{"id":"https://openalex.org/W3132834592","doi":"https://doi.org/10.1016/j.ejca.2021.01.028","title":"Ultrasound-based deep learning radiomics in the assessment of pathological complete response to neoadjuvant chemotherapy in locally advanced breast cancer","display_name":"Ultrasound-based deep learning radiomics in the assessment of pathological complete response to neoadjuvant chemotherapy in locally advanced breast cancer","publication_year":2021,"publication_date":"2021-02-24","ids":{"openalex":"https://openalex.org/W3132834592","doi":"https://doi.org/10.1016/j.ejca.2021.01.028","mag":"3132834592","pmid":"https://pubmed.ncbi.nlm.nih.gov/33639324"},"language":"en","primary_location":{"id":"doi:10.1016/j.ejca.2021.01.028","doi":"https://doi.org/10.1016/j.ejca.2021.01.028","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.ejca.2021.01.028","pdf_url":null,"source":{"id":"https://openalex.org/S16731738","display_name":"European Journal of Cancer","issn_l":"0959-8049","issn":["0959-8049","1879-0852"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","doyens","jufo-2","ki-jl-2","medline","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"European Journal of Cancer","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100659111","display_name":"Meng Jiang","orcid":"https://orcid.org/0000-0002-6669-547X","observed_orcids":["https://orcid.org/0000-0002-6669-547X"]},"institutions":[{"id":"https://openalex.org/I4210160344","display_name":"Tongji Hospital","ror":"https://ror.org/04xy45965","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210160344"]},{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meng Jiang","raw_affiliation_strings":["Department of Medical Ultrasound, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, PR China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Ultrasound, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, PR China","institution_ids":["https://openalex.org/I4210160344","https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053550143","display_name":"Changli Li","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chang-Li Li","raw_affiliation_strings":["Department of Geratology, Hubei Provincial Hospital of Integrated Chinese and Western Medicine, 11 Lingjiaohu Avenue, Wuhan, 430015, PR China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geratology, Hubei Provincial Hospital of Integrated Chinese and Western Medicine, 11 Lingjiaohu Avenue, Wuhan, 430015, PR China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030008782","display_name":"Xiaomao Luo","orcid":"https://orcid.org/0000-0001-8563-8211","observed_orcids":["https://orcid.org/0000-0001-8563-8211"]},"institutions":[{"id":"https://openalex.org/I26080491","display_name":"Kunming Medical University","ror":"https://ror.org/038c3w259","country_code":"CN","type":"education","lineage":["https://openalex.org/I26080491"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao-Mao Luo","raw_affiliation_strings":["Department of Medical Ultrasound, Yunnan Cancer Hospital & the Third Affiliated Hospital of Kunming Medical University, Kunming, 650118, PR China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Ultrasound, Yunnan Cancer Hospital & the Third Affiliated Hospital of Kunming Medical University, Kunming, 650118, PR China","institution_ids":["https://openalex.org/I26080491"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052279820","display_name":"Zhi-Rui Chuan","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I26080491","display_name":"Kunming Medical University","ror":"https://ror.org/038c3w259","country_code":"CN","type":"education","lineage":["https://openalex.org/I26080491"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhi-Rui Chuan","raw_affiliation_strings":["Department of Medical Ultrasound, Yunnan Cancer Hospital & the Third Affiliated Hospital of Kunming Medical University, Kunming, 650118, PR China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Ultrasound, Yunnan Cancer Hospital & the Third Affiliated Hospital of Kunming Medical University, Kunming, 650118, PR China","institution_ids":["https://openalex.org/I26080491"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089857384","display_name":"Wenzhi Lv","orcid":"https://orcid.org/0000-0002-8823-1342","observed_orcids":["https://orcid.org/0000-0002-8823-1342"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wen-Zhi Lv","raw_affiliation_strings":["Department of Artificial Intelligence, Julei Technology, Wuhan, 430030, PR China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence, Julei Technology, Wuhan, 430030, PR China","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Xu Li","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I174442536","display_name":"South Central Minzu University","ror":"https://ror.org/03d7sax13","country_code":"CN","type":"education","lineage":["https://openalex.org/I174442536"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xu Li","raw_affiliation_strings":["School of Biomedical Engineering, South-Central