{"id":"https://openalex.org/W4384664813","doi":"https://doi.org/10.1186/s12911-023-02239-8","title":"RegEMR: a natural language processing system to automatically identify premature ovarian decline from Chinese electronic medical records","display_name":"RegEMR: a natural language processing system to automatically identify premature ovarian decline from Chinese electronic medical records","publication_year":2023,"publication_date":"2023-07-18","ids":{"openalex":"https://openalex.org/W4384664813","doi":"https://doi.org/10.1186/s12911-023-02239-8","pmid":"https://pubmed.ncbi.nlm.nih.gov/37464410"},"language":"en","primary_location":{"id":"doi:10.1186/s12911-023-02239-8","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-023-02239-8","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-023-02239-8","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-023-02239-8","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074199725","display_name":"Jie Cai","orcid":"https://orcid.org/0000-0003-2191-8585"},"institutions":[{"id":"https://openalex.org/I4210103346","display_name":"Nanfang Hospital","ror":"https://ror.org/01eq10738","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210103346"]},{"id":"https://openalex.org/I58200834","display_name":"Southern Medical University","ror":"https://ror.org/01vjw4z39","country_code":"CN","type":"education","lineage":["https://openalex.org/I58200834"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Cai","raw_affiliation_strings":["Center for Reproductive Medicine, Department of Gynecology and Obstetrics, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Reproductive Medicine, Department of Gynecology and Obstetrics, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China","institution_ids":["https://openalex.org/I58200834","https://openalex.org/I4210103346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079733602","display_name":"Shenglin Chen","orcid":"https://orcid.org/0000-0002-2811-9615"},"institutions":[{"id":"https://openalex.org/I4210103346","display_name":"Nanfang Hospital","ror":"https://ror.org/01eq10738","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210103346"]},{"id":"https://openalex.org/I58200834","display_name":"Southern Medical University","ror":"https://ror.org/01vjw4z39","country_code":"CN","type":"education","lineage":["https://openalex.org/I58200834"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shenglin Chen","raw_affiliation_strings":["Center for Reproductive Medicine, Department of Gynecology and Obstetrics, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China","Center for Reproductive Medicine, Department of Gynecology and Obstetrics, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China. chensl_92@vip.163.com"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Reproductive Medicine, Department of Gynecology and Obstetrics, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China","institution_ids":["https://openalex.org/I58200834","https://openalex.org/I4210103346"]},{"raw_affiliation_string":"Center for Reproductive Medicine, Department of Gynecology and Obstetrics, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China. chensl_92@vip.163.com","institution_ids":["https://openalex.org/I58200834","https://openalex.org/I4210103346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044090979","display_name":"Siyun Guo","orcid":null},"institutions":[{"id":"https://openalex.org/I4210103346","display_name":"Nanfang Hospital","ror":"https://ror.org/01eq10738","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210103346"]},{"id":"https://openalex.org/I58200834","display_name":"Southern Medical University","ror":"https://ror.org/01vjw4z39","country_code":"CN","type":"education","lineage":["https://openalex.org/I58200834"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shenglin Chen","raw_affiliation_strings":["Center for Reproductive Medicine, Department of Gynecology and Obstetrics, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China","Center for Reproductive Medicine, Department of Gynecology and Obstetrics, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China. chensl_92@vip.163.com"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Reproductive Medicine, Department of Gynecology and Obstetrics, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China","institution_ids":["https://openalex.org/I58200834","https://openalex.org/I4210103346"]},{"raw_affiliation_string":"Center for Reproductive Medicine, Department of Gynecology and Obstetrics, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China. chensl_92@vip.163.com","institution_ids":["https://openalex.org/I58200834","https://openalex.org/I4210103346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044090979","display_name":"Siyun Guo","orcid":null},"institutions":[{"id":"https://openalex.org/I4210103346","display_name":"Nanfang