{"id":"https://openalex.org/W4365450867","doi":"https://doi.org/10.1186/s12859-023-05239-7","title":"Development and validation of a deep learning survival model for cervical adenocarcinoma patients","display_name":"Development and validation of a deep learning survival model for cervical adenocarcinoma patients","publication_year":2023,"publication_date":"2023-04-13","ids":{"openalex":"https://openalex.org/W4365450867","doi":"https://doi.org/10.1186/s12859-023-05239-7"},"language":"en","primary_location":{"id":"doi:10.1186/s12859-023-05239-7","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-023-05239-7","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/s12859-023-05239-7","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"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 Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/s12859-023-05239-7","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080202754","display_name":"Ruowen Li","orcid":null},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruowen Li","raw_affiliation_strings":["Cheeloo College of Medicine, Shandong University, No. 44 Wenhua West Road, Lixia District, Jinan, 250012, Shandong Province, China","Cheeloo College of Medicine, Shandong University, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cheeloo College of Medicine, Shandong University, No. 44 Wenhua West Road, Lixia District, Jinan, 250012, Shandong Province, China","institution_ids":["https://openalex.org/I154099455"]},{"raw_affiliation_string":"Cheeloo College of Medicine, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109420698","display_name":"Wenjie Qu","orcid":"https://orcid.org/0009-0006-2907-008X"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenjie Qu","raw_affiliation_strings":["Cheeloo College of Medicine, Shandong University, No. 44 Wenhua West Road, Lixia District, Jinan, 250012, Shandong Province, China","Cheeloo College of Medicine, Shandong University, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cheeloo College of Medicine, Shandong University, No. 44 Wenhua West Road, Lixia District, Jinan, 250012, Shandong Province, China","institution_ids":["https://openalex.org/I154099455"]},{"raw_affiliation_string":"Cheeloo College of Medicine, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100740333","display_name":"Qingqing Liu","orcid":"https://orcid.org/0000-0002-6672-3194"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingqing Liu","raw_affiliation_strings":["Cheeloo College of Medicine, Shandong University, No. 44 Wenhua West Road, Lixia District, Jinan, 250012, Shandong Province, China","Cheeloo College of Medicine, Shandong University, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cheeloo College of Medicine, Shandong University, No. 44 Wenhua West Road, Lixia District, Jinan, 250012, Shandong Province, China","institution_ids":["https://openalex.org/I154099455"]},{"raw_affiliation_string":"Cheeloo College of Medicine, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019315911","display_name":"Yilin Tan","orcid":"https://orcid.org/0000-0003-2958-978X"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yilin Tan","raw_affiliation_strings":["Cheeloo College of Medicine, Shandong University, No. 44 Wenhua West Road, Lixia District, Jinan, 250012, Shandong Province, China","Cheeloo College of Medicine, Shandong University, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cheeloo College of Medicine, Shandong University, No. 44 Wenhua West Road, Lixia District, Jinan, 250012, Shandong Province, China","institution_ids":["https://openalex.org/I154099455"]},{"raw_affiliation_string":"Cheeloo College of Medicine, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100407184","display_name":"Wenjing Zhang","orcid":"https://orcid.org/0000-0001-7964-6792"},"institutions":[{"id":"https://openalex.org/I4210161528","display_name":"Qilu Hospital of Shandong University","ror":"https://ror.org/056ef9489","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210161528"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenjing Zhang","raw_affiliation_strings":["Department of Obstetrics and Gynecology, Qilu Hospital of Shandong University, No. 107, Wenhua West Road, Jinan, 250012, Shandong Province, China","Department of Obstetrics and Gynecology, Qilu Hospital of Shandong University, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Obstetrics and Gynecology, Qilu Hospital of Shandong University, No. 107, Wenhua West Road, Jinan, 250012, Shandong Province, China","institution_ids":["https://openalex.org/I4210161528"]},{"raw_affiliation_string":"Department of Obstetrics and Gynecology, Qilu Hospital of Shandong University, Jinan, China","institution_ids":["https://openalex.org/I4210161528"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014557856","display_name":"Yiping Hao","orcid":"https://orcid.org/0000-0002-3515-9527"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiping Hao","raw_affiliation_strings":["Cheeloo College of Medicine, Shandong University, No. 44 Wenhua West Road, Lixia District, Jinan, 250012, Shandong Province, China","Cheeloo College of Medicine, Shandong University, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cheeloo College