{"id":"https://openalex.org/W4406262139","doi":"https://doi.org/10.1109/bibm62325.2024.10822472","title":"Visualizing Patient Trajectories and Disorder Co-occurrences in Child and Adolescent Mental Health","display_name":"Visualizing Patient Trajectories and Disorder Co-occurrences in Child and Adolescent Mental Health","publication_year":2024,"publication_date":"2024-12-03","ids":{"openalex":"https://openalex.org/W4406262139","doi":"https://doi.org/10.1109/bibm62325.2024.10822472"},"language":"en","primary_location":{"id":"doi:10.1109/bibm62325.2024.10822472","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm62325.2024.10822472","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5093789010","display_name":"Dipendra Pant","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dipendra Pant","raw_affiliation_strings":["NTNU,Department of Computer Science,Trondheim,Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NTNU,Department of Computer Science,Trondheim,Norway","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067761859","display_name":"Kaban Koochakpour","orcid":"https://orcid.org/0000-0001-7214-8651"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kaban Koochakpour","raw_affiliation_strings":["NTNU,Department of Computer Science,Trondheim,Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NTNU,Department of Computer Science,Trondheim,Norway","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003500676","display_name":"Odd Sverre Westbye","orcid":null},"institutions":[{"id":"https://openalex.org/I4210165875","display_name":"NTNU Samfunnsforskning","ror":"https://ror.org/05pv30e80","country_code":"NO","type":"facility","lineage":["https://openalex.org/I4210165875"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Odd Sverre Westbye","raw_affiliation_strings":["NTNU,Regional Centre for Child and Youth Mental Health and Child Welfare,Trondheim,Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NTNU,Regional Centre for Child and Youth Mental Health and Child Welfare,Trondheim,Norway","institution_ids":["https://openalex.org/I4210165875"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077694260","display_name":"Carolyn Clausen","orcid":"https://orcid.org/0000-0003-2121-7252"},"institutions":[{"id":"https://openalex.org/I4210165875","display_name":"NTNU Samfunnsforskning","ror":"https://ror.org/05pv30e80","country_code":"NO","type":"facility","lineage":["https://openalex.org/I4210165875"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Carolyn Clausen","raw_affiliation_strings":["NTNU,Regional Centre for Child and Youth Mental Health and Child Welfare,Trondheim,Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NTNU,Regional Centre for Child and Youth Mental Health and Child Welfare,Trondheim,Norway","institution_ids":["https://openalex.org/I4210165875"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063159746","display_name":"Bennett Leventhal","orcid":"https://orcid.org/0000-0001-6985-3691"},"institutions":[{"id":"https://openalex.org/I40347166","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28","country_code":"US","type":"education","lineage":["https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bennett L. Leventhal","raw_affiliation_strings":["The University of Chicago,Chicago,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Chicago,Chicago,USA","institution_ids":["https://openalex.org/I40347166"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011016989","display_name":"Roman Koposov","orcid":"https://orcid.org/0000-0002-7393-2920"},"institutions":[{"id":"https://openalex.org/I78037679","display_name":"UiT The Arctic University of Norway","ror":"https://ror.org/00wge5k78","country_code":"NO","type":"education","lineage":["https://openalex.org/I78037679"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Roman Koposov","raw_affiliation_strings":["UiT The Arctic University of Norway,Regional Centre for Child and Youth Mental Health and Child Welfare,Troms&#x00F8;,Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UiT The Arctic University of Norway,Regional Centre for Child and Youth Mental Health and Child Welfare,Troms&#x00F8;,Norway","institution_ids":["https://openalex.org/I78037679"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044143097","display_name":"Thomas Brox R\u00f8st","orcid":"https://orcid.org/0000-0001-8395-7868"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Thomas Brox R\u00f8st","raw_affiliation_strings":["NTNU,Department of Computer Science,Trondheim,Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NTNU,Department of Computer Science,Trondheim,Norway","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102790343","display_name":"Norbert Skokauskas","orcid":"https://orcid.org/0000-0002-9352-3489"},"institutions":[{"id":"https://openalex.org/I4210165875","display_name":"NTNU Samfunnsforskning","ror":"https://ror.org/05pv30e80","country_code":"NO","type":"facility","lineage":["https://openalex.org/I4210165875"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Norbert Skokauskas","raw_affiliation_strings":["NTNU,Regional Centre for Child and Youth Mental Health and Child Welfare,Trondheim,Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NTNU,Regional Centre for Child and Youth Mental Health and Child Welfare,Trondheim,Norway","institution_ids":["https://openalex.org/I4210165875"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022242950","display_name":"\u00d8ystein Nytr\u00f8","orcid":"https://orcid.org/0000-0002-8163-2362"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"\u00d8ystein