Hospital","ror":"https://ror.org/01eq10738","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210103346"]},{"id":"https://openalex.org/I58200834","display_name":"Southern Medical University","ror":"https://ror.org/01vjw4z39","country_code":"CN","type":"education","lineage":["https://openalex.org/I58200834"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Siyun Guo","raw_affiliation_strings":["Center for Reproductive Medicine, Department of Gynecology and Obstetrics, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Reproductive Medicine, Department of Gynecology and Obstetrics, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China","institution_ids":["https://openalex.org/I58200834","https://openalex.org/I4210103346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101224884","display_name":"Suidong Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210103346","display_name":"Nanfang Hospital","ror":"https://ror.org/01eq10738","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210103346"]},{"id":"https://openalex.org/I58200834","display_name":"Southern Medical University","ror":"https://ror.org/01vjw4z39","country_code":"CN","type":"education","lineage":["https://openalex.org/I58200834"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Suidong Wang","raw_affiliation_strings":["Center for Reproductive Medicine, Department of Gynecology and Obstetrics, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Reproductive Medicine, Department of Gynecology and Obstetrics, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China","institution_ids":["https://openalex.org/I58200834","https://openalex.org/I4210103346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100340845","display_name":"Xiaotong Liu","orcid":"https://orcid.org/0009-0009-1900-6369"},"institutions":[{"id":"https://openalex.org/I4210103346","display_name":"Nanfang Hospital","ror":"https://ror.org/01eq10738","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210103346"]},{"id":"https://openalex.org/I58200834","display_name":"Southern Medical University","ror":"https://ror.org/01vjw4z39","country_code":"CN","type":"education","lineage":["https://openalex.org/I58200834"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lintong Li","raw_affiliation_strings":["Center for Reproductive Medicine, Department of Gynecology and Obstetrics, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Reproductive Medicine, Department of Gynecology and Obstetrics, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China","institution_ids":["https://openalex.org/I58200834","https://openalex.org/I4210103346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078942937","display_name":"Ke-Ming Zheng","orcid":null},"institutions":[{"id":"https://openalex.org/I4210103346","display_name":"Nanfang Hospital","ror":"https://ror.org/01eq10738","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210103346"]},{"id":"https://openalex.org/I58200834","display_name":"Southern Medical University","ror":"https://ror.org/01vjw4z39","country_code":"CN","type":"education","lineage":["https://openalex.org/I58200834"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaotong Liu","raw_affiliation_strings":["Center for Reproductive Medicine, Department of Gynecology and Obstetrics, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Reproductive Medicine, Department of Gynecology and Obstetrics, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China","institution_ids":["https://openalex.org/I58200834","https://openalex.org/I4210103346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078942937","display_name":"Ke-Ming Zheng","orcid":null},"institutions":[{"id":"https://openalex.org/I4210103346","display_name":"Nanfang Hospital","ror":"https://ror.org/01eq10738","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210103346"]},{"id":"https://openalex.org/I58200834","display_name":"Southern Medical University","ror":"https://ror.org/01vjw4z39","country_code":"CN","type":"education","lineage":["https://openalex.org/I58200834"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Keming Zheng","raw_affiliation_strings":["Center for Reproductive Medicine, Department of Gynecology and Obstetrics, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Reproductive Medicine, Department of Gynecology and Obstetrics, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China","institution_ids":["https://openalex.org/I58200834","https://openalex.org/I4210103346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079115940","display_name":"Yudong Liu","orcid":"https://orcid.org/0000-0002-5153-3400"},"institutions":[{"id":"https://openalex.org/I4210103346","display_name":"Nanfang Hospital","ror":"https://ror.org/01eq10738","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210103346"]},{"id":"https://openalex.org/I58200834","display_name":"Southern Medical