{"id":"https://openalex.org/W4387241814","doi":"https://doi.org/10.1186/s12880-023-01089-0","title":"Predicting response to CCRT for esophageal squamous carcinoma by a radiomics-clinical SHAP model","display_name":"Predicting response to CCRT for esophageal squamous carcinoma by a radiomics-clinical SHAP model","publication_year":2023,"publication_date":"2023-10-02","ids":{"openalex":"https://openalex.org/W4387241814","doi":"https://doi.org/10.1186/s12880-023-01089-0","pmid":"https://pubmed.ncbi.nlm.nih.gov/37779188"},"language":"en","primary_location":{"id":"doi:10.1186/s12880-023-01089-0","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-023-01089-0","pdf_url":"https://bmcmedimaging.biomedcentral.com/counter/pdf/10.1186/s12880-023-01089-0","source":{"id":"https://openalex.org/S6505649","display_name":"BMC Medical Imaging","issn_l":"1471-2342","issn":["1471-2342"],"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 Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcmedimaging.biomedcentral.com/counter/pdf/10.1186/s12880-023-01089-0","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5090232873","display_name":"Cheng Xu","orcid":"https://orcid.org/0000-0002-4503-6029"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I2802624667","display_name":"Hefei Institutes of Physical Science","ror":"https://ror.org/046n57345","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xu Cheng","raw_affiliation_strings":["Anhui Province Key Laboratory of Medical Physics and Technology, Institute of Health and Medical Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, 230031, P.R. China","Hefei Cancer Hospital, Chinese Academy of Sciences, Hefei, 230031, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Anhui Province Key Laboratory of Medical Physics and Technology, Institute of Health and Medical Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, 230031, P.R. China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I2802624667"]},{"raw_affiliation_string":"Hefei Cancer Hospital, Chinese Academy of Sciences, Hefei, 230031, P.R. China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I2802624667"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100412790","display_name":"Yuxin Zhang","orcid":"https://orcid.org/0000-0003-4698-5645"},"institutions":[{"id":"https://openalex.org/I197869895","display_name":"Anhui Medical University","ror":"https://ror.org/03xb04968","country_code":"CN","type":"education","lineage":["https://openalex.org/I197869895"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuxin Zhang","raw_affiliation_strings":["School of Biomedical Engineering, Anhui Medical University, Hefei, 230032, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, Anhui Medical University, Hefei, 230032, China","institution_ids":["https://openalex.org/I197869895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102193426","display_name":"Min Zhu","orcid":"https://orcid.org/0000-0001-6614-606X"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I2802624667","display_name":"Hefei Institutes of Physical Science","ror":"https://ror.org/046n57345","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667"]},{"id":"https://openalex.org/I4210159152","display_name":"Tongling University","ror":"https://ror.org/04kqvjg13","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210159152"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Min Zhu","raw_affiliation_strings":["Anhui Province Key Laboratory of Medical Physics and Technology, Institute of Health and Medical Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, 230031, P.R. China. jmmlyct@163.com","School of Mathematics and Computer Science, Tongling University, Tongling, China. jmmlyct@163.com","Anhui Province Key Laboratory of Medical Physics and Technology, Institute of Health and Medical Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, 230031, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Anhui Province Key Laboratory of Medical Physics and Technology, Institute of Health and Medical Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, 230031, P.R. China. jmmlyct@163.com","institution_ids":["https://openalex.org/I2802624667"]},{"raw_affiliation_string":"School of Mathematics and Computer Science, Tongling University, Tongling, China. jmmlyct@163.com","institution_ids":["https://openalex.org/I4210159152"]},{"raw_affiliation_string":"Anhui Province Key Laboratory of Medical Physics and Technology, Institute of Health and Medical Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, 230031, P.R. China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I2802624667"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032430749","display_name":"Ruixia