University for Nationalities, 182 Minyuan Road, Wuhan, 430074, PR China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, South-Central University for Nationalities, 182 Minyuan Road, Wuhan, 430074, PR China","institution_ids":["https://openalex.org/I174442536"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076557284","display_name":"Xin\u2010Wu Cui","orcid":"https://orcid.org/0000-0003-3890-6660","observed_orcids":["https://orcid.org/0000-0003-3890-6660"]},"institutions":[{"id":"https://openalex.org/I4210160344","display_name":"Tongji Hospital","ror":"https://ror.org/04xy45965","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210160344"]},{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xin-Wu Cui","raw_affiliation_strings":["Department of Medical Ultrasound, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, PR China. Electronic address: cuixinwu@live.cn","Department of Medical Ultrasound, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, PR China"],"raw_orcid":"https://orcid.org/0000-0003-3890-6660","affiliations":[{"raw_affiliation_string":"Department of Medical Ultrasound, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, PR China. Electronic address: cuixinwu@live.cn","institution_ids":["https://openalex.org/I4210160344","https://openalex.org/I47720641"]},{"raw_affiliation_string":"Department of Medical Ultrasound, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, PR China","institution_ids":["https://openalex.org/I4210160344","https://openalex.org/I47720641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034913846","display_name":"Christoph Frank Dietrich","orcid":"https://orcid.org/0000-0001-6015-6347","observed_orcids":["https://orcid.org/0000-0001-6015-6347","https://orcid.org/0000-0001-6382-6377"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Christoph F. Dietrich","raw_affiliation_strings":["Department of Internal Medicine, Hirslanden Clinic, Sch\u00e4nzlihalde 11, Bern, 3013, Switzerland"],"raw_orcid":"https://orcid.org/0000-0001-6015-6347","affiliations":[{"raw_affiliation_string":"Department of Internal Medicine, Hirslanden Clinic, Sch\u00e4nzlihalde 11, Bern, 3013, Switzerland","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5076557284"],"corresponding_institution_ids":["https://openalex.org/I4210160344","https://openalex.org/I47720641"],"apc_list":{"value":3800,"currency":"USD","value_usd":3800},"apc_paid":null,"fwci":15.3492,"has_fulltext":false,"cited_by_count":223,"citation_normalized_percentile":{"value":0.99626247,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":92,"max":100},"biblio":{"volume":"147","issue":null,"first_page":"95","last_page":"105"},"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":1.0,"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":1.0,"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/T10183","display_name":"Breast Cancer Treatment Studies","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11885","display_name":"MRI in cancer diagnosis","score":0.0,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/locally-advanced-breast-cancer","display_name":"locally advanced breast cancer","score":0.9120000004768372},{"id":"https://openalex.org/keywords/neoadjuvant-chemotherapy","display_name":"neoadjuvant chemotherapy","score":0.9110000133514404},{"id":"https://openalex.org/keywords/pathological-complete-response","display_name":"pathological complete response","score":0.9929999709129333},{"id":"https://openalex.org/keywords/deep-learning-radiomics","display_name":"deep learning radiomics","score":0.7839999794960022},{"id":"https://openalex.org/keywords/radiomics-nomogram","display_name":"radiomics nomogram","score":0.8849999904632568},{"id":"https://openalex.org/keywords/breast-ultrasound","display_name":"breast ultrasound","score":0.8460000157356262},{"id":"https://openalex.org/keywords/preoperative-prediction","display_name":"preoperative prediction","score":0.4560000002384186},{"id":"https://openalex.org/keywords/triple-negative-breast-cancer","display_name":"triple-negative breast cancer","score":0.781000018119812},{"id":"https://openalex.org/keywords/her2-positive-breast-cancer","display_name":"HER2-positive breast cancer","score":0.984000027179718},{"id":"https://openalex.org/keywords/hormone-receptor-positive-breast-cancer","display_name":"hormone receptor-positive breast cancer","score":0.8019999861717224},{"id":"https://openalex.org/keywords/treatment-response-assessment","display_name":"treatment response assessment","score":0.5640000104904175}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.8058586120605469},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.7138621211051941},{"id":"https://openalex.org/C34626388","wikidata":"https://www.wikidata.org/wiki/Q721129","display_name":"Nomogram","level":2,"score":0.6879236698150635},{"id":"https://openalex.org/C72563966","wikidata":"https://www.wikidata.org/wiki/Q1303415","display_name":"Cohort","level":2,"score":0.5692101716995239},{"id":"https://openalex.org/C143998085","wikidata":"https://www.wikidata.org/wiki/Q162555","display_name":"Oncology","level":1,"score":0.5523708462715149},{"id":"https://openalex.org/C44249647","wikidata":"https://www.wikidata.org/wiki/Q208498","display_name":"Confidence