{"id":"https://openalex.org/W2783523981","doi":"https://doi.org/10.1109/bigdata.2017.8258388","title":"Predicting efficacy of therapeutic services for autism spectrum disorder using scientific workflows","display_name":"Predicting efficacy of therapeutic services for autism spectrum disorder using scientific workflows","publication_year":2017,"publication_date":"2017-12-01","ids":{"openalex":"https://openalex.org/W2783523981","doi":"https://doi.org/10.1109/bigdata.2017.8258388","mag":"2783523981"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata.2017.8258388","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2017.8258388","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"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/A5048875140","display_name":"Fahima Amin Bhuyan","orcid":"https://orcid.org/0000-0003-3348-8551"},"institutions":[{"id":"https://openalex.org/I185443292","display_name":"Wayne State University","ror":"https://ror.org/01070mq45","country_code":"US","type":"education","lineage":["https://openalex.org/I185443292"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Fahima Bhuyan","raw_affiliation_strings":["Department of Computer Science, Wayne State University, Detroit, MI"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Wayne State University, Detroit, MI","institution_ids":["https://openalex.org/I185443292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044023807","display_name":"Shiyong Lu","orcid":"https://orcid.org/0000-0002-7864-1815"},"institutions":[{"id":"https://openalex.org/I185443292","display_name":"Wayne State University","ror":"https://ror.org/01070mq45","country_code":"US","type":"education","lineage":["https://openalex.org/I185443292"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shiyong Lu","raw_affiliation_strings":["Department of Computer Science, Wayne State University, Detroit, MI"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Wayne State University, Detroit, MI","institution_ids":["https://openalex.org/I185443292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030193488","display_name":"Ishtiaq Ahmed","orcid":"https://orcid.org/0000-0001-9654-7403"},"institutions":[{"id":"https://openalex.org/I185443292","display_name":"Wayne State University","ror":"https://ror.org/01070mq45","country_code":"US","type":"education","lineage":["https://openalex.org/I185443292"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ishtiaq Ahmed","raw_affiliation_strings":["Department of Computer Science, Wayne State University, Detroit, MI"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Wayne State University, Detroit, MI","institution_ids":["https://openalex.org/I185443292"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100360704","display_name":"Jia Zhang","orcid":"https://orcid.org/0000-0003-2148-0923"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jia Zhang","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Carnegie Mellon University, Mountain View, CA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Carnegie Mellon University, Mountain View, CA","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5048875140"],"corresponding_institution_ids":["https://openalex.org/I185443292"],"apc_list":null,"apc_paid":null,"fwci":0.6408,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.68297924,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"3847","last_page":"3856"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10106","display_name":"Autism Spectrum Disorder Research","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10106","display_name":"Autism Spectrum Disorder Research","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.7568433284759521},{"id":"https://openalex.org/keywords/autism-spectrum-disorder","display_name":"Autism spectrum disorder","score":0.7200503945350647},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.7122138142585754},{"id":"https://openalex.org/keywords/autism","display_name":"Autism","score":0.696800947189331},{"id":"https://openalex.org/keywords/intervention","display_name":"Intervention (counseling)","score":0.5995742082595825},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5470810532569885},{"id":"https://openalex.org/keywords/fidelity","display_name":"Fidelity","score":0.5410704612731934},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4866710305213928},{"id":"https://openalex.org/keywords/informatics","display_name":"Informatics","score":0.47817355394363403},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.4059329926967621},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.37938109040260315},{"id":"https://openalex.org/keywords/applied-psychology","display_name":"Applied psychology","score":0.3419678211212158},{"id":"https://openalex.org/keywords/developmental-psychology","display_name":"Developmental psychology","score":0.2927340865135193},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.16754907369613647},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10972520709037781}],"concepts":[{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.7568433284759521},{"id":"https://openalex.org/C2778538070","wikidata":"https://www.wikidata.org/wiki/Q1436063","display_name":"Autism spectrum