Sun","orcid":"https://orcid.org/0000-0001-9788-2422"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I2802624667","display_name":"Hefei Institutes of Physical Science","ror":"https://ror.org/046n57345","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruixia Sun","raw_affiliation_strings":["Anhui Province Key Laboratory of Medical Physics and Technology, Institute of Health and Medical Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, 230031, P.R. China","Hefei Cancer Hospital, Chinese Academy of Sciences, Hefei, 230031, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Anhui Province Key Laboratory of Medical Physics and Technology, Institute of Health and Medical Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, 230031, P.R. China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I2802624667"]},{"raw_affiliation_string":"Hefei Cancer Hospital, Chinese Academy of Sciences, Hefei, 230031, P.R. China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I2802624667"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100614789","display_name":"Lingling Liu","orcid":"https://orcid.org/0000-0002-0470-2371"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I2802624667","display_name":"Hefei Institutes of Physical Science","ror":"https://ror.org/046n57345","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lingling Liu","raw_affiliation_strings":["Anhui Province Key Laboratory of Medical Physics and Technology, Institute of Health and Medical Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, 230031, P.R. China","Hefei Cancer Hospital, Chinese Academy of Sciences, Hefei, 230031, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Anhui Province Key Laboratory of Medical Physics and Technology, Institute of Health and Medical Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, 230031, P.R. China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I2802624667"]},{"raw_affiliation_string":"Hefei Cancer Hospital, Chinese Academy of Sciences, Hefei, 230031, P.R. China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I2802624667"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100640671","display_name":"Xueling Li","orcid":"https://orcid.org/0000-0001-5002-448X"},"institutions":[{"id":"https://openalex.org/I197869895","display_name":"Anhui Medical University","ror":"https://ror.org/03xb04968","country_code":"CN","type":"education","lineage":["https://openalex.org/I197869895"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I2802624667","display_name":"Hefei Institutes of Physical Science","ror":"https://ror.org/046n57345","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xueling Li","raw_affiliation_strings":["Anhui Province Key Laboratory of Medical Physics and Technology, Institute of Health and Medical Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, 230031, P.R. China. xlli@cmpt.ac.cn","Hefei Cancer Hospital, Chinese Academy of Sciences, Hefei, 230031, P.R. China. xlli@cmpt.ac.cn","School of Biomedical Engineering, Anhui Medical University, Hefei, 230032, China. xlli@cmpt.ac.cn","Anhui Province Key Laboratory of Medical Physics and Technology, Institute of Health and Medical Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, 230031, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Anhui Province Key Laboratory of Medical Physics and Technology, Institute of Health and Medical Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, 230031, P.R. China. xlli@cmpt.ac.cn","institution_ids":["https://openalex.org/I2802624667"]},{"raw_affiliation_string":"Hefei Cancer Hospital, Chinese Academy of Sciences, Hefei, 230031, P.R. China. xlli@cmpt.ac.cn","institution_ids":["https://openalex.org/I2802624667"]},{"raw_affiliation_string":"School of Biomedical Engineering, Anhui Medical University, Hefei, 230032, China. xlli@cmpt.ac.cn","institution_ids":["https://openalex.org/I197869895"]},{"raw_affiliation_string":"Anhui Province Key Laboratory of Medical Physics and Technology, Institute of Health and Medical Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, 230031, P.R. China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I2802624667"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100640671","https://openalex.org/A5102193426"],"corresponding_institution_ids":["https://openalex.org/I197869895","https://openalex.org/I19820366","https://openalex.org/I2802624667","https://openalex.org/I4210159152"],"apc_list":{"value":1690,"currency":"GBP","value_usd":2890},"apc_paid":{"value":1690,"currency":"GBP","value_usd":2890},"fwci":3.8581,"has_fulltext":true,"cited_by_count":15,"citation_normalized_percentile":{"value":0.94448278,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"23","issue":"1","first_page":"145","last_page":"145"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10619","display_name":"Esophageal