{"id":"https://openalex.org/W4387615007","doi":"https://doi.org/10.1186/s12911-023-02324-y","title":"Intelligent identification system of gastric stromal tumors based on blood biopsy indicators","display_name":"Intelligent identification system of gastric stromal tumors based on blood biopsy indicators","publication_year":2023,"publication_date":"2023-10-13","ids":{"openalex":"https://openalex.org/W4387615007","doi":"https://doi.org/10.1186/s12911-023-02324-y","pmid":"https://pubmed.ncbi.nlm.nih.gov/37833709"},"language":"en","primary_location":{"id":"doi:10.1186/s12911-023-02324-y","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-023-02324-y","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-023-02324-y","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/s12911-023-02324-y","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019016405","display_name":"Shangjun Han","orcid":"https://orcid.org/0009-0008-9987-7625"},"institutions":[{"id":"https://openalex.org/I4210092839","display_name":"Gansu University of Traditional Chinese Medicine","ror":"https://ror.org/00g741v42","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210092839"]},{"id":"https://openalex.org/I4210114785","display_name":"Gansu Provincial Hospital","ror":"https://ror.org/02axars19","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210114785"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shangjun Han","raw_affiliation_strings":["Department of General Surgery, Gansu Provincial Hospital, Lanzhou, People's Republic of China","Department of the First Clinical Medical College, Gansu University of Traditional Chinese Medicine, Lanzhou, People's Republic of China","Department of the First Clinical Medical College, Gansu University of Traditional Chinese Medicine, Lanzhou, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of General Surgery, Gansu Provincial Hospital, Lanzhou, People's Republic of China","institution_ids":["https://openalex.org/I4210114785"]},{"raw_affiliation_string":"Department of the First Clinical Medical College, Gansu University of Traditional Chinese Medicine, Lanzhou, People's Republic of China","institution_ids":["https://openalex.org/I4210092839"]},{"raw_affiliation_string":"Department of the First Clinical Medical College, Gansu University of Traditional Chinese Medicine, Lanzhou, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4210092839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080352665","display_name":"Meijuan Song","orcid":"https://orcid.org/0000-0002-1244-0375"},"institutions":[{"id":"https://openalex.org/I4210092839","display_name":"Gansu University of Traditional Chinese Medicine","ror":"https://ror.org/00g741v42","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210092839"]},{"id":"https://openalex.org/I4210114785","display_name":"Gansu Provincial Hospital","ror":"https://ror.org/02axars19","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210114785"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meijuan Song","raw_affiliation_strings":["Department of General Surgery, Gansu Provincial Hospital, Lanzhou, People's Republic of China","Department of the First Clinical Medical College, Gansu University of Traditional Chinese Medicine, Lanzhou, People's Republic of China","Department of the First Clinical Medical College, Gansu University of Traditional Chinese Medicine, Lanzhou, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of General Surgery, Gansu Provincial Hospital, Lanzhou, People's Republic of China","institution_ids":["https://openalex.org/I4210114785"]},{"raw_affiliation_string":"Department of the First Clinical Medical College, Gansu University of Traditional Chinese Medicine, Lanzhou, People's Republic of China","institution_ids":["https://openalex.org/I4210092839"]},{"raw_affiliation_string":"Department of the First Clinical Medical College, Gansu University of Traditional Chinese Medicine, Lanzhou, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4210092839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100639352","display_name":"Jiarui Wang","orcid":"https://orcid.org/0000-0001-7909-3796"},"institutions":[{"id":"https://openalex.org/I177388780","display_name":"Xuzhou Medical College","ror":"https://ror.org/04fe7hy80","country_code":"CN","type":"education","lineage":["https://openalex.org/I177388780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiarui Wang","raw_affiliation_strings":["Department of Medical Information and Engineering, Xuzhou Medical University, Xuzhou, People's Republic of China","Department of Medical Information and Engineering, Xuzhou Medical University, Xuzhou, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Information and Engineering, Xuzhou Medical University, Xuzhou, People's Republic of China","institution_ids":["https://openalex.org/I177388780"]},{"raw_affiliation_string":"Department of Medical Information and Engineering, Xuzhou Medical University, Xuzhou, People\u2019s Republic of China","institution_ids":["https://openalex.org/I177388780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079267891","display_name":"Yalong Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210092839","display_name":"Gansu University of Traditional Chinese Medicine","ror":"https://ror.org/00g741v42","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210092839"]},{"id":"https://openalex.org/I4210114785","display_name":"Gansu