{"id":"https://openalex.org/W4405778726","doi":"https://doi.org/10.1109/access.2024.3522397","title":"Predicting Disease Severity in Children With Attention Deficit Hyperactivity Disorder Using Dual-Branch Hypothesis Network","display_name":"Predicting Disease Severity in Children With Attention Deficit Hyperactivity Disorder Using Dual-Branch Hypothesis Network","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4405778726","doi":"https://doi.org/10.1109/access.2024.3522397"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3522397","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3522397","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2024.3522397","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100383037","display_name":"Ying Chen","orcid":"https://orcid.org/0000-0002-1293-5386"},"institutions":[{"id":"https://openalex.org/I4210153482","display_name":"Changzhou University","ror":"https://ror.org/04ymgwq66","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210153482"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ying Chen","raw_affiliation_strings":["School of Microelectronics and Control Engineering, Changzhou University, Changzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Microelectronics and Control Engineering, Changzhou University, Changzhou, China","institution_ids":["https://openalex.org/I4210153482"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115695538","display_name":"Yao Wang","orcid":"https://orcid.org/0000-0003-2480-3660"},"institutions":[{"id":"https://openalex.org/I4210153482","display_name":"Changzhou University","ror":"https://ror.org/04ymgwq66","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210153482"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yao Wang","raw_affiliation_strings":["School of Microelectronics and Control Engineering, Changzhou University, Changzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Microelectronics and Control Engineering, Changzhou University, Changzhou, China","institution_ids":["https://openalex.org/I4210153482"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103136930","display_name":"Yibin Tang","orcid":"https://orcid.org/0000-0003-1192-4295"},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yibin Tang","raw_affiliation_strings":["College of Information Science and Engineering, Hohai University, Changzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Hohai University, Changzhou, China","institution_ids":["https://openalex.org/I163340411"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049062833","display_name":"Xiaojing Meng","orcid":"https://orcid.org/0000-0003-1008-7587"},"institutions":[{"id":"https://openalex.org/I177388780","display_name":"Xuzhou Medical College","ror":"https://ror.org/04fe7hy80","country_code":"CN","type":"education","lineage":["https://openalex.org/I177388780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaojing Meng","raw_affiliation_strings":["School of Medical Information and Engineering, Xuzhou Medical University, Xuzhou, China","Xuzhou Medical University, Xuzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Medical Information and Engineering, Xuzhou Medical University, Xuzhou, China","institution_ids":["https://openalex.org/I177388780"]},{"raw_affiliation_string":"Xuzhou Medical University, Xuzhou, China","institution_ids":["https://openalex.org/I177388780"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100383037"],"corresponding_institution_ids":["https://openalex.org/I4210153482"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.33747558,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"12","issue":null,"first_page":"198212","last_page":"198223"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10537","display_name":"Attention Deficit Hyperactivity Disorder","score":0.8989999890327454,"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"}},"topics":[{"id":"https://openalex.org/T10537","display_name":"Attention Deficit Hyperactivity Disorder","score":0.8989999890327454,"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/T11122","display_name":"Online Learning and Analytics","score":0.781000018119812,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.7408000230789185,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/attention-deficit-hyperactivity-disorder","display_name":"Attention deficit hyperactivity disorder","score":0.7294760942459106},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.49836254119873047},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.49574074149131775},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.40982985496520996},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.33215129375457764},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.2573012113571167},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.1645488440990448}],"concepts":[{"id":"https://openalex.org/C2780783007","wikidata":"https://www.wikidata.org/wiki/Q181923","display_name":"Attention deficit hyperactivity