{"id":"https://openalex.org/W4313525875","doi":"https://doi.org/10.1109/bibm55620.2022.9994876","title":"A Data-Driven Approach for the Analysis of Behavioral Disorders With a Focus on Classification and Severity Estimation","display_name":"A Data-Driven Approach for the Analysis of Behavioral Disorders With a Focus on Classification and Severity Estimation","publication_year":2022,"publication_date":"2022-12-06","ids":{"openalex":"https://openalex.org/W4313525875","doi":"https://doi.org/10.1109/bibm55620.2022.9994876"},"language":"en","primary_location":{"id":"doi:10.1109/bibm55620.2022.9994876","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/bibm55620.2022.9994876","pdf_url":null,"source":{"id":"https://openalex.org/S4363607730","display_name":"2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","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/A5054590460","display_name":"Rama Krishna Thelagathoti","orcid":"https://orcid.org/0000-0002-4986-5027"},"institutions":[{"id":"https://openalex.org/I122266389","display_name":"University of Nebraska at Omaha","ror":"https://ror.org/04yrkc140","country_code":"US","type":"education","lineage":["https://openalex.org/I122266389"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Rama Krishna Thelagathoti","raw_affiliation_strings":["University of Nebraska Omaha,College of Information Science and Technology,Omaha,NE,USA,68182"],"affiliations":[{"raw_affiliation_string":"University of Nebraska Omaha,College of Information Science and Technology,Omaha,NE,USA,68182","institution_ids":["https://openalex.org/I122266389"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047703641","display_name":"Hesham Ali","orcid":"https://orcid.org/0000-0001-6675-7987"},"institutions":[{"id":"https://openalex.org/I122266389","display_name":"University of Nebraska at Omaha","ror":"https://ror.org/04yrkc140","country_code":"US","type":"education","lineage":["https://openalex.org/I122266389"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hesham H. Ali","raw_affiliation_strings":["University of Nebraska Omaha,College of Information Science and Technology,Omaha,NE,USA,68182"],"affiliations":[{"raw_affiliation_string":"University of Nebraska Omaha,College of Information Science and Technology,Omaha,NE,USA,68182","institution_ids":["https://openalex.org/I122266389"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5054590460"],"corresponding_institution_ids":["https://openalex.org/I122266389"],"apc_list":null,"apc_paid":null,"fwci":0.6929,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.71343874,"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":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13283","display_name":"Mental Health Research Topics","score":0.9998999834060669,"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":0.9998999834060669,"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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9955999851226807,"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"}},{"id":"https://openalex.org/T11337","display_name":"Tryptophan and brain disorders","score":0.9943000078201294,"subfield":{"id":"https://openalex.org/subfields/2803","display_name":"Biological Psychiatry"},"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/computer-science","display_name":"Computer science","score":0.5036677718162537},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.4936329126358032},{"id":"https://openalex.org/keywords/schizophrenia","display_name":"Schizophrenia (object-oriented programming)","score":0.43816155195236206},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4199787378311157},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4176817536354065},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.41391921043395996},{"id":"https://openalex.org/keywords/observational-study","display_name":"Observational study","score":0.4122581481933594},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.33636555075645447},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.33285000920295715},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.2090342938899994},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09469106793403625}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5036677718162537},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.4936329126358032},{"id":"https://openalex.org/C2776412080","wikidata":"https://www.wikidata.org/wiki/Q7431605","display_name":"Schizophrenia (object-oriented programming)","level":2,"score":0.43816155195236206},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4199787378311157},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4176817536354065},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.41391921043395996},{"id":"https://openalex.org/C23131810","wikidata":"https://www.wikidata.org/wiki/Q818574","display_name":"Observational study","level":2,"score":0.4122581481933594},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.33636555075645447},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.33285000920295715},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.2090342938899994},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09469106793403625},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibm55620.2022.9994876","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/bibm55620.2022.9994876","pdf_url":null,"source":{"id":"https://openalex.org/S4363607730","display_name":"2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1604476085","https://openalex.org/W2020844317","https://openalex.org/W2035867186","https://openalex.org/W2073458404","https://openalex.org/W2118662386","https://openalex.org/W2131823335","https://openalex.org/W2152144380","https://openalex.org/W2401005551","https://openalex.org/W2809728483","https://openalex.org/W3046664802","https://openalex.org/W4233333593"],"related_works":["https://openalex.org/W4381328000","https://openalex.org/W2109147503","https://openalex.org/W2103779230","https://openalex.org/W2911339178","https://openalex.org/W334096847","https://openalex.org/W2322581019","https://openalex.org/W3141050733","https://openalex.org/W2030936866","https://openalex.org/W3141550469","https://openalex.org/W1533309927"],"abstract_inverted_index":{"It":[0],"has":[1],"been":[2],"well-established":[3],"that":[4,80,104,165],"behavioral":[5,116,157,207],"disorders":[6,41,158,177],"such":[7,40],"as":[8],"depression":[9],"and":[10,143,178,209],"schizophrenia":[11],"are":[12],"hard":[13],"to":[14,55,112,127,184,201,204],"diagnose.":[15],"Classifying":[16],"the":[17,20,28,31,36,47,60,65,82,108,129,138,147,166,186,190,193],"type":[18],"of":[19,27,30,35,39,62,69,107,176,189],"disorder":[21],"is":[22,42,73,135],"a":[23,74,101,198],"challenging":[24,44],"task":[25],"because":[26],"diversity":[29],"symptoms.":[32],"Furthermore,":[33],"estimation":[34],"severity":[37,130,187],"level":[38],"another":[43],"factor":[45],"in":[46,86],"diagnosis":[48],"process.":[49],"Current":[50],"clinical":[51],"diagnostic":[52],"procedures":[53],"tend":[54],"be":[56,182],"mostly":[57],"dependent":[58],"on":[59,137],"self-reporting":[61],"patients":[63],"or":[64],"limited":[66],"observational":[67],"evaluations":[68],"clinicians.":[70],"Hence,":[71],"there":[72],"need":[75],"for":[76],"objective":[77],"analytical":[78],"methods":[79],"leverage":[81],"current":[83],"informatics":[84],"advancements":[85],"studying":[87],"behavior":[88],"disorders.":[89,117],"In":[90],"this":[91],"study,":[92],"we":[93,99,119],"proposed":[94,133,167,194],"two":[95],"major":[96],"contributions.":[97],"First,":[98],"introduce":[100],"data-driven":[102,211],"approach":[103,134],"takes":[105],"advantage":[106],"available":[109],"public":[110],"databases":[111],"differentiate":[113],"between":[114,141,173],"multiple":[115,156],"Second,":[118],"developed":[120],"an":[121],"index":[122,180],"(Behavioral":[123],"Health":[124],"Score":[125],"(BHS))":[126],"assess":[128],"level.":[131],"The":[132],"based":[136],"established":[139],"correlations":[140],"mobility":[142,148],"health":[144],"by":[145],"analyzing":[146],"data":[149],"collected":[150],"from":[151,155],"72":[152],"participants":[153],"suffering":[154],"using":[159],"wearable":[160],"sensors.":[161],"Obtained":[162],"results":[163],"demonstrate":[164],"correlation":[168],"network":[169],"model":[170,195],"can":[171,181,196],"distinguish":[172],"different":[174],"types":[175],"BHS":[179],"utilized":[183],"estimate":[185],"levels":[188],"disorder.":[191],"Moreover,":[192],"add":[197],"useful":[199],"information":[200],"healthcare":[202],"providers":[203],"better":[205],"diagnose":[206],"conditions":[208],"develop":[210],"treatment":[212],"options.":[213]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3}],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}
