{"id":"https://openalex.org/W4385695904","doi":"https://doi.org/10.1109/jbhi.2023.3303470","title":"Compressibility Analysis of Functional Near-Infrared Spectroscopy Signals in Children With Attention-Deficit/Hyperactivity Disorder","display_name":"Compressibility Analysis of Functional Near-Infrared Spectroscopy Signals in Children With Attention-Deficit/Hyperactivity Disorder","publication_year":2023,"publication_date":"2023-08-09","ids":{"openalex":"https://openalex.org/W4385695904","doi":"https://doi.org/10.1109/jbhi.2023.3303470","pmid":"https://pubmed.ncbi.nlm.nih.gov/37556335"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2023.3303470","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2023.3303470","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5101522600","display_name":"Yue Gu","orcid":"https://orcid.org/0000-0002-2425-7551"},"institutions":[{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"education","lineage":["https://openalex.org/I136765683"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yue Gu","raw_affiliation_strings":["Key Laboratory of Computer Vision and System, Ministry of Education, School of Computer Science and Engineering, Tianjin University of Technology, Tianjin, China","Engineering Research Center of Learning-Based Intelligent system, Ministry of Education, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0002-2425-7551","affiliations":[{"raw_affiliation_string":"Key Laboratory of Computer Vision and System, Ministry of Education, School of Computer Science and Engineering, Tianjin University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I136765683"]},{"raw_affiliation_string":"Engineering Research Center of Learning-Based Intelligent system, Ministry of Education, Tianjin, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087619794","display_name":"Shuo Miao","orcid":"https://orcid.org/0009-0003-5594-5220"},"institutions":[{"id":"https://openalex.org/I4210105514","display_name":"Capital Institute of Pediatrics","ror":"https://ror.org/00zw6et16","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210105514"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuo Miao","raw_affiliation_strings":["Children's Hospital Attached to the Capital Institute of Pediatrics, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0003-5594-5220","affiliations":[{"raw_affiliation_string":"Children's Hospital Attached to the Capital Institute of Pediatrics, Beijing, China","institution_ids":["https://openalex.org/I4210105514"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100446996","display_name":"Yao Zhang","orcid":"https://orcid.org/0000-0002-8572-6905"},"institutions":[{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"education","lineage":["https://openalex.org/I136765683"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yao Zhang","raw_affiliation_strings":["Key Laboratory of Computer Vision and System, Ministry of Education, School of Computer Science and Engineering, Tianjin University of Technology, Tianjin, China","Engineering Research Center of Learning-Based Intelligent system, Ministry of Education, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0002-8572-6905","affiliations":[{"raw_affiliation_string":"Key Laboratory of Computer Vision and System, Ministry of Education, School of Computer Science and Engineering, Tianjin University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I136765683"]},{"raw_affiliation_string":"Engineering Research Center of Learning-Based Intelligent system, Ministry of Education, Tianjin, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039942382","display_name":"Jian Yang","orcid":"https://orcid.org/0000-0002-4877-8386"},"institutions":[{"id":"https://openalex.org/I4210105514","display_name":"Capital Institute of Pediatrics","ror":"https://ror.org/00zw6et16","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210105514"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Yang","raw_affiliation_strings":["Children's Hospital Attached to the Capital Institute of Pediatrics, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-4877-8386","affiliations":[{"raw_affiliation_string":"Children's Hospital Attached to the Capital Institute of Pediatrics, Beijing, China","institution_ids":["https://openalex.org/I4210105514"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100418692","display_name":"Xiaoli Li","orcid":"https://orcid.org/0000-0003-1359-5130"},"institutions":[{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]},{"id":"https://openalex.org/I4210115644","display_name":"Chinese Institute for Brain Research","ror":"https://ror.org/029819q61","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210115644"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoli