation_string":"Department of Physical Medicine & Rehabilitation, Feinberg School of Medicine, Northwestern Medicine, Chicago, IL, USA","institution_ids":["https://openalex.org/I4210147348"]},{"raw_affiliation_string":"Technology & Innovation Hub, Shirley Ryan AbilityLab, Chicago, IL, USA","institution_ids":["https://openalex.org/I1324242722"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5052955469"],"corresponding_institution_ids":["https://openalex.org/I1324242722"],"apc_list":{"value":3060,"currency":"USD","value_usd":3060},"apc_paid":{"value":3060,"currency":"USD","value_usd":3060},"fwci":27.7111,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.99624576,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"8","issue":"1","first_page":"63","last_page":"63"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11060","display_name":"Infant Development and Preterm Care","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11060","display_name":"Infant Development and Preterm Care","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12241","display_name":"Children's Physical and Motor Development","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11097","display_name":"Cerebral Palsy and Movement Disorders","score":0.9933000206947327,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2938632071018219}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2938632071018219}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1038/s41746-025-01450-3","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-025-01450-3","pdf_url":"https://www.nature.com/articles/s41746-025-01450-3.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},{"id":"pmid:39870826","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39870826","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NPJ digital medicine","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:11772671","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11772671","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11772671/pdf/41746_2025_Article_1450.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"NPJ Digit Med","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:d9eb3c969b454d9ebc7e14f4326c3b3b","is_oa":true,"landing_page_url":"https://doaj.org/article/d9eb3c969b454d9ebc7e14f4326c3b3b","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"npj Digital Medicine, Vol 8, Iss 1, Pp 1-15 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1038/s41746-025-01450-3","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-025-01450-3","pdf_url":"https://www.nature.com/articles/s41746-025-01450-3.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4406849324.pdf","grobid_xml":"https://content.openalex.org/works/W4406849324.grobid-xml"},"referenced_works_count":119,"referenced_works":["https://openalex.org/W1523809896","https://openalex.org/W1572319397","https://openalex.org/W1578285471","https://openalex.org/W1969041079","https://openalex.org/W1980762002","https://openalex.org/W1981244369","https://openalex.org/W1984010521","https://openalex.org/W1985640231","https://openalex.org/W1998726526","https://openalex.org/W2010394425","https://openalex.org/W2022059602","https://openalex.org/W2036192791","https://openalex.org/W2037389520","https://openalex.org/W2050831545","https://openalex.org/W2058586280","https://openalex.org/W2076572096","https://openalex.org/W2086861642","https://openalex.org/W2087042779","https://openalex.org/W2090495936","https://openalex.org/W2092368044","https://openalex.org/W2093154391","https://openalex.org/W2099928083","https://openalex.org/W2105895381","https://openalex.org/W2115815625","https://openalex.org/W2116510698","https://openalex.org/W2135673656","https://openalex.org/W2142962877","https://openalex.org/W2313811250","https://openalex.org/W2317144536","https://openalex.org/W2321184265","https://openalex.org/W2337713133","https://openalex.org/W2411272830","https://openalex.org/W2463740373","https://openalex.org/W2484457481","https://openalex.org/W2529528781","https://openalex.org/W2548788030","https://openalex.org/W2563891764","https://openalex.org/W2604529791","https://openalex.org/W2618141308","https://openalex.org/W2618568717","https://openalex.org/W2619375121","https://openalex.org/W2625269849","https://openalex.org/W2736255997","https://openalex.org/W2754272537","https://openalex.org/W2790972760","https://openalex.org/W2791502329","https://openalex.org/W2887114371","https://openalex.org/W2899200744","https://openalex.org/W2914134360","https://openalex.org/W2914464144","https://openalex.org/W2923176413","https://openalex.org/W2925495294","https://openalex.org/W2948499890","https://openalex.org/W2954873358","https://openalex.org/W2962730651","https://openalex.org/W2969803739","https://openalex.org/W2976851556","https://openalex.org/W2978492093","https://openalex.org/W2991837384","https://openalex.org/W2996111156","https://openalex.org/W2996114784","https://openalex.org/W3000375186","https://openalex.org/W3003325119","https://openalex.org/W3004646292","https://openalex.org/W3017035397","https://openalex.org/W3034660046","https://openalex.org/W3046996703","https://openalex.org/W3085966309","https://openalex.org/W3087153792","https://openalex.org/W3092568898","https://openalex.org/W3094362791","https://openalex.org/W3106688675","https://openalex.org/W3119221551","https://openalex.org/W3124460321","https://openalex.org/W3128900188","https://openalex.org/W3134099986","https://openalex.org/W3136205090","https://openalex.org/W3159935823","https://openalex.org/W3160604596","https://openalex.org/W3174222500","https://openalex.org/W3190714902","https://openalex.org/W3196609690","https://openalex.org/W3206507112","https://openalex.org/W4200309514","https://openalex.org/W4200583049","https://openalex.org/W4206186179","https://openalex.org/W4220841641","https://openalex.org/W4221071245","https://openalex.org/W4283445680","https://openalex.org/W4284974126","https://openalex.org/W4285037000","https://openalex.org/W4295419307","https://openalex.org/W4295940161","https://openalex.org/W4304688412","https://openalex.org/W4306194603","https://openalex.org/W4307777486","https://openalex.org/W4308886926","https://openalex.org/W4310113697","https://openalex.org/W4323810487","https://openalex.org/W4324305973","https://openalex.org/W4362541452","https://openalex.org/W4362601748","https://openalex.org/W4372325314","https://openalex.org/W4377287472","https://openalex.org/W4378213331","https://openalex.org/W4385299742","https://openalex.org/W4386117934","https://openalex.org/W4386859831","https://openalex.org/W4389740321","https://openalex.org/W4390010027","https://openalex.org/W4391554729","https://openalex.org/W4392136836","https://openalex.org/W4392519103","https://openalex.org/W4394598012","https://openalex.org/W4394689021","https://openalex.org/W4394909280","https://openalex.org/W4397043415","https://openalex.org/W4400427997","https://openalex.org/W4401922786"],"related_works":[],"abstract_inverted_index":{"Early":[0],"screening":[1],"and":[2,14,40,80,115,127,136,146],"evaluation":[3],"of":[4,50,63,94,101,112],"infant":[5,43],"motor":[6,12,70,113],"development":[7,71],"are":[8,21,139],"crucial":[9],"for":[10],"detecting":[11],"deficits":[13],"enabling":[15],"timely":[16],"interventions.":[17],"Traditional":[18],"clinical":[19,106],"assessments":[20],"often":[22],"subjective,":[23],"without":[24],"fully":[25,143],"capturing":[26],"infants'":[27],"\"real-world\"":[28],"behavior.":[29],"This":[30],"has":[31],"sparked":[32],"interest":[33],"in":[34],"portable,":[35,64],"low-cost":[36],"technologies":[37],"to":[38,67,141],"objectively":[39],"precisely":[41],"measure":[42],"motion":[44],"at":[45],"home,":[46],"with":[47],"a":[48,92,122],"goal":[49],"enhancing":[51],"ecological":[52],"validity.":[53],"In":[54],"this":[55],"systematic":[56],"review,":[57],"we":[58],"explored":[59],"the":[60,73,77],"current":[61],"landscape":[62],"technology-based":[65],"solutions":[66],"assess":[68],"early":[69],"(within":[72],"first":[74],"year),":[75],"outlining":[76],"prevailing":[78],"challenges":[79],"future":[81],"directions.":[82],"We":[83],"reviewed":[84],"66":[85],"publications,":[86],"which":[87],"utilized":[88],"video,":[89],"sensors,":[90],"or":[91],"combination":[93],"technologies.":[95,133],"There":[96,120],"were":[97],"three":[98],"key":[99],"applications":[100],"these":[102],"technologies:":[103],"(1)":[104],"automating":[105],"assessments,":[107],"(2)":[108],"illuminating":[109],"new":[110],"measures":[111],"development,":[114],"(3)":[116],"predicting":[117],"developmental":[118],"outcomes.":[119],"was":[121],"promising":[123],"trend":[124],"toward":[125],"earlier":[126],"more":[128],"accurate":[129],"detection":[130],"using":[131],"portable":[132],"Additional":[134],"research":[135],"demographic":[137],"diversity":[138],"needed":[140],"develop":[142],"automated,":[144],"robust,":[145],"user-friendly":[147],"tools.":[148],"Registration":[149],"&":[150],"Protocol":[151],"OSF":[152],"Registries":[153],"https://doi.org/10.17605/OSF.IO/R6JAE":[154],".":[155]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":5}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}