disorder","level":2,"score":0.7294760942459106},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.49836254119873047},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.49574074149131775},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.40982985496520996},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.33215129375457764},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.2573012113571167},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.1645488440990448},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3522397","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3522397","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:e77b6455e306497491c4084dfae14211","is_oa":true,"landing_page_url":"https://doaj.org/article/e77b6455e306497491c4084dfae14211","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 198212-198223 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3522397","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3522397","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7802909537","display_name":null,"funder_award_id":"62201093","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1965235192","https://openalex.org/W1984756294","https://openalex.org/W2011790068","https://openalex.org/W2108434147","https://openalex.org/W2137884776","https://openalex.org/W2197180179","https://openalex.org/W2272530368","https://openalex.org/W2493006415","https://openalex.org/W2596336029","https://openalex.org/W2762517398","https://openalex.org/W2883943146","https://openalex.org/W2884869381","https://openalex.org/W2926762617","https://openalex.org/W2944224170","https://openalex.org/W2944352397","https://openalex.org/W2946763314","https://openalex.org/W3003265860","https://openalex.org/W3009626518","https://openalex.org/W3013728330","https://openalex.org/W3042924356","https://openalex.org/W3047442682","https://openalex.org/W3049636222","https://openalex.org/W3080095395","https://openalex.org/W3082194823","https://openalex.org/W3088770573","https://openalex.org/W3126917856","https://openalex.org/W3134436322","https://openalex.org/W3185033331","https://openalex.org/W3190265638","https://openalex.org/W3195135152","https://openalex.org/W3208016313","https://openalex.org/W3212244962","https://openalex.org/W4200117089","https://openalex.org/W4206280419","https://openalex.org/W4220871320","https://openalex.org/W4283075389","https://openalex.org/W4283527389","https://openalex.org/W4295755922","https://openalex.org/W4377939953","https://openalex.org/W4381855740","https://openalex.org/W4386024312","https://openalex.org/W4386273839","https://openalex.org/W4392811766"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W3031052312","https://openalex.org/W4389568370","https://openalex.org/W3032375762","https://openalex.org/W1995515455","https://openalex.org/W2080531066","https://openalex.org/W3108674512","https://openalex.org/W1506200166"],"abstract_inverted_index":{"Attention":[0],"deficit":[1],"hyperactivity":[2],"disorder":[3,9],"(ADHD)":[4],"is":[5,28,136,143],"a":[6,41,60,69,169],"prevalent":[7],"neurodevelopmental":[8],"in":[10,114,200,218],"children.":[11],"Although":[12],"numerous":[13],"intelligent":[14],"methods":[15],"have":[16],"been":[17],"applied":[18],"for":[19,30,72,84],"its":[20,107,226],"diagnosis,":[21],"they":[22],"seldom":[23],"address":[24],"symptom":[25,73,111,149],"prediction,":[26,75],"which":[27,47],"crucial":[29],"establishing":[31],"the":[32,85,90,96,102,125,138,147,152,176,201],"relationship":[33],"between":[34],"symptoms":[35],"and":[36,55,109,162],"subjective":[37],"biosignals.":[38],"We":[39],"propose":[40],"severity":[42,57,74,157],"prediction":[43,158],"model,":[44],"namely":[45],"BSP-Net,":[46,153],"uses":[48],"amplitude":[49],"of":[50,160,173],"low-frequency":[51],"fluctuation":[52],"(ALFF)":[53],"data":[54,199],"constructs":[56],"predictors":[58,113],"within":[59,101],"binary":[61],"hypothesis":[62],"testing":[63],"(BHT)":[64],"framework.":[65],"Specifically,":[66],"we":[67,105,127],"designed":[68],"dual-branch":[70],"network":[71,99,108],"with":[76,168,211,220],"each":[77,115],"branch":[78],"corresponding":[79,139,195],"to":[80,145,196],"an":[81,129,133],"assumed":[82,134],"label":[83,135],"test":[86],"subject.":[87],"Building":[88],"on":[89,164,180,214],"accurate":[91],"ADHD":[92,206,234],"identification":[93],"achieved":[94,156],"by":[95,228],"existing":[97,212],"auto-encoding":[98],"(AENet)":[100],"BHT":[103],"framework,":[104],"integrate":[106],"introduce":[110],"score":[112,141,170],"branch.":[116],"By":[117],"comparing":[118],"high-level":[119],"features":[120],"from":[121,233],"both":[122],"branches":[123],"using":[124],"AENet,":[126],"derive":[128],"estimated":[130],"label.":[131],"Once":[132],"confirmed,":[137],"branch\u2019s":[140],"predictor":[142],"activated":[144],"generate":[146],"final":[148],"assessment.":[150],"Using":[151],"our":[154,223],"experiments":[155],"accuracies":[159],"92.4%":[161],"84.9%":[163],"specific":[165],"ADHD-200":[166],"datasets,":[167],"tolerance":[171],"threshold":[172],"3.":[174],"Moreover,":[175],"mean":[177],"squared":[178],"errors":[179],"these":[181],"datasets":[182],"were":[183,203],"lower":[184],"than":[185],"16,":[186],"significantly":[187],"outperforming":[188],"other":[189],"methods.":[190],"Importantly,":[191],"discriminative":[192],"brain":[193,216],"regions":[194,217],"typical":[197],"ALFF":[198],"BSP-Net":[202],"identified":[204],"as":[205],"biomarkers.":[207],"These":[208],"biomarkers":[209],"align":[210],"research":[213],"abnormal":[215],"children":[219],"ADHD.":[221],"Consequently,":[222],"method":[224],"demonstrates":[225],"validity":[227],"providing":[229],"biological":[230],"explanations":[231],"derived":[232],"mechanisms.":[235]},"counts_by_year":[],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}