Li","raw_affiliation_strings":["State Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-1359-5130","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China","institution_ids":["https://openalex.org/I25254941","https://openalex.org/I4210115644"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0953,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.7591284,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"27","issue":"11","first_page":"5449","last_page":"5458"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10977","display_name":"Optical Imaging and Spectroscopy Techniques","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T10977","display_name":"Optical Imaging and Spectroscopy Techniques","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9975000023841858,"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/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/functional-near-infrared-spectroscopy","display_name":"Functional near-infrared spectroscopy","score":0.8274340629577637},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.5922521352767944},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5085436105728149},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.49898338317871094},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4824562668800354},{"id":"https://openalex.org/keywords/attention-deficit-hyperactivity-disorder","display_name":"Attention deficit hyperactivity disorder","score":0.417793333530426},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3370722532272339},{"id":"https://openalex.org/keywords/prefrontal-cortex","display_name":"Prefrontal cortex","score":0.3018684983253479},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.2164403200149536},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.1600187122821808},{"id":"https://openalex.org/keywords/clinical-psychology","display_name":"Clinical psychology","score":0.10277929902076721}],"concepts":[{"id":"https://openalex.org/C130796691","wikidata":"https://www.wikidata.org/wiki/Q750537","display_name":"Functional near-infrared spectroscopy","level":4,"score":0.8274340629577637},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.5922521352767944},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5085436105728149},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.49898338317871094},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4824562668800354},{"id":"https://openalex.org/C2780783007","wikidata":"https://www.wikidata.org/wiki/Q181923","display_name":"Attention deficit hyperactivity disorder","level":2,"score":0.417793333530426},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3370722532272339},{"id":"https://openalex.org/C2781195155","wikidata":"https://www.wikidata.org/wiki/Q18680","display_name":"Prefrontal cortex","level":3,"score":0.3018684983253479},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.2164403200149536},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.1600187122821808},{"id":"https://openalex.org/C70410870","wikidata":"https://www.wikidata.org/wiki/Q199906","display_name":"Clinical psychology","level":1,"score":0.10277929902076721}],"mesh":[{"descriptor_ui":"D001289","descriptor_name":"Attention Deficit Disorder with Hyperactivity","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D001289","descriptor_name":"Attention Deficit Disorder with Hyperactivity","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D001289","descriptor_name":"Attention Deficit Disorder with Hyperactivity","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017397","descriptor_name":"Prefrontal Cortex","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017397","descriptor_name":"Prefrontal Cortex","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017397","descriptor_name":"Prefrontal Cortex","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019265","descriptor_name":"Spectroscopy, Near-Infrared","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019265","descriptor_name":"Spectroscopy, Near-Infrared","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019265","descriptor_name":"Spectroscopy, Near-Infrared","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/jbhi.2023.3303470","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2023.3303470","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},{"id":"pmid:37556335","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37556335","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE journal of biomedical and health informatics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.699999988079071}],"awards":[{"id":"https://openalex.org/G1471012032","display_name":null,"funder_award_id":"61806145","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3919130936","display_name":null,"funder_award_id":"61903275","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6130450960","display_name":null,"funder_award_id":"21JCQNJC01510","funder_id":"https://openalex.org/F4320323993","funder_display_name":"Natural Science Foundation of Tianjin