{"id":"https://openalex.org/W4392210983","doi":"https://doi.org/10.1145/3632047.3632069","title":"Zero-dimensional biomarker based medical action recognition: towards more explainable AI in healthcare","display_name":"Zero-dimensional biomarker based medical action recognition: towards more explainable AI in healthcare","publication_year":2023,"publication_date":"2023-09-22","ids":{"openalex":"https://openalex.org/W4392210983","doi":"https://doi.org/10.1145/3632047.3632069"},"language":"en","primary_location":{"id":"doi:10.1145/3632047.3632069","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3632047.3632069","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3632047.3632069","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 10th International Conference on Bioinformatics Research and Applications","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3632047.3632069","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5054228863","display_name":"Kai Armstrong","orcid":"https://orcid.org/0000-0001-8819-1451"},"institutions":[{"id":"https://openalex.org/I51532219","display_name":"University of Lincoln","ror":"https://ror.org/03yeq9x20","country_code":"GB","type":"education","lineage":["https://openalex.org/I51532219"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Kai Armstrong","raw_affiliation_strings":["School of Computer Science, University of Lincoln, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0001-8819-1451","affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Lincoln, United Kingdom","institution_ids":["https://openalex.org/I51532219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085716289","display_name":"Lei Zhang","orcid":"https://orcid.org/0000-0002-1302-2626"},"institutions":[{"id":"https://openalex.org/I51532219","display_name":"University of Lincoln","ror":"https://ror.org/03yeq9x20","country_code":"GB","type":"education","lineage":["https://openalex.org/I51532219"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Lei Zhang","raw_affiliation_strings":["School of Computer Science, University of Lincoln, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-1302-2626","affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Lincoln, United Kingdom","institution_ids":["https://openalex.org/I51532219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086178452","display_name":"Paul YF Lee","orcid":"https://orcid.org/0000-0002-2779-6307"},"institutions":[{"id":"https://openalex.org/I51532219","display_name":"University of Lincoln","ror":"https://ror.org/03yeq9x20","country_code":"GB","type":"education","lineage":["https://openalex.org/I51532219"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Paul Lee","raw_affiliation_strings":["MSK Doctors, United Kingdom and School of Sport and Exercise Science, University of Lincoln, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-2779-6307","affiliations":[{"raw_affiliation_string":"MSK Doctors, United Kingdom and School of Sport and Exercise Science, University of Lincoln, United Kingdom","institution_ids":["https://openalex.org/I51532219"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037392936","display_name":"Xujiong Ye","orcid":"https://orcid.org/0000-0003-0115-0724"},"institutions":[{"id":"https://openalex.org/I51532219","display_name":"University of Lincoln","ror":"https://ror.org/03yeq9x20","country_code":"GB","type":"education","lineage":["https://openalex.org/I51532219"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Xujiong Ye","raw_affiliation_strings":["School of Computer Science, University of Lincoln, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0003-0115-0724","affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Lincoln, United Kingdom","institution_ids":["https://openalex.org/I51532219"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5054228863"],"corresponding_institution_ids":["https://openalex.org/I51532219"],"apc_list":null,"apc_paid":null,"fwci":0.3408,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.68486827,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"143","last_page":"148"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9939000010490417,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9939000010490417,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.978600025177002,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9442999958992004,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/zero","display_name":"Zero (linguistics)","score":0.5971778035163879},{"id":"https://openalex.org/keywords/action","display_name":"Action (physics)","score":0.5960779786109924},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5754430890083313},{"id":"https://openalex.org/keywords/biomarker","display_name":"Biomarker","score":0.5654032826423645},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.5082423090934753},{"id":"https://openalex.org/keywords/action-recognition","display_name":"Action recognition","score":0.41240444779396057},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3823195993900299},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09038776159286499},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.08749330043792725}],"concepts":[{"id":"https://openalex.org/C2780813799","wikidata":"https://www.wikidata.org/wiki/Q3274237","display_name":"Zero (linguistics)","level":2,"score":0.5971778035163879},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.5960779786109924},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5754430890083313},{"id":"https://openalex.org/C2781197716","wikidata":"https://www.wikidata.org/wiki/Q864574","display_name":"Biomarker","level":2,"score":0.5654032826423645},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.5082423090934753},{"id":"https://openalex.org/C2987834672","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Action recognition","level":3,"score":0.41240444779396057},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3823195993900299},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09038776159286499},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.08749330043792725},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3632047.3632069","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3632047.3632069","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3632047.3632069","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 10th International Conference on Bioinformatics Research and Applications","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.lincoln.ac.uk:56890","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196275","display_name":"Lincoln Repository (University of Lincoln)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I51532219","host_organization_name":"University of Lincoln","host_organization_lineage":["https://openalex.org/I51532219"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop contribution"},{"id":"pmh:oai:figshare.com:article/25047431","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Zero-dimensional_biomarker-based_medical_action_recognition_towards_more_explainable_AI_in_healthcare/25047431","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":"","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1145/3632047.3632069","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3632047.3632069","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3632047.3632069","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 10th International Conference on Bioinformatics Research and Applications","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5899999737739563,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4392210983.pdf","grobid_xml":"https://content.openalex.org/works/W4392210983.grobid-xml"},"referenced_works_count":11,"referenced_works":["https://openalex.org/W752852524","https://openalex.org/W1999466943","https://openalex.org/W2033140753","https://openalex.org/W2964303497","https://openalex.org/W3046396801","https://openalex.org/W3083997743","https://openalex.org/W3128128404","https://openalex.org/W3160097209","https://openalex.org/W4283719248","https://openalex.org/W4308128920","https://openalex.org/W6891544474"],"related_works":["https://openalex.org/W2533581028","https://openalex.org/W2090817358","https://openalex.org/W2111160383","https://openalex.org/W2056890439","https://openalex.org/W3013650182","https://openalex.org/W2989283631","https://openalex.org/W4249605382","https://openalex.org/W4313491656","https://openalex.org/W1576128429","https://openalex.org/W2269464716"],"abstract_inverted_index":{"Medical":[0],"action":[1,40,62,103,165],"recognition":[2,104],"is":[3,30,105,142],"an":[4],"increasingly":[5],"necessary":[6,32],"task":[7],"as":[8,157],"healthcare":[9,89],"has":[10],"shifted":[11],"towards":[12],"digital":[13],"and":[14,82,129,153,182,187,197],"more":[15],"remote":[16,43,203],"methods":[17],"of":[18,68,76,94,97,163,199],"patient":[19,25],"monitoring.":[20],"To":[21,91],"remotely":[22],"assess":[23],"a":[24,65,172,202],"with":[26,39,110],"computer-aided":[27],"diagnosis":[28,196],"it":[29,141],"first":[31,132],"to":[33,53,70,84,114,126,144,148,178],"identify":[34,154],"different":[35,66,151],"actions.":[36],"In":[37],"tandem":[38],"recognition,":[41],"this":[42,168],"monitoring":[44,198],"also":[45],"requires":[46,64,79],"biomarker":[47],"identification.":[48],"This":[49],"allows":[50,123],"meaningful":[51],"features":[52,69,156],"be":[54,71,85,127,192],"extracted":[55],"from":[56],"the":[57,74,88,98,120,138,158,164,195],"patient\u2019s":[58],"actions,":[59],"however,":[60],"each":[61,93,162],"often":[63],"set":[67],"monitored.":[72],"Finally,":[73],"mode":[75],"data":[77,118],"collection":[78],"both":[80,149],"portability":[81],"accuracy":[83],"used":[86,193],"in":[87,108,201],"industry.":[90],"combine":[92],"these,":[95],"one":[96],"best":[99],"solutions":[100],"for":[101,119,194],"condition-related":[102],"using":[106,133],"videos":[107],"combination":[109],"human":[111],"pose":[112],"estimation":[113],"create":[115],"spatio-temporal":[116],"skeleton":[117,139,180],"patients":[121,200],"which":[122],"further":[124],"analysis":[125],"fast":[128],"accurate.":[130],"By":[131],"manual":[134],"feature":[135,175],"extraction":[136,176],"on":[137],"sequences,":[140],"possible":[143],"utilise":[145],"machine":[146],"learning":[147],"classify":[150,179],"actions":[152],"latent":[155],"biomarkers":[159,189],"that":[160,190],"distinguish":[161],"classes.":[166],"Thus,":[167],"new":[169,173],"method":[170,177],"proposes":[171],"zero-dimensional":[174],"sequences":[181],"extract":[183],"medically":[184],"meaningful,":[185],"explainable,":[186],"objective":[188],"can":[191],"setting.":[204]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}