Cancer Research and Treatment","score":0.810699999332428,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/T10619","display_name":"Esophageal Cancer Research and Treatment","score":0.810699999332428,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.14980000257492065,"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/T10231","display_name":"Pancreatic and Hepatic Oncology Research","score":0.010499999858438969,"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":0.8503492474555969},{"id":"https://openalex.org/keywords/radiomics","display_name":"Radiomics","score":0.8003386855125427},{"id":"https://openalex.org/keywords/chemoradiotherapy","display_name":"Chemoradiotherapy","score":0.6660650372505188},{"id":"https://openalex.org/keywords/response-evaluation-criteria-in-solid-tumors","display_name":"Response Evaluation Criteria in Solid Tumors","score":0.5453150272369385},{"id":"https://openalex.org/keywords/nomogram","display_name":"Nomogram","score":0.48265963792800903},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.48160359263420105},{"id":"https://openalex.org/keywords/esophageal-cancer","display_name":"Esophageal cancer","score":0.4501764476299286},{"id":"https://openalex.org/keywords/oncology","display_name":"Oncology","score":0.4061931371688843},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.3581651449203491},{"id":"https://openalex.org/keywords/clinical-trial","display_name":"Clinical trial","score":0.3362733721733093},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.31812983751296997},{"id":"https://openalex.org/keywords/radiation-therapy","display_name":"Radiation therapy","score":0.2534634470939636},{"id":"https://openalex.org/keywords/phases-of-clinical-research","display_name":"Phases of clinical research","score":0.13772150874137878}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.8503492474555969},{"id":"https://openalex.org/C2778559731","wikidata":"https://www.wikidata.org/wiki/Q23808793","display_name":"Radiomics","level":2,"score":0.8003386855125427},{"id":"https://openalex.org/C2778424827","wikidata":"https://www.wikidata.org/wiki/Q5090613","display_name":"Chemoradiotherapy","level":3,"score":0.6660650372505188},{"id":"https://openalex.org/C2779984678","wikidata":"https://www.wikidata.org/wiki/Q2145898","display_name":"Response Evaluation Criteria in Solid Tumors","level":4,"score":0.5453150272369385},{"id":"https://openalex.org/C34626388","wikidata":"https://www.wikidata.org/wiki/Q721129","display_name":"Nomogram","level":2,"score":0.48265963792800903},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.48160359263420105},{"id":"https://openalex.org/C2779742542","wikidata":"https://www.wikidata.org/wiki/Q372701","display_name":"Esophageal cancer","level":3,"score":0.4501764476299286},{"id":"https://openalex.org/C143998085","wikidata":"https://www.wikidata.org/wiki/Q162555","display_name":"Oncology","level":1,"score":0.4061931371688843},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.3581651449203491},{"id":"https://openalex.org/C535046627","wikidata":"https://www.wikidata.org/wiki/Q30612","display_name":"Clinical trial","level":2,"score":0.3362733721733093},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.31812983751296997},{"id":"https://openalex.org/C509974204","wikidata":"https://www.wikidata.org/wiki/Q180507","display_name":"Radiation therapy","level":2,"score":0.2534634470939636},{"id":"https://openalex.org/C31760486","wikidata":"https://www.wikidata.org/wiki/Q7180990","display_name":"Phases of clinical research","level":3,"score":0.13772150874137878}],"mesh":[{"descriptor_ui":"D000077277","descriptor_name":"Esophageal Squamous Cell Carcinoma","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D000077277","descriptor_name":"Esophageal Squamous Cell Carcinoma","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D000077277","descriptor_name":"Esophageal Squamous Cell Carcinoma","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D000077277","descriptor_name":"Esophageal Squamous Cell Carcinoma","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D000077277","descriptor_name":"Esophageal Squamous Cell Carcinoma","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D000077277","descriptor_name":"Esophageal Squamous Cell Carcinoma","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D000077277","descriptor_name":"Esophageal Squamous Cell