of Medicine, Shandong University, No. 44 Wenhua West Road, Lixia District, Jinan, 250012, Shandong Province, China","institution_ids":["https://openalex.org/I154099455"]},{"raw_affiliation_string":"Cheeloo College of Medicine, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100743401","display_name":"Nan Jiang","orcid":"https://orcid.org/0000-0003-3593-9408"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nan Jiang","raw_affiliation_strings":["Cheeloo College of Medicine, Shandong University, No. 44 Wenhua West Road, Lixia District, Jinan, 250012, Shandong Province, China","Cheeloo College of Medicine, Shandong University, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cheeloo College of Medicine, Shandong University, No. 44 Wenhua West Road, Lixia District, Jinan, 250012, Shandong Province, China","institution_ids":["https://openalex.org/I154099455"]},{"raw_affiliation_string":"Cheeloo College of Medicine, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061697191","display_name":"Zhonghao Mao","orcid":null},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhonghao Mao","raw_affiliation_strings":["Cheeloo College of Medicine, Shandong University, No. 44 Wenhua West Road, Lixia District, Jinan, 250012, Shandong Province, China","Cheeloo College of Medicine, Shandong University, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cheeloo College of Medicine, Shandong University, No. 44 Wenhua West Road, Lixia District, Jinan, 250012, Shandong Province, China","institution_ids":["https://openalex.org/I154099455"]},{"raw_affiliation_string":"Cheeloo College of Medicine, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026913730","display_name":"Jinwen Ye","orcid":"https://orcid.org/0000-0002-0409-250X"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinwen Ye","raw_affiliation_strings":["Cheeloo College of Medicine, Shandong University, No. 44 Wenhua West Road, Lixia District, Jinan, 250012, Shandong Province, China","Cheeloo College of Medicine, Shandong University, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cheeloo College of Medicine, Shandong University, No. 44 Wenhua West Road, Lixia District, Jinan, 250012, Shandong Province, China","institution_ids":["https://openalex.org/I154099455"]},{"raw_affiliation_string":"Cheeloo College of Medicine, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101851510","display_name":"Jun Jiao","orcid":"https://orcid.org/0000-0003-2768-2809"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Jiao","raw_affiliation_strings":["Department of Obstetrics and Gynaecology, Qilu Hospital (Qingdao), Cheeloo College of Medicine, Shandong University, Qingdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Obstetrics and Gynaecology, Qilu Hospital (Qingdao), Cheeloo College of Medicine, Shandong University, Qingdao, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075014478","display_name":"Qun Gao","orcid":"https://orcid.org/0000-0003-3375-0839"},"institutions":[{"id":"https://openalex.org/I108688024","display_name":"Qingdao University","ror":"https://ror.org/021cj6z65","country_code":"CN","type":"education","lineage":["https://openalex.org/I108688024"]},{"id":"https://openalex.org/I4210116869","display_name":"Affiliated Hospital of Qingdao University","ror":"https://ror.org/026e9yy16","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210116869"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qun Gao","raw_affiliation_strings":["Department of Obstetrics and Gynecology, Affiliated Hospital of Qingdao University, No. 16, Jiangsu Road, Shinan District, Qingdao, 266555, Shandong Province, China","Department of Obstetrics and Gynecology, Affiliated Hospital of Qingdao University, Qingdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Obstetrics and Gynecology, Affiliated Hospital of Qingdao University, No. 16, Jiangsu Road, Shinan District, Qingdao, 266555, Shandong Province, China","institution_ids":["https://openalex.org/I108688024","https://openalex.org/I4210116869"]},{"raw_affiliation_string":"Department of Obstetrics and Gynecology, Affiliated Hospital of Qingdao University, Qingdao, China","institution_ids":["https://openalex.org/I108688024","https://openalex.org/I4210116869"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061435918","display_name":"Baoxia Cui","orcid":"https://orcid.org/0000-0001-9088-1240"},"institutions":[{"id":"https://openalex.org/I4210161528","display_name":"Qilu Hospital of Shandong University","ror":"https://ror.org/056ef9489","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210161528"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Baoxia Cui","raw_affiliation_strings":["Department of Obstetrics and Gynecology, Qilu Hospital of Shandong University, No. 107, Wenhua West Road, Jinan, 250012, Shandong Province, China","Department of Obstetrics and Gynecology, Qilu Hospital of Shandong University, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Obstetrics and Gynecology, Qilu Hospital of Shandong University, No. 107, Wenhua West Road, Jinan, 250012, Shandong Province, China","institution_ids":["https://openalex.org/I4210161528"]},{"raw_affiliation_string":"Department of Obstetrics and Gynecology, Qilu Hospital of Shandong