Provincial Hospital","ror":"https://ror.org/02axars19","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210114785"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yalong Huang","raw_affiliation_strings":["Department of General Surgery, Gansu Provincial Hospital, Lanzhou, People's Republic of China","Department of the First Clinical Medical College, Gansu University of Traditional Chinese Medicine, Lanzhou, People's Republic of China","Department of the First Clinical Medical College, Gansu University of Traditional Chinese Medicine, Lanzhou, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of General Surgery, Gansu Provincial Hospital, Lanzhou, People's Republic of China","institution_ids":["https://openalex.org/I4210114785"]},{"raw_affiliation_string":"Department of the First Clinical Medical College, Gansu University of Traditional Chinese Medicine, Lanzhou, People's Republic of China","institution_ids":["https://openalex.org/I4210092839"]},{"raw_affiliation_string":"Department of the First Clinical Medical College, Gansu University of Traditional Chinese Medicine, Lanzhou, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4210092839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045906979","display_name":"Zuxi Li","orcid":null},"institutions":[{"id":"https://openalex.org/I4210092839","display_name":"Gansu University of Traditional Chinese Medicine","ror":"https://ror.org/00g741v42","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210092839"]},{"id":"https://openalex.org/I4210114785","display_name":"Gansu Provincial Hospital","ror":"https://ror.org/02axars19","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210114785"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zuxi Li","raw_affiliation_strings":["Department of General Surgery, Gansu Provincial Hospital, Lanzhou, People's Republic of China","Department of the First Clinical Medical College, Gansu University of Traditional Chinese Medicine, Lanzhou, People's Republic of China","Department of the First Clinical Medical College, Gansu University of Traditional Chinese Medicine, Lanzhou, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of General Surgery, Gansu Provincial Hospital, Lanzhou, People's Republic of China","institution_ids":["https://openalex.org/I4210114785"]},{"raw_affiliation_string":"Department of the First Clinical Medical College, Gansu University of Traditional Chinese Medicine, Lanzhou, People's Republic of China","institution_ids":["https://openalex.org/I4210092839"]},{"raw_affiliation_string":"Department of the First Clinical Medical College, Gansu University of Traditional Chinese Medicine, Lanzhou, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4210092839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064200229","display_name":"Aijia Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210092839","display_name":"Gansu University of Traditional Chinese Medicine","ror":"https://ror.org/00g741v42","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210092839"]},{"id":"https://openalex.org/I4210114785","display_name":"Gansu Provincial Hospital","ror":"https://ror.org/02axars19","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210114785"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Aijia Yang","raw_affiliation_strings":["Department of General Surgery, Gansu Provincial Hospital, Lanzhou, People's Republic of China","Department of the First Clinical Medical College, Gansu University of Traditional Chinese Medicine, Lanzhou, People's Republic of China","Department of the First Clinical Medical College, Gansu University of Traditional Chinese Medicine, Lanzhou, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of General Surgery, Gansu Provincial Hospital, Lanzhou, People's Republic of China","institution_ids":["https://openalex.org/I4210114785"]},{"raw_affiliation_string":"Department of the First Clinical Medical College, Gansu University of Traditional Chinese Medicine, Lanzhou, People's Republic of China","institution_ids":["https://openalex.org/I4210092839"]},{"raw_affiliation_string":"Department of the First Clinical Medical College, Gansu University of Traditional Chinese Medicine, Lanzhou, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4210092839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111018027","display_name":"Changsheng Sui","orcid":null},"institutions":[{"id":"https://openalex.org/I4210092839","display_name":"Gansu University of Traditional Chinese Medicine","ror":"https://ror.org/00g741v42","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210092839"]},{"id":"https://openalex.org/I4210114785","display_name":"Gansu Provincial Hospital","ror":"https://ror.org/02axars19","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210114785"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changsheng Sui","raw_affiliation_strings":["Department of General Surgery, Gansu Provincial Hospital, Lanzhou, People's Republic of China","Department of the First Clinical Medical College, Gansu University of Traditional Chinese Medicine, Lanzhou, People's Republic of China","Department of General Surgery, Gansu Provincial Hospital, Lanzhou, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of General Surgery, Gansu Provincial Hospital, Lanzhou, People's Republic of