{"id":"https://openalex.org/W4394595636","doi":"https://doi.org/10.1109/jbhi.2024.3384453","title":"Smart Multimodal In-Bed Pose Estimation Framework Incorporating Generative Adversarial Neural Network","display_name":"Smart Multimodal In-Bed Pose Estimation Framework Incorporating Generative Adversarial Neural Network","publication_year":2024,"publication_date":"2024-04-09","ids":{"openalex":"https://openalex.org/W4394595636","doi":"https://doi.org/10.1109/jbhi.2024.3384453","pmid":"https://pubmed.ncbi.nlm.nih.gov/38843069"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2024.3384453","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2024.3384453","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":true,"oa_status":"green","oa_url":"https://durham-repository.worktribe.com/preview/2393420/2392841AAM.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101419861","display_name":"Sumit Kumar Singh","orcid":null},"institutions":[{"id":"https://openalex.org/I110002522","display_name":"University of Essex","ror":"https://ror.org/02nkf1q06","country_code":"GB","type":"education","lineage":["https://openalex.org/I110002522"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sumit Singh","raw_affiliation_strings":["School of Computer Science and Electronic Engineering, University of Essex, Colchester, U.K"],"raw_orcid":"https://orcid.org/0000-0001-7876-7795","affiliations":[{"raw_affiliation_string":"School of Computer Science and Electronic Engineering, University of Essex, Colchester, U.K","institution_ids":["https://openalex.org/I110002522"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054251799","display_name":"Mohammad Hossein Anisi","orcid":"https://orcid.org/0000-0001-8414-2708"},"institutions":[{"id":"https://openalex.org/I110002522","display_name":"University of Essex","ror":"https://ror.org/02nkf1q06","country_code":"GB","type":"education","lineage":["https://openalex.org/I110002522"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mohammad Hossein Anisi","raw_affiliation_strings":["School of Computer Science and Electronic Engineering, University of Essex, Colchester, U.K"],"raw_orcid":"https://orcid.org/0000-0001-8414-2708","affiliations":[{"raw_affiliation_string":"School of Computer Science and Electronic Engineering, University of Essex, Colchester, U.K","institution_ids":["https://openalex.org/I110002522"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063414144","display_name":"Anish Jindal","orcid":"https://orcid.org/0000-0002-3052-2892"},"institutions":[{"id":"https://openalex.org/I190082696","display_name":"Durham University","ror":"https://ror.org/01v29qb04","country_code":"GB","type":"education","lineage":["https://openalex.org/I190082696"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Anish Jindal","raw_affiliation_strings":["Department of Computer Science, Durham University, Durham, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Durham University, Durham, U.K","institution_ids":["https://openalex.org/I190082696"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086705584","display_name":"Delaram Jarchi","orcid":"https://orcid.org/0000-0001-6699-8721"},"institutions":[{"id":"https://openalex.org/I110002522","display_name":"University of Essex","ror":"https://ror.org/02nkf1q06","country_code":"GB","type":"education","lineage":["https://openalex.org/I110002522"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Delaram Jarchi","raw_affiliation_strings":["School of Computer Science and Electronic Engineering, University of Essex, Colchester, U.K"],"raw_orcid":"https://orcid.org/0000-0001-6699-8721","affiliations":[{"raw_affiliation_string":"School of Computer Science and Electronic Engineering, University of Essex, Colchester, U.K","institution_ids":["https://openalex.org/I110002522"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.4139,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.89861685,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"28","issue":"6","first_page":"3379","last_page":"3388"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11227","display_name":"Diabetic Foot Ulcer Assessment and Management","score":0.9926000237464905,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"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/T11227","display_name":"Diabetic Foot Ulcer Assessment and Management","score":0.9926000237464905,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"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/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9150999784469604,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12537","display_name":"Flow Measurement and Analysis","score":0.9018999934196472,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/adversarial-system","display_name":"Adversarial system","score":0.7511070966720581},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.729570746421814},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6432701945304871},{"id":"https://openalex.org/keywords/pose","display_name":"Pose","score":0.5779790282249451},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5569630265235901},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.5026683807373047},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.49767330288887024},{"id":"https://openalex.org/keywords/generative-adversarial-network","display_name":"Generative adversarial network","score":0.45490866899490356},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4282039999961853},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4164072573184967},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32603877782821655},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.2727874517440796},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13483375310897827}],"concepts":[{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.7511070966720581},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.729570746421814},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6432701945304871},{"id":"https://openalex.org/C52102323","wikidata":"https://www.wikidata.org/wiki/Q1671968","display_name":"Pose","level":2,"score":0.5779790282249451},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5569630265235901},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.5026683807373047},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.49767330288887024},{"id":"https://openalex.org/C2988773926","wikidata":"https://www.wikidata.org/wiki/Q25104379","display_name":"Generative adversarial