{"id":"https://openalex.org/W2134337366","doi":"https://doi.org/10.1109/icassp.2014.6854757","title":"Questionnaire simplification for fast risk analysis of children's mental health","display_name":"Questionnaire simplification for fast risk analysis of children's mental health","publication_year":2014,"publication_date":"2014-05-01","ids":{"openalex":"https://openalex.org/W2134337366","doi":"https://doi.org/10.1109/icassp.2014.6854757","mag":"2134337366"},"language":"en","primary_location":{"id":"doi:10.1109/icassp.2014.6854757","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2014.6854757","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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/A5040147368","display_name":"Kimberly L. H. Carpenter","orcid":"https://orcid.org/0000-0002-3838-798X"},"institutions":[{"id":"https://openalex.org/I4210097178","display_name":"Behavioral Pharma (United States)","ror":"https://ror.org/011bspp78","country_code":"US","type":"company","lineage":["https://openalex.org/I4210097178"]},{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Kimberly Carpenter","raw_affiliation_strings":["Psychiatry and Behavioral Science Department, Duke University","Psychiatry & Behavioral Sci. Dept., Duke Univ., Durham, NC, USA"],"affiliations":[{"raw_affiliation_string":"Psychiatry and Behavioral Science Department, Duke University","institution_ids":["https://openalex.org/I4210097178","https://openalex.org/I170897317"]},{"raw_affiliation_string":"Psychiatry & Behavioral Sci. Dept., Duke Univ., Durham, NC, USA","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088180679","display_name":"Pablo Sprechmann","orcid":null},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pablo Sprechmann","raw_affiliation_strings":["Electrical and Computer Engineering Department, Duke University","Electr. & Comput. Eng. Dept., Duke Univ., Durham, NC, USA"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, Duke University","institution_ids":["https://openalex.org/I170897317"]},{"raw_affiliation_string":"Electr. & Comput. Eng. Dept., Duke Univ., Durham, NC, USA","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078625962","display_name":"Marcelo Fiori","orcid":"https://orcid.org/0000-0002-3732-1778"},"institutions":[{"id":"https://openalex.org/I180910786","display_name":"Universidad de la Rep\u00fablica","ror":"https://ror.org/030bbe882","country_code":"UY","type":"education","lineage":["https://openalex.org/I180910786"]}],"countries":["UY"],"is_corresponding":false,"raw_author_name":"Marcelo Fiori","raw_affiliation_strings":["Instituto de Ingenier\u00eda El\u00e9ctrica, Universidad de la Rep\u00fablica, Uruguay","Inst. de Ing. Electr., Univ. de la Republica, Montevideo, Uruguay"],"affiliations":[{"raw_affiliation_string":"Instituto de Ingenier\u00eda El\u00e9ctrica, Universidad de la Rep\u00fablica, Uruguay","institution_ids":["https://openalex.org/I180910786"]},{"raw_affiliation_string":"Inst. de Ing. Electr., Univ. de la Republica, Montevideo, Uruguay","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037795370","display_name":"Robert Calderbank","orcid":"https://orcid.org/0000-0003-2084-9717"},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Robert Calderbank","raw_affiliation_strings":["Electrical and Computer Engineering Department, Duke University","Electr. & Comput. Eng. Dept., Duke Univ., Durham, NC, USA"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, Duke University","institution_ids":["https://openalex.org/I170897317"]},{"raw_affiliation_string":"Electr. & Comput. Eng. Dept., Duke Univ., Durham, NC, USA","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063170593","display_name":"Helen L. Egger","orcid":"https://orcid.org/0000-0001-8447-5350"},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]},{"id":"https://openalex.org/I4210097178","display_name":"Behavioral Pharma (United States)","ror":"https://ror.org/011bspp78","country_code":"US","type":"company","lineage":["https://openalex.org/I4210097178"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Helen Egger","raw_affiliation_strings":["Psychiatry and Behavioral Science Department, Duke University","Psychiatry & Behavioral Sci. Dept., Duke Univ., Durham, NC, USA"],"affiliations":[{"raw_affiliation_string":"Psychiatry and Behavioral Science Department, Duke University","institution_ids":["https://openalex.org/I4210097178","https://openalex.org/I170897317"]},{"raw_affiliation_string":"Psychiatry & Behavioral Sci. Dept., Duke Univ., Durham, NC, USA","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025218580","display_name":"Guillermo Sapiro","orcid":"https://orcid.org/0000-0001-9190-6964"},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Guillermo Sapiro","raw_affiliation_strings":["Electrical and Computer Engineering Department, Duke University","Electr. & Comput. Eng. Dept., Duke Univ., Durham, NC, USA"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, Duke University","institution_ids":["https://openalex.org/I170897317"]},{"raw_affiliation_string":"Electr. & Comput. Eng. Dept., Duke Univ., Durham, NC, USA","institution_ids":["https://openalex.org/I170897317"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5040147368"],"corresponding_institution_ids":["https://openalex.org/I170897317","https://openalex.org/I4210097178"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.16027653,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"1","issue":null,"first_page":"6009","last_page":"6013"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13283","display_name":"Mental Health Research Topics","score":0.9886999726295471,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13283","display_name":"Mental Health Research Topics","score":0.9886999726295471,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive 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/T10182","display_name":"Child and Adolescent Psychosocial and Emotional Development","score":0.9801999926567078,"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"}},{"id":"https://openalex.org/T14393","display_name":"Health, Environment, Cognitive Aging","score":0.9223999977111816,"subfield":{"id":"https://openalex.org/subfields/2307","display_name":"Health, Toxicology and