City"},{"id":"https://openalex.org/G7858104436","display_name":null,"funder_award_id":"61827811","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8035196740","display_name":null,"funder_award_id":"82271579","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"},{"id":"https://openalex.org/F4320323993","display_name":"Natural Science Foundation of Tianjin City","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W187774920","https://openalex.org/W812004106","https://openalex.org/W1209852327","https://openalex.org/W1495220085","https://openalex.org/W1967643315","https://openalex.org/W1983933282","https://openalex.org/W1995513458","https://openalex.org/W2005821483","https://openalex.org/W2025950086","https://openalex.org/W2033419225","https://openalex.org/W2041853331","https://openalex.org/W2047704070","https://openalex.org/W2065513175","https://openalex.org/W2066785847","https://openalex.org/W2071284784","https://openalex.org/W2095098719","https://openalex.org/W2109883003","https://openalex.org/W2111414067","https://openalex.org/W2123923307","https://openalex.org/W2133665775","https://openalex.org/W2147881642","https://openalex.org/W2152279006","https://openalex.org/W2154053567","https://openalex.org/W2223018087","https://openalex.org/W2317644834","https://openalex.org/W2590284759","https://openalex.org/W2734032735","https://openalex.org/W2773133415","https://openalex.org/W2901869283","https://openalex.org/W2909619163","https://openalex.org/W3114757497","https://openalex.org/W3125940470","https://openalex.org/W3133261650","https://openalex.org/W3187842018","https://openalex.org/W4205469058","https://openalex.org/W4226258289","https://openalex.org/W4250955649","https://openalex.org/W4377563943","https://openalex.org/W4377690742","https://openalex.org/W6607583985"],"related_works":["https://openalex.org/W2518226033","https://openalex.org/W2906058118","https://openalex.org/W2327340211","https://openalex.org/W2027542625","https://openalex.org/W4292199793","https://openalex.org/W2282195379","https://openalex.org/W4376595809","https://openalex.org/W2944529542","https://openalex.org/W2032856377","https://openalex.org/W2894961675"],"abstract_inverted_index":{"Functional":[0],"near-infrared":[1],"spectroscopy":[2],"(fNIRS)":[3],"as":[4],"an":[5,81],"emerging":[6],"optical":[7],"neuroimaging":[8],"technique":[9],"has":[10,35],"attracted":[11],"the":[12,20,48,63,100,106,109,131,137,144,154,158,167,169,174,195,209,235,244,254],"interest":[13],"and":[14,72,84,120,150,190,206,237,243],"attention":[15],"of":[16,22,50,108,126,133,147,239,246,256],"many":[17],"investigators.":[18],"With":[19],"growth":[21],"fNIRS":[23,51,64,102,134,176,241,247],"data":[24,27,52,177,248],"volume,":[25],"effective":[26,128],"compression":[28,185],"methods":[29],"are":[30],"urgent.":[31],"Compressive":[32],"sensing":[33],"(CS)":[34],"been":[36],"demonstrated":[37],"a":[38,85,179,213,250],"promising":[39,233],"tool":[40],"to":[41,98,142],"deal":[42],"with":[43,178,203],"biomedical":[44],"data.":[45,103,135],"However,":[46],"whether":[47],"compressibility":[49,132,245],"can":[53],"discriminate":[54,143],"different":[55,184,200],"brain":[56,145,201,215],"states":[57,146,202],"is":[58,212,231,249],"unclear.":[59],"In":[60],"this":[61],"study,":[62],"signals":[65],"from":[66],"fifteen":[67,73],"attention-deficit/hyperactivity":[68],"disorder":[69],"(ADHD)":[70],"children":[71,77,149,152],"typically":[74],"developing":[75],"(TD)":[76],"were":[78,140],"recorded":[79],"during":[80,153],"N-back":[82,223],"task":[83,87],"Go/NoGo":[86],"respectively.":[88],"A":[89],"block":[90],"sparse":[91],"Bayesian":[92],"learning-based":[93],"CS":[94,110,170,230],"method":[95,171,197],"was":[96],"used":[97],"reconstruct":[99,173],"compressed":[101,175],"To":[104],"assess":[105],"performance":[107],"method,":[111],"we":[112],"adopted":[113],"two":[114,138,155],"metrics,":[115],"structural":[116],"similarity":[117],"index":[118],"(SSIM)":[119],"mean":[121],"squared":[122],"error":[123],"(MSE),":[124],"both":[125],"them":[127],"in":[129],"evaluating":[130],"Then,":[136],"metrics":[139],"analyzed":[141],"ADHD":[148,219],"TD":[151,221],"tasks":[156],"using":[157],"multivariate":[159],"pattern":[160],"analysis":[161],"(MVPA)":[162],"method.":[163],"As":[164],"indicated":[165,228],"by":[166],"results,":[168],"could":[172,198],"high":[180,204],"reconstruction":[181],"quality":[182],"at":[183],"ratio":[186],"([Formula:":[187],"see":[188,192],"text]":[189],"[Formula:":[191],"text]).":[193],"Furthermore,":[194],"MVPA":[196],"distinguish":[199],"accuracy,":[205],"identify":[207],"that":[208,229],"prefrontal":[210],"cortex":[211],"key":[214],"region":[216],"for":[217,234,253],"distinguishing":[218],"vs.":[220,224],"or":[222],"Go/NoGo.":[225],"These":[226],"findings":[227],"very":[232],"storage":[236],"transmission":[238],"massive":[240],"data,":[242],"potential":[251],"biomarker":[252],"diagnosis":[255],"ADHD.":[257]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}