China","institution_ids":["https://openalex.org/I4210114785"]},{"raw_affiliation_string":"Department of the First Clinical Medical College, Gansu University of Traditional Chinese Medicine, Lanzhou, People's Republic of China","institution_ids":["https://openalex.org/I4210092839"]},{"raw_affiliation_string":"Department of General Surgery, Gansu Provincial Hospital, Lanzhou, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4210114785"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101656208","display_name":"Zeping Zhang","orcid":"https://orcid.org/0009-0003-5627-705X"},"institutions":[{"id":"https://openalex.org/I4210092839","display_name":"Gansu University of Traditional Chinese Medicine","ror":"https://ror.org/00g741v42","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210092839"]},{"id":"https://openalex.org/I4210114785","display_name":"Gansu Provincial Hospital","ror":"https://ror.org/02axars19","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210114785"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zeping Zhang","raw_affiliation_strings":["Department of General Surgery, Gansu Provincial Hospital, Lanzhou, People's Republic of China","Department of the First Clinical Medical College, Gansu University of Traditional Chinese Medicine, Lanzhou, People's Republic of China","Department of the First Clinical Medical College, Gansu University of Traditional Chinese Medicine, Lanzhou, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of General Surgery, Gansu Provincial Hospital, Lanzhou, People's Republic of China","institution_ids":["https://openalex.org/I4210114785"]},{"raw_affiliation_string":"Department of the First Clinical Medical College, Gansu University of Traditional Chinese Medicine, Lanzhou, People's Republic of China","institution_ids":["https://openalex.org/I4210092839"]},{"raw_affiliation_string":"Department of the First Clinical Medical College, Gansu University of Traditional Chinese Medicine, Lanzhou, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4210092839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100577796","display_name":"Jiling Qiao","orcid":null},"institutions":[{"id":"https://openalex.org/I4210092839","display_name":"Gansu University of Traditional Chinese Medicine","ror":"https://ror.org/00g741v42","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210092839"]},{"id":"https://openalex.org/I4210114785","display_name":"Gansu Provincial Hospital","ror":"https://ror.org/02axars19","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210114785"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiling Qiao","raw_affiliation_strings":["Department of General Surgery, Gansu Provincial Hospital, Lanzhou, People's Republic of China","Department of the First Clinical Medical College, Gansu University of Traditional Chinese Medicine, Lanzhou, People's Republic of China","Department of the First Clinical Medical College, Gansu University of Traditional Chinese Medicine, Lanzhou, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of General Surgery, Gansu Provincial Hospital, Lanzhou, People's Republic of China","institution_ids":["https://openalex.org/I4210114785"]},{"raw_affiliation_string":"Department of the First Clinical Medical College, Gansu University of Traditional Chinese Medicine, Lanzhou, People's Republic of China","institution_ids":["https://openalex.org/I4210092839"]},{"raw_affiliation_string":"Department of the First Clinical Medical College, Gansu University of Traditional Chinese Medicine, Lanzhou, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4210092839"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103950960","display_name":"Jing Yang","orcid":"https://orcid.org/0009-0004-7774-6123"},"institutions":[{"id":"https://openalex.org/I4210114785","display_name":"Gansu Provincial Hospital","ror":"https://ror.org/02axars19","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210114785"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jing Yang","raw_affiliation_strings":["Department of General Surgery, Gansu Provincial Hospital, Lanzhou, People's Republic of China. 21634604@qq.com","Department of General Surgery, Gansu Provincial Hospital, Lanzhou, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of General Surgery, Gansu Provincial Hospital, Lanzhou, People's Republic of China. 21634604@qq.com","institution_ids":["https://openalex.org/I4210114785"]},{"raw_affiliation_string":"Department of General Surgery, Gansu Provincial Hospital, Lanzhou, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4210114785"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5103950960"],"corresponding_institution_ids":["https://openalex.org/I4210114785"],"apc_list":{"value":1570,"currency":"GBP","value_usd":1925},"apc_paid":{"value":1570,"currency":"GBP","value_usd":1925},"fwci":0.4855,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.66893608,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"23","issue":"1","first_page":"214","last_page":"214"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11378","display_name":"Gastrointestinal Bleeding Diagnosis and Treatment","score":0.09839999675750732,"subfield":{"id":"https://openalex.org/subfields/2715","display_name":"Gastroenterology"},"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/T11378","display_name":"Gastrointestinal Bleeding Diagnosis and