University, Jinan, China","institution_ids":["https://openalex.org/I4210161528"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058249691","display_name":"Taotao Dong","orcid":null},"institutions":[{"id":"https://openalex.org/I4210161528","display_name":"Qilu Hospital of Shandong University","ror":"https://ror.org/056ef9489","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210161528"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Taotao Dong","raw_affiliation_strings":["Department of Obstetrics and Gynecology, Qilu Hospital of Shandong University, No. 107, Wenhua West Road, Jinan, 250012, Shandong Province, China","Department of Obstetrics and Gynecology, Qilu Hospital of Shandong University, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Obstetrics and Gynecology, Qilu Hospital of Shandong University, No. 107, Wenhua West Road, Jinan, 250012, Shandong Province, China","institution_ids":["https://openalex.org/I4210161528"]},{"raw_affiliation_string":"Department of Obstetrics and Gynecology, Qilu Hospital of Shandong University, Jinan, China","institution_ids":["https://openalex.org/I4210161528"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":13,"corresponding_author_ids":["https://openalex.org/A5058249691","https://openalex.org/A5061435918"],"corresponding_institution_ids":["https://openalex.org/I4210161528"],"apc_list":{"value":1690,"currency":"GBP","value_usd":2072},"apc_paid":{"value":1690,"currency":"GBP","value_usd":2072},"fwci":1.1159,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.77798632,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"24","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T10146","display_name":"Cervical Cancer and HPV Research","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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":0.9911999702453613,"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/adenocarcinoma","display_name":"Adenocarcinoma","score":0.548498272895813},{"id":"https://openalex.org/keywords/dna-microarray","display_name":"DNA microarray","score":0.48477286100387573},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.43830662965774536},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.42150136828422546},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.40598174929618835},{"id":"https://openalex.org/keywords/oncology","display_name":"Oncology","score":0.3774317800998688},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34352171421051025},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.3301716446876526},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.3250563144683838},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.31242430210113525},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.15698814392089844},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.14162492752075195},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.12111154198646545},{"id":"https://openalex.org/keywords/gene-expression","display_name":"Gene expression","score":0.09268695116043091}],"concepts":[{"id":"https://openalex.org/C2781182431","wikidata":"https://www.wikidata.org/wiki/Q356033","display_name":"Adenocarcinoma","level":3,"score":0.548498272895813},{"id":"https://openalex.org/C95371953","wikidata":"https://www.wikidata.org/wiki/Q591745","display_name":"DNA microarray","level":4,"score":0.48477286100387573},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43830662965774536},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.42150136828422546},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.40598174929618835},{"id":"https://openalex.org/C143998085","wikidata":"https://www.wikidata.org/wiki/Q162555","display_name":"Oncology","level":1,"score":0.3774317800998688},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34352171421051025},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.3301716446876526},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.3250563144683838},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.31242430210113525},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.15698814392089844},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.14162492752075195},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.12111154198646545},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.09268695116043091}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1186/s12859-023-05239-7","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-023-05239-7","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/s12859-023-05239-7","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"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 Bioinformatics","raw_type":"journal-article"},{"id":"pmh:oai:pubmedcentral.nih.gov:10103498","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10103498","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10103498/pdf/12859_2023_Article_5239.