interval","level":2,"score":0.5118188261985779},{"id":"https://openalex.org/C58471807","wikidata":"https://www.wikidata.org/wiki/Q327120","display_name":"Receiver operating characteristic","level":2,"score":0.5009043216705322},{"id":"https://openalex.org/C207886595","wikidata":"https://www.wikidata.org/wiki/Q1456138","display_name":"Pathological","level":2,"score":0.48703962564468384},{"id":"https://openalex.org/C2778292576","wikidata":"https://www.wikidata.org/wiki/Q6991934","display_name":"Neoadjuvant therapy","level":4,"score":0.4593755006790161},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.4590763747692108},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.44076991081237793},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.39360785484313965}],"mesh":[{"descriptor_ui":"D000066491","descriptor_name":"Clinical Decision-Making","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":true},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008408","descriptor_name":"Mastectomy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009361","descriptor_name":"Neoplasm Invasiveness","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011237","descriptor_name":"Predictive Value of Tests","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":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015588","descriptor_name":"Observer Variation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016217","descriptor_name":"Ultrasonography, Mammary","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016896","descriptor_name":"Treatment Outcome","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017024","descriptor_name":"Chemotherapy, Adjuvant","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020360","descriptor_name":"Neoadjuvant Therapy","qualifier_ui":"Q000009","qualifier_name":"adverse effects","is_major_topic":true},{"descriptor_ui":"D049451","descriptor_name":"Nomograms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1016/j.ejca.2021.01.028","doi":"https://doi.org/10.1016/j.ejca.2021.01.028","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.ejca.2021.01.028","pdf_url":null,"source":{"id":"https://openalex.org/S16731738","display_name":"European Journal of Cancer","issn_l":"0959-8049","issn":["0959-8049","1879-0852"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","doyens","jufo-2","ki-jl-2","medline","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"European Journal of Cancer","raw_type":"journal-article"},{"id":"pmid:33639324","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33639324","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,"listed_in":[],"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":"European journal of cancer (Oxford, England : 1990)","raw_type":"Comparative Study"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.98580002784729,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"study_designs":[{"id":"https://openalex.org/study-designs/observational-study","display_name":"Observational Study"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W2007463346","https://openalex.org/W2011241834","https://openalex.org/W2046861708","https://openalex.org/W2053074390","https://openalex.org/W2071197092","https://openalex.org/W2075894019","https://openalex.org/W2087179076","https://openalex.org/W2295340876","https://openalex.org/W2517065464","https://openalex.org/W2547978054","https://openalex.org/W2726440677","https://openalex.org/W2738090720","https://openalex.org/W2766525994","https://openalex.org/W2767128594","https://openalex.org/W2771390751","https://openalex.org/W2790518791","https://openalex.org/W2806209829","https://openalex.org/W2896084151","https://openalex.org/W2896886167","https://openalex.org/W2911605224","https://openalex.org/W2916703039","https://openalex.org/W2921520311","https://openalex.org/W2924275361","https://openalex.org/W2926614757","https://openalex.org/W2939014135","https://openalex.org/W2939853793","https://openalex.org/W2945472816","https://openalex.org/W2979075557","https://openalex.org/W2999400187","https://openalex.org/W3002866765","https://openalex.org/W3005362957"],"related_works":["https://openalex.org/W4402449886","https://openalex.org/W4318764132","https://openalex.org/W4408062108","https://openalex.org/W4392485943","https://openalex.org/W4361190218","https://openalex.org/W4285083391","https://openalex.org/W7215100570","https://openalex.org/W3206781867","https://openalex.org/W4411075639","https://openalex.org/W4313562095"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":26},{"year":2025,"cited_by_count":56},{"year":2024,"cited_by_count":60},{"year":2023,"cited_by_count":50},{"year":2022,"cited_by_count":29},{"year":2021,"cited_by_count":2}],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2021-03-01T00:00:00"}