network","level":3,"score":0.45490866899490356},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4282039999961853},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4164072573184967},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32603877782821655},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.2727874517440796},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13483375310897827},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001513","descriptor_name":"Beds","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001513","descriptor_name":"Beds","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001513","descriptor_name":"Beds","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001513","descriptor_name":"Beds","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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D011187","descriptor_name":"Posture","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D011187","descriptor_name":"Posture","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D011187","descriptor_name":"Posture","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D011187","descriptor_name":"Posture","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1109/jbhi.2024.3384453","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2024.3384453","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:38843069","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38843069","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},{"id":"pmh:oai:durham-repository.worktribe.com:2392841","is_oa":true,"landing_page_url":"https://durham-repository.worktribe.com/output/2392841","pdf_url":"https://durham-repository.worktribe.com/preview/2393420/2392841AAM.pdf","source":{"id":"https://openalex.org/S4306400188","display_name":"Durham Research Online (Durham University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I190082696","host_organization_name":"Durham University","host_organization_lineage":["https://openalex.org/I190082696"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"acceptedVersion"}],"best_oa_location":{"id":"pmh:oai:durham-repository.worktribe.com:2392841","is_oa":true,"landing_page_url":"https://durham-repository.worktribe.com/output/2392841","pdf_url":"https://durham-repository.worktribe.com/preview/2393420/2392841AAM.pdf","source":{"id":"https://openalex.org/S4306400188","display_name":"Durham Research Online (Durham University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I190082696","host_organization_name":"Durham University","host_organization_lineage":["https://openalex.org/I190082696"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"acceptedVersion"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4394595636.pdf","grobid_xml":"https://content.openalex.org/works/W4394595636.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W1963578915","https://openalex.org/W1994840957","https://openalex.org/W2101032778","https://openalex.org/W2123477621","https://openalex.org/W2298992465","https://openalex.org/W2307770531","https://openalex.org/W2375583958","https://openalex.org/W2559085405","https://openalex.org/W2565639579","https://openalex.org/W2567536369","https://openalex.org/W2742737904","https://openalex.org/W2767308488","https://openalex.org/W2916798096","https://openalex.org/W2927069527","https://openalex.org/W2963073614","https://openalex.org/W2963402313","https://openalex.org/W2963446712","https://openalex.org/W2963800363","https://openalex.org/W2964105113","https://openalex.org/W2964304707","https://openalex.org/W3000322757","https://openalex.org/W3101855769","https://openalex.org/W3124332110","https://openalex.org/W3163554922","https://openalex.org/W3203064792","https://openalex.org/W3215884252","https://openalex.org/W4205387210","https://openalex.org/W4214821076","https://openalex.org/W4295073799","https://openalex.org/W4301858335","https://openalex.org/W4308347920","https://openalex.org/W4321016344","https://openalex.org/W4367397038","https://openalex.org/W6712588444","https://openalex.org/W6780466743"],"related_works":["https://openalex.org/W2888032422","https://openalex.org/W3156763702","https://openalex.org/W4385421777","https://openalex.org/W4377980832","https://openalex.org/W2897769091","https://openalex.org/W2845413374","https://openalex.org/W3005996785","https://openalex.org/W4297411772","https://openalex.org/W4235873501","https://openalex.org/W2972144487"],"abstract_inverted_index":{"Monitoring":[0],"in-bed":[1,47],"pose":[2,48,136,150],"estimation":[3,49,137],"based":[4],"on":[5,19],"the":[6,72,90,100,105,131,135,140],"Internet":[7],"of":[8,32,38,71,96,107,124,134,176],"Medical":[9],"Things":[10],"(IoMT)":[11],"and":[12,35,83,104,154,171,191,194],"ambient":[13],"technology":[14],"has":[15,50,65,184],"a":[16,44,54,108,125],"significant":[17],"impact":[18],"many":[20],"applications":[21],"such":[22],"as":[23],"sleep-related":[24],"disorders":[25],"including":[26,78],"obstructive":[27],"sleep":[28,33],"apnea":[29],"syndrome,":[30],"assessment":[31],"quality,":[34],"health":[36],"risk":[37],"pressure":[39],"ulcers.":[40],"In":[41,181],"this":[42,97],"research,":[43],"new":[45],"multimodal":[46,60],"been":[51,66,185],"proposed":[52,73,91,163,202],"using":[53,200],"deep":[55],"learning":[56],"framework.":[57],"The":[58,93,122,162],"Simultaneously-collected":[59],"Lying":[61],"Pose":[62],"(SLP)":[63],"dataset":[64],"used":[67,87],"for":[68,145,187],"performance":[69,175,183],"evaluation":[70],"framework":[74],"where":[75],"two":[76],"modalities":[77,120],"long":[79],"wave":[80],"infrared":[81],"(LWIR)":[82],"depth":[84],"images":[85,114],"are":[86],"to":[88,111,118,129,147],"train":[89],"model.":[92,203],"main":[94],"contribution":[95],"research":[98],"is":[99,165],"feature":[101],"fusion":[102],"network":[103],"use":[106],"generative":[109,126],"model":[110,127,164],"generate":[112],"RGB":[113],"having":[115],"similar":[116],"poses":[117],"other":[119,168],"(LWIR/depth).":[121],"inclusion":[123],"helps":[128],"improve":[130],"overall":[132],"accuracy":[133],"algorithm.":[138],"Moreover,":[139],"method":[141],"can":[142],"be":[143],"generalized":[144],"situations":[146],"recover":[148],"human":[149],"both":[151],"in":[152],"home":[153,193],"hospital":[155,195],"settings":[156],"under":[157,192],"various":[158],"cover":[159,189],"thickness":[160],"levels.":[161],"compared":[166],"with":[167],"fusion-based":[169],"models":[170],"shows":[172],"an":[173],"improved":[174],"97.8%":[177],"at":[178],"PCKh":[179],"@0.5.":[180],"addition,":[182],"evaluated":[186],"different":[188],"conditions,":[190],"environments":[196],"which":[197],"present":[198],"improvements":[199],"our":[201]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