Treatment","score":0.09839999675750732,"subfield":{"id":"https://openalex.org/subfields/2715","display_name":"Gastroenterology"},"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/T11485","display_name":"Gastrointestinal Tumor Research and Treatment","score":0.09319999814033508,"subfield":{"id":"https://openalex.org/subfields/2715","display_name":"Gastroenterology"},"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/T11355","display_name":"Inflammatory Biomarkers in Disease Prognosis","score":0.08889999985694885,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"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/medicine","display_name":"Medicine","score":0.6364737749099731},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.5682201981544495},{"id":"https://openalex.org/keywords/stromal-cell","display_name":"Stromal cell","score":0.4852592647075653},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.46681925654411316},{"id":"https://openalex.org/keywords/linear-discriminant-analysis","display_name":"Linear discriminant analysis","score":0.45342540740966797},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.45013514161109924},{"id":"https://openalex.org/keywords/gastroenterology","display_name":"Gastroenterology","score":0.3568668067455292},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35616955161094666},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.3438437581062317},{"id":"https://openalex.org/keywords/oncology","display_name":"Oncology","score":0.3339381217956543},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.23758888244628906}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6364737749099731},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.5682201981544495},{"id":"https://openalex.org/C16930146","wikidata":"https://www.wikidata.org/wiki/Q4381253","display_name":"Stromal cell","level":2,"score":0.4852592647075653},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.46681925654411316},{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.45342540740966797},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.45013514161109924},{"id":"https://openalex.org/C90924648","wikidata":"https://www.wikidata.org/wiki/Q120569","display_name":"Gastroenterology","level":1,"score":0.3568668067455292},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35616955161094666},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.3438437581062317},{"id":"https://openalex.org/C143998085","wikidata":"https://www.wikidata.org/wiki/Q162555","display_name":"Oncology","level":1,"score":0.3339381217956543},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.23758888244628906}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001706","descriptor_name":"Biopsy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001706","descriptor_name":"Biopsy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001706","descriptor_name":"Biopsy","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":"D009369","descriptor_name":"Neoplasms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014408","descriptor_name":"Biomarkers, Tumor","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014408","descriptor_name":"Biomarkers, Tumor","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014408","descriptor_name":"Biomarkers, Tumor","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019468","descriptor_name":"Disease Management","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019468","descriptor_name":"Disease Management","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019468","descriptor_name":"Disease Management","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1186/s12911-023-02324-y","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-023-02324-y","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-023-02324-y","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:37833709","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37833709","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:10576280","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10576280","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10576280/pdf/12911_2023_Article_2324.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:5ff2e6fb0c5942f3902ea0ea38902668","is_oa":true,"landing_page_url":"https://doaj.org/article/5ff2e6fb0c5942f3902ea0ea38902668","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 1-12 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s12911-023-02324-y","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-023-02324-y","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-023-02324-y","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":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.5400000214576721}],"awards":[{"id":"https://openalex.org/G8976210196","display_name":null,"funder_award_id":"21JR1RA017","funder_id":"https://openalex.org/F4320322880","funder_display_name":"Natural Science Foundation of Gansu Province"}],"funders":[{"id":"https://openalex.org/F4320313889","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32"},{"id":"https://openalex.org/F4320322880","display_name":"Natural Science Foundation of Gansu