{"id":"https://openalex.org/W7134896247","doi":"https://doi.org/10.1109/icdmw69685.2025.00195","title":"Human Digital Twin, Precision Healthcare, Health Monitoring, Anomaly Detection, Statistical and Machine Learning Models","display_name":"Human Digital Twin, Precision Healthcare, Health Monitoring, Anomaly Detection, Statistical and Machine Learning Models","publication_year":2025,"publication_date":"2025-11-12","ids":{"openalex":"https://openalex.org/W7134896247","doi":"https://doi.org/10.1109/icdmw69685.2025.00195"},"language":null,"primary_location":{"id":"doi:10.1109/icdmw69685.2025.00195","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdmw69685.2025.00195","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Data Mining Workshops (ICDMW)","raw_type":"proceedings-article"},"type":"article","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/A5066226941","display_name":"Rong Pan","orcid":null},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Rong Pan","raw_affiliation_strings":["Arizona State University,Tempe,Arizona,USA"],"affiliations":[{"raw_affiliation_string":"Arizona State University,Tempe,Arizona,USA","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128770326","display_name":"Hongyue Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I165733156","display_name":"University of Georgia","ror":"https://ror.org/00te3t702","country_code":"US","type":"education","lineage":["https://openalex.org/I165733156"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hongyue Sun","raw_affiliation_strings":["University of Georgia,Athens,Georgia,USA"],"affiliations":[{"raw_affiliation_string":"University of Georgia,Athens,Georgia,USA","institution_ids":["https://openalex.org/I165733156"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121023718","display_name":"Xiaoyu Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaoyu Chen","raw_affiliation_strings":["University at Buffalo,Buffalo,New York,USA"],"affiliations":[{"raw_affiliation_string":"University at Buffalo,Buffalo,New York,USA","institution_ids":["https://openalex.org/I63190737"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128759160","display_name":"Giulia Pedrielli","orcid":null},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Giulia Pedrielli","raw_affiliation_strings":["Arizona State University,Tempe,Arizona,USA"],"affiliations":[{"raw_affiliation_string":"Arizona State University,Tempe,Arizona,USA","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046688345","display_name":"Jiaxin Huang","orcid":"https://orcid.org/0000-0001-8095-3343"},"institutions":[{"id":"https://openalex.org/I142740786","display_name":"University of Louisville","ror":"https://ror.org/01ckdn478","country_code":"US","type":"education","lineage":["https://openalex.org/I142740786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jiapeng Huang","raw_affiliation_strings":["University of Louisville,Louisville,Kentucky,USA"],"affiliations":[{"raw_affiliation_string":"University of Louisville,Louisville,Kentucky,USA","institution_ids":["https://openalex.org/I142740786"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5066226941"],"corresponding_institution_ids":["https://openalex.org/I55732556"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.83278005,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14260","display_name":"Impact of AI and Big Data on Business and Society","score":0.17350000143051147,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T14260","display_name":"Impact of AI and Big Data on Business and Society","score":0.17350000143051147,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.12290000170469284,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.0414000004529953,"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/anomaly-detection","display_name":"Anomaly detection","score":0.5338000059127808},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.40130001306533813},{"id":"https://openalex.org/keywords/statistical-learning","display_name":"Statistical learning","score":0.3368000090122223},{"id":"https://openalex.org/keywords/statistical-model","display_name":"Statistical model","score":0.3246999979019165},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.3240000009536743}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6175000071525574},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5758000016212463},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.5338000059127808},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5317999720573425},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.40130001306533813},{"id":"https://openalex.org/C2982736386","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Statistical learning","level":2,"score":0.3368000090122223},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.3246999979019165},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.3240000009536743},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.29420000314712524},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.26409998536109924},{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.2565000057220459},{"id":"https://openalex.org/C2986587452","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical analysis","level":2,"score":0.2524999976158142}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icdmw69685.2025.00195","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdmw69685.2025.00195","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Data Mining Workshops (ICDMW)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W1546555761","https://openalex.org/W1598741436","https://openalex.org/W2013803819","https://openalex.org/W2017634428","https://openalex.org/W2054723044","https://openalex.org/W2063598276","https://openalex.org/W2123504417","https://openalex.org/W2473781013","https://openalex.org/W2786689981","https://openalex.org/W2808266815","https://openalex.org/W2883074505","https://openalex.org/W2899283552","https://openalex.org/W2967569340","https://openalex.org/W2972942909","https://openalex.org/W3010152544","https://openalex.org/W3016487077","https://openalex.org/W3049666590","https://openalex.org/W3084958888","https://openalex.org/W3091891999","https://openalex.org/W3113163751","https://openalex.org/W3133542152","https://openalex.org/W3175230485","https://openalex.org/W3181132381","https://openalex.org/W4220728230","https://openalex.org/W4220768637","https://openalex.org/W4293101502","https://openalex.org/W4294975672","https://openalex.org/W4295411250","https://openalex.org/W4379203416","https://openalex.org/W4383370782","https://openalex.org/W4383611864","https://openalex.org/W4383896218","https://openalex.org/W4384789380","https://openalex.org/W4386436235","https://openalex.org/W4386758210","https://openalex.org/W4387123226","https://openalex.org/W4390744672","https://openalex.org/W4393234174","https://openalex.org/W4394578345","https://openalex.org/W4396852756","https://openalex.org/W4400933825","https://openalex.org/W4401665081","https://openalex.org/W4401691223","https://openalex.org/W4402343054","https://openalex.org/W4402916341","https://openalex.org/W4402943179","https://openalex.org/W4404884216","https://openalex.org/W4407908364","https://openalex.org/W4408045267","https://openalex.org/W4408587949"],"related_works":[],"abstract_inverted_index":{"Human":[0],"digital":[1],"twins":[2],"(HDTs)":[3],"are":[4],"dynamic,":[5],"datadriven":[6],"virtual":[7],"representations":[8],"of":[9],"individuals,":[10],"continuously":[11],"updated":[12],"with":[13,48],"multimodal":[14],"data":[15,69],"to":[16,45],"simulate,":[17],"monitor,":[18],"and":[19,28,37,53,63,73,76],"predict":[20],"health":[21],"trajectories.":[22],"By":[23],"integrating":[24],"clinical,":[25],"physiological,":[26],"behavioral,":[27],"environmental":[29],"inputs,":[30],"HDTs":[31,81],"enable":[32],"personalized":[33],"diagnostics,":[34],"treatment":[35],"planning,":[36],"anomaly":[38,61],"detection.":[39],"This":[40],"paper":[41],"reviews":[42],"current":[43],"approaches":[44],"HDT":[46],"modeling,":[47],"a":[49],"focus":[50],"on":[51],"statistical":[52],"machine":[54],"learning":[55],"techniques,":[56],"including":[57],"recent":[58],"advances":[59],"in":[60,79],"detection":[62],"failure":[64],"prediction.":[65],"It":[66],"also":[67],"discusses":[68],"integration,":[70],"computational":[71],"methods,":[72],"ethical,":[74],"technological,":[75],"regulatory":[77],"challenges":[78],"deploying":[80],"for":[82],"precision":[83],"healthcare.":[84]},"counts_by_year":[],"updated_date":"2026-03-13T14:20:09.374765","created_date":"2026-03-12T00:00:00"}