University","ror":"https://ror.org/01vjw4z39","country_code":"CN","type":"education","lineage":["https://openalex.org/I58200834"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yudong Liu","raw_affiliation_strings":["Center for Reproductive Medicine, Department of Gynecology and Obstetrics, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Reproductive Medicine, Department of Gynecology and Obstetrics, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China","institution_ids":["https://openalex.org/I58200834","https://openalex.org/I4210103346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063580760","display_name":"Shiling Chen","orcid":"https://orcid.org/0000-0003-4473-5538"},"institutions":[{"id":"https://openalex.org/I4210103346","display_name":"Nanfang Hospital","ror":"https://ror.org/01eq10738","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210103346"]},{"id":"https://openalex.org/I58200834","display_name":"Southern Medical University","ror":"https://ror.org/01vjw4z39","country_code":"CN","type":"education","lineage":["https://openalex.org/I58200834"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shiling Chen","raw_affiliation_strings":["Center for Reproductive Medicine, Department of Gynecology and Obstetrics, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China","Center for Reproductive Medicine, Department of Gynecology and Obstetrics, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China. chensl_92@vip.163.com"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Reproductive Medicine, Department of Gynecology and Obstetrics, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China","institution_ids":["https://openalex.org/I58200834","https://openalex.org/I4210103346"]},{"raw_affiliation_string":"Center for Reproductive Medicine, Department of Gynecology and Obstetrics, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China. chensl_92@vip.163.com","institution_ids":["https://openalex.org/I58200834","https://openalex.org/I4210103346"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063580760","display_name":"Shiling Chen","orcid":"https://orcid.org/0000-0003-4473-5538"},"institutions":[{"id":"https://openalex.org/I4210103346","display_name":"Nanfang Hospital","ror":"https://ror.org/01eq10738","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210103346"]},{"id":"https://openalex.org/I58200834","display_name":"Southern Medical University","ror":"https://ror.org/01vjw4z39","country_code":"CN","type":"education","lineage":["https://openalex.org/I58200834"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shiling Chen","raw_affiliation_strings":["Center for Reproductive Medicine, Department of Gynecology and Obstetrics, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China","Center for Reproductive Medicine, Department of Gynecology and Obstetrics, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China. chensl_92@vip.163.com"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Reproductive Medicine, Department of Gynecology and Obstetrics, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China","institution_ids":["https://openalex.org/I58200834","https://openalex.org/I4210103346"]},{"raw_affiliation_string":"Center for Reproductive Medicine, Department of Gynecology and Obstetrics, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China. chensl_92@vip.163.com","institution_ids":["https://openalex.org/I58200834","https://openalex.org/I4210103346"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5063580760","https://openalex.org/A5079733602"],"corresponding_institution_ids":["https://openalex.org/I4210103346","https://openalex.org/I58200834"],"apc_list":{"value":1570,"currency":"GBP","value_usd":1925},"apc_paid":{"value":1570,"currency":"GBP","value_usd":1925},"fwci":2.4751,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.89268215,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"23","issue":"1","first_page":"126","last_page":"126"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10390","display_name":"Ovarian function and disorders","score":0.18880000710487366,"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/T10390","display_name":"Ovarian function and disorders","score":0.18880000710487366,"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/T10028","display_name":"Topic Modeling","score":0.1242000013589859,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.09179999679327011,"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/computer-science","display_name":"Computer science","score":0.7119983434677124},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6453652381896973},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5896510481834412},{"id":"https://openalex.org/keywords/medical-record","display_name":"Medical record","score":0.5052023530006409},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.48567259311676025},{"id":"https://openalex.org/keywords/health-informatics","display_name":"Health