{"id":"https://openalex.org/W4402422025","doi":"https://doi.org/10.3389/fdgth.2024.1463419","title":"A stacked machine learning-based classification model for endometriosis and adenomyosis: a retrospective cohort study utilizing peripheral blood and coagulation markers","display_name":"A stacked machine learning-based classification model for endometriosis and adenomyosis: a retrospective cohort study utilizing peripheral blood and coagulation markers","publication_year":2024,"publication_date":"2024-09-10","ids":{"openalex":"https://openalex.org/W4402422025","doi":"https://doi.org/10.3389/fdgth.2024.1463419","pmid":"https://pubmed.ncbi.nlm.nih.gov/39347446"},"language":"en","primary_location":{"id":"doi:10.3389/fdgth.2024.1463419","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fdgth.2024.1463419","pdf_url":"https://public-pages-files-2025.frontiersin.org/journals/digital-health/articles/10.3389/fdgth.2024.1463419/pdf","source":{"id":"https://openalex.org/S4210170686","display_name":"Frontiers in Digital Health","issn_l":"2673-253X","issn":["2673-253X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Digital Health","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://public-pages-files-2025.frontiersin.org/journals/digital-health/articles/10.3389/fdgth.2024.1463419/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101703047","display_name":"Weiying Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiying Wang","raw_affiliation_strings":["School of Pharmacy, Shanghai Jiao Tong University, Shanghai, China","Shanghai Key Laboratory of Hydrogen Science and Center of Hydrogen Science, School of Materials Science and Engineering, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Pharmacy, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Shanghai Key Laboratory of Hydrogen Science and Center of Hydrogen Science, School of Materials Science and Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053251177","display_name":"Weiwei Zeng","orcid":"https://orcid.org/0000-0001-6776-7087"},"institutions":[{"id":"https://openalex.org/I4210098460","display_name":"Shanghai University of Traditional Chinese Medicine","ror":"https://ror.org/00z27jk27","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210098460"]},{"id":"https://openalex.org/I4210149132","display_name":"Shuguang Hospital","ror":"https://ror.org/03n35e656","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210149132"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Weiwei Zeng","raw_affiliation_strings":["Department of Gynecology and Obstetrics, Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Gynecology and Obstetrics, Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai, China","institution_ids":["https://openalex.org/I4210149132","https://openalex.org/I4210098460"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5120313509","display_name":"Sen Yang","orcid":"https://orcid.org/0000-0003-3125-6626"},"institutions":[{"id":"https://openalex.org/I4210098460","display_name":"Shanghai University of Traditional Chinese Medicine","ror":"https://ror.org/00z27jk27","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210098460"]},{"id":"https://openalex.org/I4210149132","display_name":"Shuguang Hospital","ror":"https://ror.org/03n35e656","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210149132"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Sen Yang","raw_affiliation_strings":["Department of Clinical Laboratory, Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Clinical Laboratory, Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai, China","institution_ids":["https://openalex.org/I4210149132","https://openalex.org/I4210098460"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5053251177","https://openalex.org/A5120313509"],"corresponding_institution_ids":["https://openalex.org/I4210098460","https://openalex.org/I4210149132"],"apc_list":{"value":1900,"currency":"USD","value_usd":1900},"apc_paid":{"value":1900,"currency":"USD","value_usd":1900},"fwci":2.1861,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.87614661,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"6","issue":null,"first_page":"1463419","last_page":"1463419"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10935","display_name":"Endometriosis Research and Treatment","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2743","display_name":"Reproductive Medicine"},"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/T10935","display_name":"Endometriosis Research and Treatment","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2743","display_name":"Reproductive 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/T10989","display_name":"Uterine Myomas and Treatments","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/2729","display_name":"Obstetrics and Gynecology"},"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/T10668","display_name":"Endometrial and Cervical Cancer Treatments","score":0.9890000224113464,"subfield":{"id":"https://openalex.org/subfields/2729","display_name":"Obstetrics and Gynecology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/adenomyosis","display_name":"Adenomyosis","score":0.8129211068153381},{"id":"https://openalex.org/keywords/endometriosis","display_name":"Endometriosis","score":0.6942621469497681},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.6843278408050537},{"id":"https://openalex.org/keywords/retrospective-cohort-study","display_name":"Retrospective cohort study","score":0.5356941223144531},{"id":"https://openalex.org/keywords/partial-thromboplastin-time","display_name":"Partial thromboplastin time","score":0.47031036019325256},{"id":"https://openalex.org/keywords/red-blood-cell-distribution-width","display_name":"Red blood cell distribution width","score":0.46721115708351135},{"id":"https://openalex.org/keywords/cohort","display_name":"Cohort","score":0.4440380334854126},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.4211328327655792},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.41996294260025024},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33600205183029175},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3301117420196533},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.263533353805542},{"id":"https://openalex.org/keywords/coagulation","display_name":"Coagulation","score":0.24303734302520752}],"concepts":[{"id":"https://openalex.org/C2779166600","wikidata":"https://www.wikidata.org/wiki/Q2012569","display_name":"Adenomyosis","level":3,"score":0.8129211068153381},{"id":"https://openalex.org/C2779522080","wikidata":"https://www.wikidata.org/wiki/Q205764","display_name":"Endometriosis","level":2,"score":0.6942621469497681},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6843278408050537},{"id":"https://openalex.org/C167135981","wikidata":"https://www.wikidata.org/wiki/Q2146302","display_name":"Retrospective