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 Bioinformatics","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:610a4013f1714ea4aa30fbeb0dc6a585","is_oa":true,"landing_page_url":"https://doaj.org/article/610a4013f1714ea4aa30fbeb0dc6a585","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 Bioinformatics, Vol 24, Iss 1, Pp 1-15 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s12859-023-05239-7","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-023-05239-7","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/s12859-023-05239-7","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"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 Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7300000190734863,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[{"id":"https://openalex.org/G2045628703","display_name":null,"funder_award_id":"2020SDUCRCA007","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G3451382972","display_name":null,"funder_award_id":"QDKY2020BS04","funder_id":"https://openalex.org/F4320313706","funder_display_name":"Qilu Hospital of Shandong University"},{"id":"https://openalex.org/G3749127898","display_name":null,"funder_award_id":"ZR2021LZL009","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G5845370189","display_name":null,"funder_award_id":"ZR2021LZL009","funder_id":"https://openalex.org/F4320311026","funder_display_name":"Shandong University"},{"id":"https://openalex.org/G6904254631","display_name":null,"funder_award_id":"2020SDUCRCA007","funder_id":"https://openalex.org/F4320311026","funder_display_name":"Shandong University"}],"funders":[{"id":"https://openalex.org/F4320311026","display_name":"Shandong University","ror":"https://ror.org/0207yh398"},{"id":"https://openalex.org/F4320313706","display_name":"Qilu Hospital of Shandong University","ror":"https://ror.org/056ef9489"},{"id":"https://openalex.org/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4365450867.pdf"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W1973571261","https://openalex.org/W1997535375","https://openalex.org/W2037396048","https://openalex.org/W2142457016","https://openalex.org/W2166520351","https://openalex.org/W2296887517","https://openalex.org/W2342249984","https://openalex.org/W2757722543","https://openalex.org/W2899771611","https://openalex.org/W2910977970","https://openalex.org/W2919115771","https://openalex.org/W2977436523","https://openalex.org/W2990330971","https://openalex.org/W3004053956","https://openalex.org/W3007100994","https://openalex.org/W3084659464","https://openalex.org/W3096568603","https://openalex.org/W3101041197","https://openalex.org/W3104135675","https://openalex.org/W3118586910","https://openalex.org/W3128646645","https://openalex.org/W3132007188","https://openalex.org/W3141166704","https://openalex.org/W3162346401","https://openalex.org/W3192622231","https://openalex.org/W6675354045"],"related_works":["https://openalex.org/W2415545834","https://openalex.org/W2069695727","https://openalex.org/W2980988258","https://openalex.org/W2327846462","https://openalex.org/W1986260198","https://openalex.org/W1802639773","https://openalex.org/W2118505788","https://openalex.org/W4254166511","https://openalex.org/W2469790125","https://openalex.org/W2365719100"],"abstract_inverted_index":{"Abstract":[0],"Background":[1],"The":[2,93,179,191],"aim":[3],"was":[4,108,165],"to":[5,57,72,139,185,188],"develop":[6],"a":[7,74,123,155,170],"personalized":[8,20,84,156,213],"survival":[9,21,80,85,157,210],"prediction":[10,86,158,214],"deep":[11,53,171],"learning":[12,54],"model":[13,56,95,121,174,183,201],"for":[14,136,175,221],"cervical":[15,28,176],"adenocarcinoma":[16,29,177],"patients":[17,30,41,137,222],"and":[18,35,39,61,82,99,126,212],"process":[19,83],"prediction.":[22],"Methods":[23],"A":[24],"total":[25],"of":[26,181,193],"2501":[27],"from":[31,42],"the":[32,59,104,111,116,197,200],"surveillance,":[33],"epidemiology":[34],"end":[36],"results":[37,192],"database":[38],"220":[40],"Qilu":[43],"hospital":[44],"were":[45,151],"enrolled":[46],"in":[47,103,205],"this":[48,182],"study.":[49],"We":[50,70,168],"created":[51],"our":[52,89,120,144,162,209],"(DL)":[55],"manipulate":[58],"data":[60],"evaluated":[62],"its":[63],"performance":[64,180],"against":[65],"four":[66,113],"other":[67,112,189],"competitive":[68],"models.":[69,114,190],"tried":[71],"demonstrate":[73],"new":[75],"grouping":[76,135,164,211],"system":[77,159,215],"oriented":[78],"by":[79,87,143],"outcomes":[81],"using":[88],"DL":[90,94,145],"model.":[91,146],"Results":[92],"reached":[96],"0.878":[97],"c-index":[98,125],"0.09":[100],"Brier":[101,128],"score":[102],"test":[105,118],"set,":[106,119],"which":[107],"better":[109],"than":[110,223],"In":[115,153],"external":[117,194],"achieved":[122],"0.80":[124],"0.13":[127],"score.":[129],"Thus,":[130],"we":[131],"developed":[132,169],"prognosis-oriented":[133],"risk":[134,140],"according":[138],"scores":[141],"computed":[142],"Notable":[147],"differences":[148],"among":[149],"groupings":[150],"observed.":[152],"addition,":[154],"based":[160],"on":[161],"risk-scoring":[163],"developed.":[166],"Conclusions":[167],"neural":[172],"network":[173],"patients.":[178],"proved":[184],"be":[186,203],"superior":[187],"validation":[195],"supported":[196],"possibility":[198],"that":[199],"can":[202],"used":[204],"clinical":[206],"work.":[207],"Finally,":[208],"provided":[216],"more":[217],"accurate":[218],"prognostic":[219],"information":[220],"traditional":[224],"FIGO":[225],"stages.":[226]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}