{"id":"https://openalex.org/W4290672372","doi":"https://doi.org/10.1145/3543377.3543382","title":"Evaluation model and efficacy of multimodal ultrasound imaging technology to predict the efficacy of neoadjuvant chemotherapy in breast cancer","display_name":"Evaluation model and efficacy of multimodal ultrasound imaging technology to predict the efficacy of neoadjuvant chemotherapy in breast cancer","publication_year":2022,"publication_date":"2022-05-27","ids":{"openalex":"https://openalex.org/W4290672372","doi":"https://doi.org/10.1145/3543377.3543382"},"language":"en","primary_location":{"id":"doi:10.1145/3543377.3543382","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3543377.3543382","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 14th International Conference on Bioinformatics and Biomedical Technology","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"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/A5100619825","display_name":"Liu Yang","orcid":"https://orcid.org/0000-0001-7587-312X"},"institutions":[{"id":"https://openalex.org/I899859998","display_name":"Qiqihar Medical University","ror":"https://ror.org/01kzgyz42","country_code":"CN","type":"education","lineage":["https://openalex.org/I899859998"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Liu","raw_affiliation_strings":["Department of Ultrasound, The Second Affiliated Hospital of Qiqihar Medical University, Qiqihar Medical University, China and Department of Ultrasound, The Second Affiliated Hospital of Qiqihar Medical University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Ultrasound, The Second Affiliated Hospital of Qiqihar Medical University, Qiqihar Medical University, China and Department of Ultrasound, The Second Affiliated Hospital of Qiqihar Medical University, China","institution_ids":["https://openalex.org/I899859998"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101760989","display_name":"Jin-Feng Huang","orcid":"https://orcid.org/0000-0001-9614-8357"},"institutions":[{"id":"https://openalex.org/I899859998","display_name":"Qiqihar Medical University","ror":"https://ror.org/01kzgyz42","country_code":"CN","type":"education","lineage":["https://openalex.org/I899859998"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinfeng Huang","raw_affiliation_strings":["Department of Neurology, The Second Affiliated Hospital of Qiqihar Medical University, Qiqihar Medical University, China and Department of Neurology, The Second Affiliated Hospital of Qiqihar Medical University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurology, The Second Affiliated Hospital of Qiqihar Medical University, Qiqihar Medical University, China and Department of Neurology, The Second Affiliated Hospital of Qiqihar Medical University, China","institution_ids":["https://openalex.org/I899859998"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109596293","display_name":"Mengqi Xiao","orcid":null},"institutions":[{"id":"https://openalex.org/I899859998","display_name":"Qiqihar Medical University","ror":"https://ror.org/01kzgyz42","country_code":"CN","type":"education","lineage":["https://openalex.org/I899859998"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengqi Xiao","raw_affiliation_strings":["Clinical Pathology Diagnosis Center of Qiqihar Medical University, Qiqihar Medical University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Clinical Pathology Diagnosis Center of Qiqihar Medical University, Qiqihar Medical University, China","institution_ids":["https://openalex.org/I899859998"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064049365","display_name":"Shenglong Shi","orcid":"https://orcid.org/0000-0002-8366-3074"},"institutions":[{"id":"https://openalex.org/I899859998","display_name":"Qiqihar Medical University","ror":"https://ror.org/01kzgyz42","country_code":"CN","type":"education","lineage":["https://openalex.org/I899859998"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shenglong Shi","raw_affiliation_strings":["Department of Ultrasound, The Second Affiliated Hospital of Qiqihar Medical University, Qiqihar Medical University, China and Department of Ultrasound, The Second Affiliated Hospital of Qiqihar Medical University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Ultrasound, The Second Affiliated Hospital of Qiqihar Medical University, Qiqihar Medical University, China and Department of Ultrasound, The Second Affiliated Hospital of Qiqihar Medical University, China","institution_ids":["https://openalex.org/I899859998"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100682244","display_name":"Huilin Liu","orcid":"https://orcid.org/0009-0002-3768-1981"},"institutions":[{"id":"https://openalex.org/I899859998","display_name":"Qiqihar Medical University","ror":"https://ror.org/01kzgyz42","country_code":"CN","type":"education","lineage":["https://openalex.org/I899859998"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huilin Liu","raw_affiliation_strings":["Department of Ultrasound, The Second Affiliated Hospital of Qiqihar Medical University, Qiqihar Medical University, China and Department of Ultrasound, The Second Affiliated Hospital of Qiqihar Medical University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Ultrasound, The Second Affiliated Hospital of Qiqihar Medical University, Qiqihar Medical University, China and Department of Ultrasound, The Second Affiliated Hospital of Qiqihar Medical University, China","institution_ids":["https://openalex.org/I899859998"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068176567","display_name":"Song Tong","orcid":null},"institutions":[{"id":"https://openalex.org/I899859998","display_name":"Qiqihar Medical