Nytr\u00f8","raw_affiliation_strings":["NTNU,Department of Computer Science,Trondheim,Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NTNU,Department of Computer Science,Trondheim,Norway","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":13.3393,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.98616071,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"5531","last_page":"5538"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12308","display_name":"Mental Health and Psychiatry","score":0.9760000109672546,"subfield":{"id":"https://openalex.org/subfields/1211","display_name":"Philosophy"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12308","display_name":"Mental Health and Psychiatry","score":0.9760000109672546,"subfield":{"id":"https://openalex.org/subfields/1211","display_name":"Philosophy"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11999","display_name":"Empathy and Medical Education","score":0.9174000024795532,"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"}},{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.907800018787384,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied 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/mental-health","display_name":"Mental health","score":0.5819268822669983},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4865516722202301},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.37694740295410156},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.325111985206604},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.23353919386863708}],"concepts":[{"id":"https://openalex.org/C134362201","wikidata":"https://www.wikidata.org/wiki/Q317309","display_name":"Mental health","level":2,"score":0.5819268822669983},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4865516722202301},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.37694740295410156},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.325111985206604},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.23353919386863708}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibm62325.2024.10822472","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm62325.2024.10822472","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5,"id":"https://metadata.un.org/sdg/5","display_name":"Gender equality"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2133663175","https://openalex.org/W2433395974","https://openalex.org/W2770008901","https://openalex.org/W2793415663","https://openalex.org/W2883778774","https://openalex.org/W2922218868","https://openalex.org/W3113589398","https://openalex.org/W3216809436","https://openalex.org/W4205123176","https://openalex.org/W4281743019","https://openalex.org/W4385380568","https://openalex.org/W4391650431","https://openalex.org/W4396855607","https://openalex.org/W4403549386"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Understanding":[0],"patient":[1,19,100],"trajectories":[2],"and":[3,34,65,85,101,109,115,120,143,167,171,185,197,233,239],"identifying":[4],"patterns":[5,108,121,241],"in":[6,74,92,117,131,149,161,191,224],"episodes":[7,24,135,153],"of":[8,25,32,60,69,87,98,106,134,136,152,204,214,237],"care":[9,26,88,118,137,238],"is":[10],"critical":[11],"for":[12,210,231],"effective":[13],"healthcare":[14],"decision-making.":[15],"We":[16,195],"present":[17],"a":[18,128,147,159],"timeline":[20,82],"visualization":[21],"using":[22],"clustered":[23],"derived":[27],"from":[28],"over":[29],"35":[30],"years":[31],"Child":[33],"Adolescent":[35],"Mental":[36],"Health":[37,227],"Services":[38],"(CAMHS)":[39],"data.":[40],"Patients":[41],"were":[42],"categorized":[43],"into":[44],"12":[45],"groups":[46],"based":[47],"on":[48],"three":[49],"features:":[50],"age":[51,193],"group":[52,77],"(preschoolers,":[53],"middle":[54,155],"childhood,":[55,156],"teenagers)":[56],"at":[57],"the":[58,61,93,99,132,150,162,169,202,212,221,225,235],"start":[59],"first":[62],"episode,":[63],"gender,":[64],"presence":[66],"or":[67],"absence":[68],"Attention-Deficit":[70],"Hyperactivity":[71],"Disorder":[72],"(ADHD),":[73],"order":[75],"to":[76,95],"similar":[78],"patients.":[79],"The":[80],"patients,":[81],"with":[83,138,141,174,201],"demographics,":[84],"episode":[86],"information":[89],"are":[90],"displayed":[91],"trajectory":[94],"facilitate":[96],"understanding":[97,211,236],"associated":[102],"events,":[103],"allowing":[104],"observation":[105],"temporal":[107],"variations.":[110],"These":[111,217],"plots":[112],"reveal":[113],"similarities":[114],"differences":[116],"needs":[119],"across":[122,176,242],"groups.":[123,194,243],"Females":[124,140],"without":[125],"ADHD":[126,142,175,182],"have":[127],"steady":[129],"increase":[130],"number":[133,151],"age.":[139],"all":[144,192],"males":[145],"experienced":[146],"peak":[148],"during":[154],"followed":[157],"by":[158],"decline":[160],"teenage":[163],"years.":[164],"To":[165],"compare":[166],"understand":[168],"intensity":[170],"co-occurring":[172,189],"disorders":[173],"different":[177],"groups,":[178],"we":[179],"plotted":[180],"an":[181],"co-occurrence":[183],"graph,":[184],"Tourette\u2019s":[186],"syndrome":[187],"was":[188],"predominantly":[190],"evaluated":[196],"refined":[198],"our":[199],"visualizations":[200],"involvement":[203],"clinicians,":[205],"who":[206],"found":[207],"them":[208],"useful":[209],"context":[213],"CAMHS":[215],"care.":[216],"visual":[218],"tools":[219],"make":[220],"population":[222],"data":[223],"Electronic":[226],"Records":[228],"(EHR)":[229],"available":[230],"decision-making":[232],"enhancing":[234],"disorder":[240]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