cohort study","level":2,"score":0.5356941223144531},{"id":"https://openalex.org/C2778261982","wikidata":"https://www.wikidata.org/wiki/Q1755136","display_name":"Partial thromboplastin time","level":3,"score":0.47031036019325256},{"id":"https://openalex.org/C78529466","wikidata":"https://www.wikidata.org/wiki/Q1363819","display_name":"Red blood cell distribution width","level":2,"score":0.46721115708351135},{"id":"https://openalex.org/C72563966","wikidata":"https://www.wikidata.org/wiki/Q1303415","display_name":"Cohort","level":2,"score":0.4440380334854126},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.4211328327655792},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.41996294260025024},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33600205183029175},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3301117420196533},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.263533353805542},{"id":"https://openalex.org/C2778382381","wikidata":"https://www.wikidata.org/wiki/Q179217","display_name":"Coagulation","level":2,"score":0.24303734302520752}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3389/fdgth.2024.1463419","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fdgth.2024.1463419","pdf_url":"https://public-pages-files-2025.frontiersin.org/journals/digital-health/articles/10.3389/fdgth.2024.1463419/pdf","source":{"id":"https://openalex.org/S4210170686","display_name":"Frontiers in Digital Health","issn_l":"2673-253X","issn":["2673-253X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Digital Health","raw_type":"journal-article"},{"id":"pmid:39347446","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39347446","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":"Frontiers in digital health","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:11428011","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11428011","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11428011/pdf/fdgth-06-1463419.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Front Digit Health","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:e5ccc4031cbf480197107eee44fbfdef","is_oa":true,"landing_page_url":"https://doaj.org/article/e5ccc4031cbf480197107eee44fbfdef","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":"Frontiers in Digital Health, Vol 6 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3389/fdgth.2024.1463419","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fdgth.2024.1463419","pdf_url":"https://public-pages-files-2025.frontiersin.org/journals/digital-health/articles/10.3389/fdgth.2024.1463419/pdf","source":{"id":"https://openalex.org/S4210170686","display_name":"Frontiers in Digital Health","issn_l":"2673-253X","issn":["2673-253X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Digital Health","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.44999998807907104}],"awards":[{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6854843083","display_name":null,"funder_award_id":"82004398","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":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4402422025.pdf","grobid_xml":"https://content.openalex.org/works/W4402422025.grobid-xml"},"referenced_works_count":60,"referenced_works":["https://openalex.org/W100489834","https://openalex.org/W1831472955","https://openalex.org/W1981976602","https://openalex.org/W2005542169","https://openalex.org/W2025619691","https://openalex.org/W2058318053","https://openalex.org/W2067786443","https://openalex.org/W2102586246","https://openalex.org/W2133607184","https://openalex.org/W2150025428","https://openalex.org/W2159228424","https://openalex.org/W2266122403","https://openalex.org/W2337082154","https://openalex.org/W2497506316","https://openalex.org/W2515927538","https://openalex.org/W2575216766","https://openalex.org/W2605723244","https://openalex.org/W2735617250","https://openalex.org/W2745773279","https://openalex.org/W2748022024","https://openalex.org/W2782098519","https://openalex.org/W2914672231","https://openalex.org/W2922513541","https://openalex.org/W2994637594","https://openalex.org/W2998336173","https://openalex.org/W2999999509","https://openalex.org/W3005403501","https://openalex.org/W3010047044","https://openalex.org/W3021610504","https://openalex.org/W3124529517","https://openalex.org/W3134885188","https://openalex.org/W3137684199","https://openalex.org/W3149429548","https://openalex.org/W3165294846","https://openalex.org/W3170975790","https://openalex.org/W3211003068","https://openalex.org/W4214754424","https://openalex.org/W4225818371","https://openalex.org/W4234160457","https://openalex.org/W4282935663","https://openalex.org/W4288441280","https://openalex.org/W4293374259","https://openalex.org/W4307291540","https://openalex.org/W4308118698","https://openalex.org/W4317107488","https://openalex.org/W4322583333","https://openalex.org/W4324370650","https://openalex.org/W4363650277","https://openalex.org/W4377094875","https://openalex.org/W4379599007","https://openalex.org/W4380304062","https://openalex.org/W4386528869","https://openalex.org/W4386746075","https://openalex.org/W4387404426","https://openalex.org/W4388588913","https://openalex.org/W4390917235","https://openalex.org/W4391169925","https://openalex.org/W4400453027","https://openalex.org/W6773374835","https://openalex.org/W6851824570"],"related_works":["https://openalex.org/W2792429731","https://openalex.org/W2087203471","https://openalex.org/W1587113429","https://openalex.org/W2014866854","https://openalex.org/W4280575001","https://openalex.org/W4200260113","https://openalex.org/W4394812423","https://openalex.org/W4285315190","https://openalex.org/W2085541616","https://openalex.org/W2352780934"],"abstract_inverted_index":{"Integrating":[0],"biomarkers":[1],"into":[2],"this":[3],"multi-algorithm":[4],"framework":[5],"offers":[6],"a":[7,46],"novel":[8],"approach":[9,49],"to":[10],"noninvasive":[11,38],"diagnosis.":[12],"These":[13],"results":[14],"advocate":[15],"for":[16,33,50],"the":[17,34],"application":[18],"of":[19,41],"stacked":[20],"ensemble":[21],"ML":[22],"utilizing":[23],"cost-effective":[24],"and":[25,30,37,43,53],"readily":[26],"available":[27],"peripheral":[28],"blood":[29],"coagulation":[31],"indicators":[32],"early,":[35],"rapid,":[36],"differential":[39],"diagnosis":[40],"EMs":[42],"AD,":[44],"offering":[45],"potentially":[47],"transformative":[48],"clinical":[51],"decision-making":[52],"personalized":[54],"treatment":[55],"strategies.":[56]},"counts_by_year":[{"year":2025,"cited_by_count":4}],"updated_date":"2026-03-22T08:09:32.410652","created_date":"2025-10-10T00:00:00"}