disorder","level":3,"score":0.7200503945350647},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.7122138142585754},{"id":"https://openalex.org/C205778803","wikidata":"https://www.wikidata.org/wiki/Q38404","display_name":"Autism","level":2,"score":0.696800947189331},{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.5995742082595825},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5470810532569885},{"id":"https://openalex.org/C2776459999","wikidata":"https://www.wikidata.org/wiki/Q2119376","display_name":"Fidelity","level":2,"score":0.5410704612731934},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4866710305213928},{"id":"https://openalex.org/C191630685","wikidata":"https://www.wikidata.org/wiki/Q4027615","display_name":"Informatics","level":2,"score":0.47817355394363403},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4059329926967621},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.37938109040260315},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.3419678211212158},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.2927340865135193},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.16754907369613647},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10972520709037781},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata.2017.8258388","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2017.8258388","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320315019","display_name":"Simons Foundation Autism Research Initiative","ror":"https://ror.org/01cmst727"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337346","display_name":"National Institute of Mental Health","ror":"https://ror.org/04xeg9z08"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1599530357","https://openalex.org/W1906194990","https://openalex.org/W1973402429","https://openalex.org/W2006841044","https://openalex.org/W2046670731","https://openalex.org/W2087971418","https://openalex.org/W2092444470","https://openalex.org/W2095408948","https://openalex.org/W2105889463","https://openalex.org/W2109196208","https://openalex.org/W2110094992","https://openalex.org/W2136175037","https://openalex.org/W2153969495","https://openalex.org/W2182278224","https://openalex.org/W2295327890","https://openalex.org/W2397683579","https://openalex.org/W2535823312","https://openalex.org/W4246329466","https://openalex.org/W6712584843"],"related_works":["https://openalex.org/W4280602684","https://openalex.org/W4310092953","https://openalex.org/W2227393071","https://openalex.org/W4402326599","https://openalex.org/W1995350144","https://openalex.org/W2082102603","https://openalex.org/W2166141227","https://openalex.org/W3133980636","https://openalex.org/W1986448168","https://openalex.org/W4288368458"],"abstract_inverted_index":{"Early":[0],"intervention":[1,175],"in":[2,11,37,170],"autism,":[3],"although":[4],"deemed":[5],"as":[6],"essential,":[7],"has":[8],"high":[9],"variance":[10],"the":[12,28,38,58,77,89,124,184,208,218,224,230],"outcome":[13],"attained,":[14],"partially":[15],"due":[16],"to":[17,33,49,84,106,122,134,143,165,182,191,245,248],"complex":[18],"interaction":[19],"between":[20,103,217],"multitude":[21],"of":[22,30,43,60,79,88,99,101,210],"factors":[23,63],"and":[24,27,74,111,114,138,146,153,161,168,187,195,223,227,250],"variables":[25],"involved,":[26],"lack":[29],"systematic":[31],"study":[32,232],"untangle":[34],"their":[35,52,66],"influences":[36],"outcome.":[39],"Therefore,":[40],"pairing":[41],"set":[42],"interventions":[44,70,145],"with":[45,68,173],"an":[46],"individual":[47,90,136],"children":[48,91],"cater":[50],"for":[51,205],"need":[53],"remains":[54],"highly":[55],"challenging.":[56],"From":[57,76],"perspective":[59,78],"parents,":[61],"unknown":[62],"emanate":[64],"from":[65],"unfamiliarity":[67],"what":[69],"are":[71],"out":[72],"there":[73],"why.":[75],"caregivers,":[80],"it":[81],"is":[82,96,214,229],"critical":[83],"understand":[85],"unique":[86],"attributes":[87,104],"develop":[92],"over":[93],"time.":[94],"There":[95],"a":[97,107,163,179],"scarcity":[98],"exploration":[100],"interactions":[102],"specific":[105],"child,":[108],"family":[109],"characteristics":[110],"therapeutic,":[112],"medical":[113],"educational":[115],"services.":[116,147],"In":[117,126],"this":[118,127,213,228],"research,":[119],"we":[120,129],"aim":[121],"bridge":[123],"gap.":[125],"study,":[128],"identify":[130],"predictive":[131],"features":[132],"pertaining":[133],"each":[135],"child":[137],"how":[139],"they":[140],"interact":[141],"responding":[142],"different":[144,158],"We":[148,177,198],"have":[149],"studied":[150],"temporal":[151],"data":[152,196,200,244],"model":[154,164],"improvement/regression":[155],"outcomes":[156],"at":[157],"timestamped":[159],"milestones":[160],"overlayed":[162],"aid":[166],"parents":[167,249],"caregivers":[169],"coming":[171],"up":[172],"pragmatic":[174],"plan.":[176],"propose":[178],"scientific":[180],"workflow":[181],"automate":[183],"modeling":[185],"process":[186],"rely":[188],"on":[189,238],"DATAVIEW":[190],"guarantee":[192],"computational":[193],"reproducibility":[194],"fidelity.":[197],"use":[199],"collected":[201],"by":[202],"SFARI":[203],"dataset":[204],"evaluation.":[206],"To":[207],"best":[209],"our":[211],"knowledge,":[212],"first-time":[215,231],"amalgamation":[216],"Autism":[219,239],"Health":[220],"informatics":[221],"community":[222],"Workflow":[225],"community;":[226],"that":[233],"combines":[234],"prediction":[235],"methods":[236],"applied":[237],"Spectrum":[240],"Disorder":[241],"(ASD)":[242],"Phenotype":[243],"provide":[246],"guidance":[247],"caregivers.":[251]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}