Carcinoma","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D000077277","descriptor_name":"Esophageal Squamous Cell Carcinoma","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D000077277","descriptor_name":"Esophageal Squamous Cell Carcinoma","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004938","descriptor_name":"Esophageal Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D004938","descriptor_name":"Esophageal Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D004938","descriptor_name":"Esophageal Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D004938","descriptor_name":"Esophageal Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D004938","descriptor_name":"Esophageal Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D004938","descriptor_name":"Esophageal Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D004938","descriptor_name":"Esophageal Neoplasms","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D004938","descriptor_name":"Esophageal Neoplasms","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D004938","descriptor_name":"Esophageal Neoplasms","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"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":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059248","descriptor_name":"Chemoradiotherapy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D059248","descriptor_name":"Chemoradiotherapy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D059248","descriptor_name":"Chemoradiotherapy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1186/s12880-023-01089-0","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-023-01089-0","pdf_url":"https://bmcmedimaging.biomedcentral.com/counter/pdf/10.1186/s12880-023-01089-0","source":{"id":"https://openalex.org/S6505649","display_name":"BMC Medical Imaging","issn_l":"1471-2342","issn":["1471-2342"],"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 Imaging","raw_type":"journal-article"},{"id":"pmid:37779188","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37779188","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 imaging","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10544369","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10544369","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10544369/pdf/12880_2023_Article_1089.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 Imaging","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:f754a883e0f74ac0bb3af601b97b33f8","is_oa":true,"landing_page_url":"https://doaj.org/article/f754a883e0f74ac0bb3af601b97b33f8","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 Imaging, Vol 23, Iss 1, Pp 1-15 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s12880-023-01089-0","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-023-01089-0","pdf_url":"https://bmcmedimaging.biomedcentral.com/counter/pdf/10.1186/s12880-023-01089-0","source":{"id":"https://openalex.org/S6505649","display_name":"BMC Medical Imaging","issn_l":"1471-2342","issn":["1471-2342"],"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 Imaging","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.4099999964237213,"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15"}],"awards":[{"id":"https://openalex.org/G3394882928","display_name":null,"funder_award_id":"31371340","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321133","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4387241814.pdf"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W1877138857","https://openalex.org/W1964467299","https://openalex.org/W1965797467","https://openalex.org/W1987151740","https://openalex.org/W2035252444","https://openalex.org/W2085672498","https://openalex.org/W2092939357","https://openalex.org/W2120240539","https://openalex.org/W2128739912","https://openalex.org/W2130703353","https://openalex.org/W2144263975","https://openalex.org/W2149523891","https://openalex.org/W2168051713","https://openalex.org/W2174661749","https://openalex.org/W2333908381","https://openalex.org/W2573152477","https://openalex.org/W2592144107","https://openalex.org/W2763355946","https://openalex.org/W2767128594","https://openalex.org/W2770873021","https://openalex.org/W2791556962","https://openalex.org/W2913160101","https://openalex.org/W2945153923","https://openalex.org/W2957409472","https://openalex.org/W2973049920","https://openalex.org/W2978329087","https://openalex.org/W2981830068","https://openalex.org/W2986005693","https://openalex.org/W2998789541","https://openalex.org/W3003257820","https://openalex.org/W3033297869","https://openalex.org/W3091896655","https://openalex.org/W3103145119","https://openalex.org/W3109011692","https://