Mutagenesis"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.6369963884353638},{"id":"https://openalex.org/keywords/psychopathology","display_name":"Psychopathology","score":0.558363676071167},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.5414057374000549},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5290265083312988},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5106242299079895},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.4635573625564575},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.4430202841758728},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.43243107199668884},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.41415196657180786},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3720238208770752},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32732492685317993},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.2939906716346741},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.23983392119407654}],"concepts":[{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6369963884353638},{"id":"https://openalex.org/C123273963","wikidata":"https://www.wikidata.org/wiki/Q624758","display_name":"Psychopathology","level":2,"score":0.558363676071167},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.5414057374000549},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5290265083312988},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5106242299079895},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.4635573625564575},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4430202841758728},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.43243107199668884},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.41415196657180786},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3720238208770752},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32732492685317993},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.2939906716346741},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.23983392119407654},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp.2014.6854757","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2014.6854757","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5400000214576721,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W406572143","https://openalex.org/W1480376833","https://openalex.org/W1844060758","https://openalex.org/W1881647329","https://openalex.org/W1988790447","https://openalex.org/W1994636970","https://openalex.org/W1999905741","https://openalex.org/W2005240772","https://openalex.org/W2048906320","https://openalex.org/W2103185075","https://openalex.org/W2107251604","https://openalex.org/W2118892144","https://openalex.org/W2125055259","https://openalex.org/W2128254598","https://openalex.org/W2141265035","https://openalex.org/W2170744156","https://openalex.org/W3103475671","https://openalex.org/W3149810650","https://openalex.org/W4248437541","https://openalex.org/W4295128348","https://openalex.org/W6639409548","https://openalex.org/W6765969944"],"related_works":["https://openalex.org/W2125652721","https://openalex.org/W1540371141","https://openalex.org/W4231274751","https://openalex.org/W1549363203","https://openalex.org/W2154063878","https://openalex.org/W2556012038","https://openalex.org/W1489772951","https://openalex.org/W3108206494","https://openalex.org/W2739726746","https://openalex.org/W4242380336"],"abstract_inverted_index":{"Early":[0],"detection":[1],"and":[2,17,70,93,137,159,199,245],"treatment":[3],"of":[4,19,23,64,72,116,132,173,219,236,247],"psychiatric":[5],"disorders":[6],"on":[7,195],"children":[8],"has":[9],"shown":[10],"significant":[11],"impact":[12],"in":[13,25,105,113,175,262],"their":[14],"subsequent":[15],"development":[16],"quality":[18],"life.":[20],"The":[21,243],"assessment":[22],"psychopathology":[24],"childhood":[26],"is":[27,55,78,180,189],"commonly":[28],"carried":[29],"out":[30],"by":[31],"performing":[32],"long":[33,57],"comprehensive":[34],"interviews":[35],"such":[36,125],"as":[37],"the":[38,47,62,65,73,100,114,130,145,168,176,196,227,248],"widely":[39],"used":[40],"Preschool":[41],"Age":[42],"Psychiatric":[43],"Assessment":[44],"(PAPA).":[45],"Unfortunately,":[46],"time":[48],"required":[49],"to":[50,58,89,107,123,156,191,205,210,215],"complete":[51],"a":[52,109,117,165,171,184,193,217,256],"full":[53],"interview":[54],"too":[56],"apply":[59],"it":[60,188,253],"at":[61,68,129],"scale":[63],"actual":[66],"population":[67,74],"risk,":[69],"most":[71],"goes":[75],"undiagnosed":[76],"or":[77],"diagnosed":[79],"significantly":[80],"later":[81],"than":[82,164],"desired.":[83],"In":[84,203],"this":[85,143],"work,":[86],"we":[87,208],"aim":[88],"learn":[90],"from":[91,183],"unique":[92],"very":[94],"rich":[95],"previously":[96],"collected":[97,241],"PAPA":[98],"examples":[99],"inter-correlations":[101],"between":[102],"different":[103],"questions":[104],"order":[106,204],"provide":[108],"reliable":[110],"risk":[111,127],"analysis":[112,128,214],"form":[115],"much":[118],"shorter":[119],"interview.":[120],"This":[121,179],"helps":[122],"put":[124],"important":[126],"hands":[131],"regular":[133],"practitioners,":[134],"including":[135],"teachers":[136],"family":[138],"doctors.":[139],"We":[140,229],"use":[141,211],"for":[142,259],"purpose":[144],"alternating":[146],"decision":[147,152,161,194],"trees":[148,153],"algorithm,":[149],"which":[150],"combines":[151],"with":[154,222,226,233],"boosting":[155],"produce":[157],"small":[158],"interpretable":[160],"rules.":[162],"Rather":[163],"binary":[166],"prediction,":[167],"algorithm":[169],"provides":[170],"measure":[172],"confidence":[174],"classification":[177],"outcome.":[178],"highly":[181],"desirable":[182],"clinical":[185],"perspective,":[186],"where":[187],"preferable":[190],"abstain":[192],"low-confidence":[197],"cases":[198],"recommend":[200],"further":[201],"screening.":[202],"prevent":[206],"over-fitting,":[207],"propose":[209],"network":[212],"inference":[213],"predefine":[216],"set":[218],"candidate":[220],"question":[221],"consistent":[223],"high":[224,234],"correlation":[225],"diagnosis.":[228],"report":[230],"encouraging":[231],"results":[232],"levels":[235],"prediction":[237],"using":[238],"two":[239],"independently":[240],"datasets.":[242],"length":[244],"accuracy":[246],"developed":[249],"method":[250],"suggests":[251],"that":[252],"could":[254],"be":[255],"valuable":[257],"tool":[258],"preliminary":[260],"evaluation":[261],"everyday":[263],"care.":[264]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}