informatics","score":0.4456011652946472},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3524045944213867},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.14291727542877197},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.1283673644065857}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7119983434677124},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6453652381896973},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5896510481834412},{"id":"https://openalex.org/C195910791","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Medical record","level":2,"score":0.5052023530006409},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.48567259311676025},{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.4456011652946472},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3524045944213867},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.14291727542877197},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.1283673644065857},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","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":"D007802","descriptor_name":"Language","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007802","descriptor_name":"Language","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007802","descriptor_name":"Language","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016649","descriptor_name":"Primary Ovarian Insufficiency","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D016649","descriptor_name":"Primary Ovarian Insufficiency","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D016649","descriptor_name":"Primary Ovarian Insufficiency","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1186/s12911-023-02239-8","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-023-02239-8","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-023-02239-8","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},{"id":"pmid:37464410","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37464410","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":"BMC medical informatics and decision making","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10353087","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10353087","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10353087/pdf/12911_2023_Article_2239.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"BMC Med Inform Decis Mak","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:b446e1330b9447ba8c6f5d87b82e1984","is_oa":true,"landing_page_url":"https://doaj.org/article/b446e1330b9447ba8c6f5d87b82e1984","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Medical Informatics and Decision Making, Vol 23, Iss 1, Pp 1-13 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s12911-023-02239-8","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-023-02239-8","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-023-02239-8","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.5600000023841858}],"awards":[{"id":"https://openalex.org/G970648054","display_name":null,"funder_award_id":"202112121022X","funder_id":"https://openalex.org/F4320336008","funder_display_name":"National College Students Innovation and Entrepreneurship Training Program"}],"funders":[{"id":"https://openalex.org/F4320336008","display_name":"National College Students Innovation and Entrepreneurship Training Program","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4384664813.pdf"},"referenced_works_count":48,"referenced_works":["https://openalex.org/W86609720","https://openalex.org/W627888170","https://openalex.org/W1504212872","https://openalex.org/W1511488739","https://openalex.org/W1775135849","https://openalex.org/W1986408087","https://openalex.org/W1990344167","https://openalex.org/W2010603675","https://openalex.org/W2022487884","https://openalex.org/W2025642731","https://openalex.org/W2036724879","https://openalex.org/W2059383863","https://openalex.org/W2074911837","https://openalex.org/W2115798190","https://openalex.org/W2120538351","https://openalex.org/W2122402213","https://openalex.org/W2143966396","https://openalex.org/W2144017175","https://openalex.org/W2146089916","https://openalex.org/W2178735275","https://openalex.org/W2251797717","https://openalex.org/W2275294428","https://openalex.org/W2309700868","https://openalex.org/W2406050948","https://openalex.org/W2510560885","https://openalex.org/W2591348641","https://openalex.org/W2602288119","https://openalex.org/W2711712425","https://openalex.org/W2735580341","https://openalex.org/W2736831818","https://openalex.org/W2761960668","https://openalex.org/W2768488789","https://openalex.org/W2793213875","https://openalex.org/W2898700358","https://openalex.org/W2911489562","https://openalex.org/W2937845937","https://openalex.org/W2944249027","https://openalex.org/W2954468665","https://openalex.org/W2979353030","https://openalex.org/W2992920422","https://openalex.org/W3036909358","https://openalex.org/W3100221118","https://openalex.org/W3107475537","https://openalex.org/W3160596727","https://openalex.org/W3161448449","https://openalex.org/W3190901875","https://openalex.org/W4229853360","https://openalex.org/W4280620143"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4224009465","https://openalex.org/W4286629047","https://openalex.org/W4306321456","https://openalex.org/W4285260836","https://openalex.org/W3046775127","https://openalex.org/W3170094116"],"abstract_inverted_index":{"BACKGROUND:":[0],"The":[1,205,244],"ovarian":[2,19,24,104,329],"reserve":[3,25],"is":[4,27],"a":[5,30,48,84,92,116,167,186,281],"reservoir":[6],"for":[7,172,202],"reproductive":[8,108,337],"potential.":[9],"In":[10],"clinical":[11,163,305,350],"practice,":[12],"early":[13,328],"detection":[14],"and":[15,55,91,120,175,197,241,259,280,307,331,349],"treatment":[16],"of":[17,83,102,149,156,208,278,283,297,303,327],"premature":[18,103],"decline":[20,105],"characterized":[21],"by":[22,62,126,237],"abnormal":[23],"tests":[26],"regarded":[28],"as":[29,115,137,139,193],"critical":[31],"measure":[32],"to":[33,70,97,217,268,322],"prevent":[34],"infertility.":[35],"However,":[36],"the":[37,72,99,127,147,150,154,162,194,251,265,269,273,292,304,308],"relevant":[38],"data":[39,347],"are":[40,67],"typically":[41],"stored":[42],"in":[43,47,248,254,285,295,353],"an":[44,78,276],"unstructured":[45],"format":[46],"hospital's":[49],"electronic":[50],"medical":[51,181],"record":[52],"(EMR)":[53],"system,":[54],"their":[56],"retrieval":[57],"requires":[58],"tedious":[59],"manual":[60],"abstraction":[61],"domain":[63],"experts.":[64],"Computational":[65],"tools":[66],"therefore":[68],"needed":[69],"reduce":[71],"workload.":[73],"METHODS:":[74],"We":[75,110,143,339],"presented":[76],"RegEMR,":[77],"artificial":[79],"intelligence":[80],"tool":[81],"composed":[82],"rule-based":[85],"natural":[86],"language":[87],"processing":[88],"(NLP)":[89],"extractor":[90,245],"knowledge-based":[93],"disease":[94,169,173],"scoring":[95,174],"model,":[96,272],"automatize":[98],"screening":[100],"procedure":[101],"using":[106],"Chinese":[107,187,315,336],"EMRs.":[109,338],"used":[111,201],"regular":[112],"expressions":[113],"(REs)":[114],"text":[117],"mining":[118],"method":[119],"explored":[121],"whether":[122],"REs":[123,211,232],"automatically":[124,249,323],"synthesized":[125],"genetic":[128],"programming-based":[129],"online":[130],"platform":[131],"RegexGenerator":[132],"+":[133,134],"could":[135,234],"be":[136,235],"effective":[138],"manually":[140,209],"formulated":[141],"REs.":[142,158],"also":[144],"investigated":[145],"how":[146],"representativeness":[148],"learning":[151],"corpus":[152],"affected":[153,236],"performance":[155],"machine-generated":[157,231],"Additionally,":[159],"we":[160],"translated":[161],"diagnostic":[164,170,271],"criteria":[165],"into":[166],"programmable":[168],"model":[171],"risk":[176,286,326],"stratification.":[177],"Four":[178],"hundred":[179],"outpatient":[180],"records":[182],"were":[183],"collected":[184],"from":[185,335],"fertility":[188,354],"center.":[189],"Manual":[190],"review":[191],"served":[192],"gold":[195],"standard,":[196],"fivefold":[198],"cross-validation":[199],"was":[200,212,299,311,320],"evaluation.":[203],"RESULTS:":[204],"overall":[206],"F-score":[207],"built":[210],"0.9444":[213],"(95%":[214],"CI":[215],"0.9373":[216],"0.9515),":[218],"with":[219,230,301],"no":[220],"significant":[221],"difference":[222],"(paired":[223],"t":[224],"test":[225],"p":[226],">":[227],"0.05)":[228],"compared":[229],"that":[233,302,341],"training":[238],"set":[239],"sizes":[240],"annotation":[242],"portions.":[243],"performed":[246],"effectively":[247],"tracing":[250],"dynamic":[252],"changes":[253],"hormone":[255],"levels":[256],"(F-score":[257,262],"0.9518-0.9884)":[258],"ultrasonographic":[260],"measures":[261],"0.9472-0.9822).":[263],"Applying":[264],"extracted":[266],"information":[267],"proposed":[270],"program":[274],"obtained":[275],"accuracy":[277],"0.98":[279],"sensitivity":[282],"0.93":[284],"screening.":[287],"For":[288],"each":[289],"specific":[290],"disease,":[291],"automatic":[293],"diagnosis":[294],"76%":[296],"patients":[298],"consistent":[300],"diagnosis,":[306],"kappa":[309],"coefficient":[310],"0.63.":[312],"CONCLUSION:":[313],"A":[314],"NLP":[316],"system":[317,343],"named":[318],"RegEMR":[319],"developed":[321],"identify":[324],"high":[325],"aging":[330],"diagnose":[332],"related":[333],"diseases":[334],"hope":[340],"this":[342],"can":[344],"aid":[345],"EMR-based":[346],"collection":[348],"decision":[351],"support":[352],"centers.":[355]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3}],"updated_date":"2026-07-19T05:54:51.957546","created_date":"2025-10-10T00:00:00"}