openalex.org/W3121421447","https://openalex.org/W3128646645","https://openalex.org/W3161516272","https://openalex.org/W3184179012","https://openalex.org/W4307503399"],"related_works":["https://openalex.org/W2886637603","https://openalex.org/W4283707141","https://openalex.org/W3032388403","https://openalex.org/W3032850242","https://openalex.org/W2605547468","https://openalex.org/W2398022839","https://openalex.org/W2173600265","https://openalex.org/W2896713444","https://openalex.org/W2417835388","https://openalex.org/W3137481687"],"abstract_inverted_index":{"BACKGROUND:":[0],"Radical":[1],"concurrent":[2,29,94],"chemoradiotherapy":[3,30,95],"(CCRT)":[4,96],"is":[5],"frequently":[6],"used":[7,73],"as":[8,121,165],"the":[9,41,63,76,122,132,139,149,153,214,233,320,329,358],"first-line":[10],"treatment":[11],"for":[12,239,252],"patients":[13,21,33,84,118,127],"with":[14,34,50,85,111,200,207,269,285],"locally":[15],"advanced":[16],"esophageal":[17,35],"cancer.":[18],"Unfortunately,":[19],"some":[20],"respond":[22],"poorly.":[23],"To":[24],"predict":[25],"response":[26,308,371],"to":[27,74,255,309,372],"radical":[28,93],"in":[31,305,347,367],"pre-treatment":[32,368],"squamous":[36],"carcinoma":[37],"(ESCC),":[38],"and":[39,100,108,138,152,175,180,187,191,229,237,245,258,280,357],"compare":[40],"predicting":[42,306,369],"efficacies":[43],"of":[44,47,159,167,267,275,283,291,302,319,322,361],"radiomics":[45,171,197,335],"features":[46,172,198,203,336,356],"primary":[48,150],"tumor":[49,146,151],"or":[51],"without":[52],"regional":[53],"lymph":[54,155],"nodes,":[55],"we":[56,217],"developed":[57,218],"a":[58,270,286,338],"radiomics-clinical":[59],"model":[60,253,263,342,352],"based":[61,353],"on":[62,213,277,293,325,341,354],"positioning":[64],"CT":[65],"images.":[66],"Finally,":[67,247],"SHapley":[68],"Additive":[69],"exPlanation":[70],"(SHAP)":[71],"was":[72,250],"explain":[75],"models.":[77],"METHODS:":[78],"This":[79],"retrospective":[80],"study":[81],"enrolled":[82],"105":[83],"medically":[86],"inoperable":[87],"and/or":[88],"unresectable":[89],"ESCC":[90,307,370],"who":[91],"underwent":[92],"between":[97],"October":[98],"2018":[99],"May":[101],"2023.":[102],"Patients":[103],"were":[104,119,128,163,177,204],"classified":[105],"into":[106,131],"responder":[107],"non-responder":[109],"groups":[110],"RECIST":[112],"standards.":[113],"The":[114,195,261,311],"11":[115],"recently":[116],"admitted":[117,126],"chosen":[120],"validation":[123,294],"set,":[124,295],"previously":[125],"randomly":[129],"split":[130],"training":[133],"set":[134,141,279],"(n":[135,142],"=":[136,143],"70)":[137],"testing":[140,278],"24).":[144],"Primary":[145],"site":[147],"(GTV),":[148],"uninvolved":[154],"nodes":[156],"at":[157],"risk":[158],"microscopic":[160],"disease":[161],"(CTV)":[162],"identified":[164],"Regions":[166],"Interests":[168],"(ROIs).":[169],"1762":[170],"from":[173],"GTV":[174,223],"CTV":[176,227],"respectively":[178],"extracted":[179],"then":[181],"filtered":[182,196,206,215],"by":[183],"statistical":[184],"differential":[185],"analysis":[186],"Least":[188],"Absolute":[189],"Shrinkage":[190],"Selection":[192],"Operator":[193],"(LASSO).":[194],"combined":[199],"13":[201],"clinical":[202,345],"further":[205],"Mutual":[208],"Information":[209],"(MI)":[210],"algorithm.":[211],"Based":[212],"features,":[216],"five":[219],"models":[220,304],"(Clinical":[221],"Model,":[222,224,226,228],"GTV-Clinical":[225,262,351],"CTV-Clinical":[230],"Model)":[231],"using":[232],"random":[234],"forest":[235],"algorithm":[236,249],"evaluated":[238],"their":[240],"accuracy,":[241],"precision,":[242],"recall,":[243],"F1-Score":[244],"AUC.":[246],"SHAP":[248,312,330],"adopted":[251],"interpretation":[254],"achieve":[256],"transparency":[257],"utilizability.":[259],"RESULTS:":[260],"achieves":[264],"an":[265,281,316],"AUC":[266,282],"0.82":[268],"95%":[271,287],"confidence":[272,288],"interval":[273,289],"(CI)":[274,290],"0.76-0.99":[276],"0.97":[284],"0.84-1.0":[292],"which":[296],"are":[297],"significantly":[298],"higher":[299],"than":[300,344],"those":[301],"other":[303],"CCRT.":[310,373],"force":[313],"map":[314],"provides":[315],"integrated":[317],"view":[318],"impact":[321],"each":[323],"feature":[324],"individual":[326],"patients,":[327],"while":[328],"summary":[331],"plots":[332],"indicate":[333],"that":[334],"have":[337],"greater":[339],"influence":[340],"prediction":[343],"factors":[346],"our":[348],"model.":[349],"CONCLUSION:":[350],"texture":[355],"maximum":[359],"diameter":[360],"lesion":[362],"(MDL)":[363],"may":[364],"assist":[365],"clinicians":[366]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}