Province","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4387615007.pdf"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W1021223646","https://openalex.org/W1806659761","https://openalex.org/W1918752274","https://openalex.org/W1995353594","https://openalex.org/W1999130958","https://openalex.org/W2022322735","https://openalex.org/W2023033285","https://openalex.org/W2028169159","https://openalex.org/W2037977326","https://openalex.org/W2070493638","https://openalex.org/W2094798668","https://openalex.org/W2115664087","https://openalex.org/W2129788326","https://openalex.org/W2141993327","https://openalex.org/W2143438357","https://openalex.org/W2179755397","https://openalex.org/W2472873013","https://openalex.org/W2515197178","https://openalex.org/W2569499583","https://openalex.org/W2591008905","https://openalex.org/W2769659933","https://openalex.org/W2887391794","https://openalex.org/W2899540665","https://openalex.org/W2954290879","https://openalex.org/W2978339822","https://openalex.org/W2981966283","https://openalex.org/W3135244759","https://openalex.org/W3152917821","https://openalex.org/W3198116466","https://openalex.org/W4229053943","https://openalex.org/W4229336341","https://openalex.org/W4318067166"],"related_works":["https://openalex.org/W4386259002","https://openalex.org/W1546989560","https://openalex.org/W3193043704","https://openalex.org/W3171520305","https://openalex.org/W4367335965","https://openalex.org/W4385574838","https://openalex.org/W4367335937","https://openalex.org/W2104615643","https://openalex.org/W4308573183","https://openalex.org/W4366967560"],"abstract_inverted_index":{"BACKGROUND:":[0],"The":[1,125,144,167,194,269,328],"most":[2],"prevalent":[3],"mesenchymal-derived":[4],"gastrointestinal":[5,20],"cancers":[6],"are":[7],"gastric":[8,94,245,284],"stromal":[9,21],"tumors":[10,22],"(GSTs),":[11],"which":[12],"have":[13],"the":[14,130,158,163,172,182,201,211,215,224,229,256,264,299,306,320],"highest":[15],"incidence":[16],"(60-70%)":[17],"of":[18,56,93,129,162,170,181,231,258,301,308,326,338],"all":[19],"(GISTs).":[23],"However,":[24],"simple":[25],"and":[26,29,40,60,64,96,112,127,141,160,174,185,214,247,253,261,275,286,314,322,340],"effective":[27],"diagnostic":[28],"screening":[30],"methods":[31],"for":[32,123,263,298,316,335],"GST":[33,48,89,120,243,281,302,315,329],"remain":[34],"a":[35,47,54,205],"great":[36],"challenge":[37],"at":[38,343],"home":[39],"abroad.":[41],"This":[42,289],"study":[43],"aimed":[44],"to":[45,118,199,223,238,241,278],"build":[46,119],"early":[49],"warning":[50],"system":[51,291,331],"based":[52],"on":[53,319],"combination":[55],"machine":[57,107],"learning":[58],"algorithms":[59],"routine":[61],"blood,":[62],"biochemical":[63],"tumour":[65],"marker":[66],"indicators.":[67],"METHODS:":[68],"In":[69,100],"total,":[70],"697":[71],"complete":[72],"samples":[73,92],"were":[74,116,132,177],"collected":[75],"from":[76,86,244,283],"four":[77],"hospitals":[78],"in":[79,150],"Gansu":[80],"Province,":[81],"including":[82],"42":[83],"blood":[84,234,312],"indicators":[85],"318":[87],"pretreatment":[88],"patients,":[90],"180":[91],"polyps":[95,246,285],"199":[97],"healthy":[98,248,287],"individuals.":[99,288],"this":[101,186],"study,":[102],"three":[103],"algorithms,":[104],"gradient":[105],"boosting":[106],"(GBM),":[108],"random":[109],"forest":[110],"(RF),":[111],"logistic":[113],"regression":[114],"(LR),":[115],"chosen":[117],"prediction":[121],"models":[122,131,176],"comparison.":[124],"performance":[126,221,274],"stability":[128],"evaluated":[133],"using":[134],"two":[135],"different":[136,155],"validation":[137],"techniques:":[138],"5-fold":[139],"cross-validation":[140,265],"external":[142],"validation.":[143],"DeLong":[145],"test":[146],"assesses":[147],"significant":[148,190],"differences":[149],"AUC":[151,164,168],"values":[152,169],"by":[153,210],"comparing":[154],"ROC":[156,212],"curves,":[157],"variance":[159],"covariance":[161],"value.":[165],"RESULTS:":[166],"both":[171],"GBM":[173,195,270],"RF":[175],"higher":[178],"than":[179],"those":[180],"LR":[183],"model,":[184,203],"difference":[187],"was":[188,197,208,236,276],"statistically":[189],"(P":[191],"<":[192],"0.05).":[193],"model":[196,219,226],"considered":[198],"be":[200,239],"optimal":[202],"as":[204],"larger":[206],"area":[207,254],"enclosed":[209],"curve,":[213],"axes":[216],"indicated":[217],"robust":[218],"classification":[220,273],"according":[222],"accepted":[225],"discriminant.":[227],"Finally,":[228],"integration":[230],"8":[232],"top-ranked":[233],"indices":[235],"proven":[237],"able":[240,277],"distinguish":[242,280],"people":[249],"with":[250],"sensitivity,":[251],"specificity":[252],"under":[255],"curve":[257],"0.941,":[259],"0.807":[260],"0.951":[262],"set,":[266],"respectively.":[267],"CONCLUSION:":[268],"demonstrated":[271],"powerful":[272],"rapidly":[279],"patients":[282],"identification":[290],"not":[292],"only":[293],"provides":[294],"an":[295],"innovative":[296],"strategy":[297],"diagnosis":[300],"but":[303],"also":[304],"enables":[305],"exploration":[307],"hidden":[309],"associations":[310],"between":[311],"parameters":[313],"subsequent":[317],"studies":[318],"prevention":[321],"disease":[323],"surveillance":[324],"management":[325],"GST.":[327],"discrimination":[330],"is":[332],"available":[333],"online":[334],"free":[336],"testing":[337],"doctors":[339],"high-risk":[341],"groups":[342],"https://jzlyc.gsyy.cn/bear/mobile/index.html":[344],".":[345]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-15T08:34:33.830935","created_date":"2025-10-10T00:00:00"}