{"id":"https://openalex.org/W2898974449","doi":"https://doi.org/10.1109/embc.2018.8513447","title":"Automatic Screening to Detect \u2019At Risk\u2019 Child Speech Samples using a Clinical Group Verification framework","display_name":"Automatic Screening to Detect \u2019At Risk\u2019 Child Speech Samples using a Clinical Group Verification framework","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2898974449","doi":"https://doi.org/10.1109/embc.2018.8513447","mag":"2898974449","pmid":"https://pubmed.ncbi.nlm.nih.gov/30441444"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2018.8513447","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2018.8513447","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5017818279","display_name":"Prasanna V. Kothalkar","orcid":null},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Prasanna V. Kothalkar","raw_affiliation_strings":["University of Texas at Dallas, Richardson, TX, US"],"affiliations":[{"raw_affiliation_string":"University of Texas at Dallas, Richardson, TX, US","institution_ids":["https://openalex.org/I162577319"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012085948","display_name":"Johanna M. Rudolph","orcid":null},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Johanna Rudolph","raw_affiliation_strings":["University of Texas at Dallas, Richardson, TX, US"],"affiliations":[{"raw_affiliation_string":"University of Texas at Dallas, Richardson, TX, US","institution_ids":["https://openalex.org/I162577319"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109266340","display_name":"Christine A. Dollaghan","orcid":null},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christine Dollaghan","raw_affiliation_strings":["University of Texas at Dallas, Richardson, TX, US"],"affiliations":[{"raw_affiliation_string":"University of Texas at Dallas, Richardson, TX, US","institution_ids":["https://openalex.org/I162577319"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021984843","display_name":"Jennifer McGlothlin","orcid":null},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jennifer McGlothlin","raw_affiliation_strings":["University of Texas at Dallas, Richardson, TX, US"],"affiliations":[{"raw_affiliation_string":"University of Texas at Dallas, Richardson, TX, US","institution_ids":["https://openalex.org/I162577319"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057079814","display_name":"Thomas F. Campbell","orcid":"https://orcid.org/0000-0002-0104-1424"},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thomas F. Campbell","raw_affiliation_strings":["University of Texas at Dallas, Richardson, TX, US"],"affiliations":[{"raw_affiliation_string":"University of Texas at Dallas, Richardson, TX, US","institution_ids":["https://openalex.org/I162577319"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057910370","display_name":"John H. L. Hansen","orcid":"https://orcid.org/0000-0003-1382-9929"},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John H. L. Hansen","raw_affiliation_strings":["University of Texas at Dallas, Richardson, TX, US"],"affiliations":[{"raw_affiliation_string":"University of Texas at Dallas, Richardson, TX, US","institution_ids":["https://openalex.org/I162577319"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5017818279"],"corresponding_institution_ids":["https://openalex.org/I162577319"],"apc_list":null,"apc_paid":null,"fwci":0.3384,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.69527168,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"2018","issue":null,"first_page":"4909","last_page":"4913"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10863","display_name":"Voice and Speech Disorders","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"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/T12684","display_name":"Stuttering Research and Treatment","score":0.9779999852180481,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6659119129180908},{"id":"https://openalex.org/keywords/group","display_name":"Group (periodic table)","score":0.4401404857635498},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.43165135383605957},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3935614228248596},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3370639681816101}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6659119129180908},{"id":"https://openalex.org/C2781311116","wikidata":"https://www.wikidata.org/wiki/Q83306","display_name":"Group (periodic table)","level":2,"score":0.4401404857635498},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.43165135383605957},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3935614228248596},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3370639681816101},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002675","descriptor_name":"Child, Preschool","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002675","descriptor_name":"Child, Preschool","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002675","descriptor_name":"Child, Preschool","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010290","descriptor_name":"Parents","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010290","descriptor_name":"Parents","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010290","descriptor_name":"Parents","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013060","descriptor_name":"Speech","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013060","descriptor_name":"Speech","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013060","descriptor_name":"Speech","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013068","descriptor_name":"Speech Production Measurement","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013068","descriptor_name":"Speech Production Measurement","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013068","descriptor_name":"Speech Production Measurement","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D066229","descriptor_name":"Speech Sound Disorder","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D066229","descriptor_name":"Speech Sound Disorder","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D066229","descriptor_name":"Speech Sound Disorder","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc.2018.8513447","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2018.8513447","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:30441444","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30441444","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":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1494999606","https://openalex.org/W1522500670","https://openalex.org/W1644997609","https://openalex.org/W1936725236","https://openalex.org/W1973696923","https://openalex.org/W2004025605","https://openalex.org/W2034626437","https://openalex.org/W2042505705","https://openalex.org/W2064040919","https://openalex.org/W2143486266","https://openalex.org/W2167543949","https://openalex.org/W2170517798","https://openalex.org/W2396174183","https://openalex.org/W2512302303","https://openalex.org/W2514170666","https://openalex.org/W2608149201","https://openalex.org/W4298742451","https://openalex.org/W6629717405","https://openalex.org/W6631252505"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032","https://openalex.org/W3204019825"],"abstract_inverted_index":{"Pediatric":[0],"speech":[1,10,47,60,71,150,156],"sound":[2,157],"disorders":[3],"(SSD)":[4],"encompass":[5],"a":[6,97,100,109],"wide":[7],"range":[8],"of":[9,27,111],"production":[11,48],"deficits":[12],"that":[13,133],"can":[14,29],"interfere":[15],"with":[16],"children's":[17],"educational":[18],"growth,":[19],"social":[20],"engagement":[21],"and":[22,33,45,56,117,142,148],"employment":[23],"opportunities.":[24],"Early":[25],"detection":[26],"SSDs":[28],"facilitate":[30],"timely":[31],"intervention":[32],"minimize":[34],"the":[35,89],"potential":[36],"for":[37,99,154],"life-long":[38],"adverse":[39],"effects,":[40],"but":[41],"distinguishing":[42],"between":[43],"typical":[44],"atypical":[46],"in":[49,59],"preschoolers":[50],"is":[51],"challenging":[52],"due":[53],"to":[54,70,75,138,146],"developmental":[55],"individual":[57],"variability":[58],"acquisition.":[61],"In":[62,108],"this":[63],"study":[64],"we":[65],"apply":[66],"Gaussian":[67],"Mixture":[68],"Models":[69],"samples":[72,90,151],"from":[73,152],"3-":[74],"6-year-old":[76],"children,":[77],"recorded":[78],"by":[79],"parents":[80],"using":[81],"an":[82],"iOS":[83],"app.":[84],"Speech-language":[85],"pathologists":[86],"previously":[87],"classified":[88],"as":[91],"positive":[92],"('at":[93],"risk'":[94,106],"speech,":[95],"warranting":[96],"referral":[98],"speech-language":[101],"evaluation)":[102],"or":[103],"negative":[104],"('no":[105],"speech).":[107],"series":[110],"exploratory":[112],"analyses,":[113],"novel":[114],"distance":[115],"measures":[116],"group":[118],"scoring":[119],"techniques":[120,145],"are":[121],"developed":[122],"which":[123],"show":[124],"good":[125],"subject-level":[126],"prediction":[127],"accuracy.":[128],"Our":[129],"results":[130],"provide":[131],"evidence":[132],"it":[134],"may":[135],"be":[136],"feasible":[137],"use":[139],"Speech":[140],"Processing":[141],"Speaker":[143],"Verification":[144],"model":[147],"screen":[149],"children":[153],"possible":[155],"disorders.":[158]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":2}],"updated_date":"2026-03-25T13:04:00.132906","created_date":"2025-10-10T00:00:00"}