University","ror":"https://ror.org/01kzgyz42","country_code":"CN","type":"education","lineage":["https://openalex.org/I899859998"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Song Tong","raw_affiliation_strings":["General Surgery, The Second Affiliated Hospital of Qiqihar Medical University, Qiqihar Medical University, China and General Surgery, The Second Affiliated Hospital of Qiqihar Medical University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"General Surgery, The Second Affiliated Hospital of Qiqihar Medical University, Qiqihar Medical University, China and General Surgery, The Second Affiliated Hospital of Qiqihar Medical University, China","institution_ids":["https://openalex.org/I899859998"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088065708","display_name":"Yuehui Jia","orcid":"https://orcid.org/0000-0002-0098-5941"},"institutions":[{"id":"https://openalex.org/I899859998","display_name":"Qiqihar Medical University","ror":"https://ror.org/01kzgyz42","country_code":"CN","type":"education","lineage":["https://openalex.org/I899859998"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuehui Jia","raw_affiliation_strings":["School of Public Health, Qiqihar Medical University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Public Health, Qiqihar Medical University, China","institution_ids":["https://openalex.org/I899859998"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I899859998"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"27","last_page":"33"},"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":0.9973000288009644,"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":0.9973000288009644,"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/T11885","display_name":"MRI in cancer diagnosis","score":0.9957000017166138,"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/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":0.9907000064849854,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"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/receiver-operating-characteristic","display_name":"Receiver operating characteristic","score":0.7067502737045288},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.6814049482345581},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.6682130694389343},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.6481747627258301},{"id":"https://openalex.org/keywords/chemotherapy","display_name":"Chemotherapy","score":0.5117354393005371},{"id":"https://openalex.org/keywords/oncology","display_name":"Oncology","score":0.4499453604221344},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.439527690410614},{"id":"https://openalex.org/keywords/area-under-the-curve","display_name":"Area under the curve","score":0.43704503774642944},{"id":"https://openalex.org/keywords/ultrasound","display_name":"Ultrasound","score":0.42865681648254395},{"id":"https://openalex.org/keywords/neoadjuvant-therapy","display_name":"Neoadjuvant therapy","score":0.4216248393058777},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.39448636770248413},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.35415118932724}],"concepts":[{"id":"https://openalex.org/C58471807","wikidata":"https://www.wikidata.org/wiki/Q327120","display_name":"Receiver operating characteristic","level":2,"score":0.7067502737045288},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6814049482345581},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.6682130694389343},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.6481747627258301},{"id":"https://openalex.org/C2776694085","wikidata":"https://www.wikidata.org/wiki/Q974135","display_name":"Chemotherapy","level":2,"score":0.5117354393005371},{"id":"https://openalex.org/C143998085","wikidata":"https://www.wikidata.org/wiki/Q162555","display_name":"Oncology","level":1,"score":0.4499453604221344},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.439527690410614},{"id":"https://openalex.org/C76318530","wikidata":"https://www.wikidata.org/wiki/Q16833590","display_name":"Area under the curve","level":2,"score":0.43704503774642944},{"id":"https://openalex.org/C143753070","wikidata":"https://www.wikidata.org/wiki/Q162564","display_name":"Ultrasound","level":2,"score":0.42865681648254395},{"id":"https://openalex.org/C2778292576","wikidata":"https://www.wikidata.org/wiki/Q6991934","display_name":"Neoadjuvant therapy","level":4,"score":0.4216248393058777},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.39448636770248413},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.35415118932724}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3543377.3543382","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3543377.3543382","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 14th International Conference on Bioinformatics and Biomedical Technology","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.5099999904632568,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":1,"referenced_works":["https://openalex.org/W3128646645"],"related_works":["https://openalex.org/W2386767720","https://openalex.org/W2066363065","https://openalex.org/W3030915957","https://openalex.org/W2373132269","https://openalex.org/W3108466129","https://openalex.org/W2051966709","https://openalex.org/W2392162854","https://openalex.org/W2008911041","https://openalex.org/W2744023513","https://openalex.org/W2949466702"],"abstract_inverted_index":{"Objective:":[0],"To":[1],"investigate":[2],"the":[3,12,81,95,111,114,132,136,173,176,189,203,214,218,226,240,255,262],"value":[4],"of":[5,14,39,70,97,105,178,205,217,248,257],"multimodal":[6,249],"ultrasound":[7,76,250],"imaging":[8,251],"indicators":[9,119],"in":[10,131,208],"evaluating":[11,29],"efficacy":[13,96,177,204,256],"neoadjuvant":[15,30,48,98,129,179,206,258],"chemotherapy":[16,31,49,130,180,207,259],"for":[17,28,32,202],"breast":[18,33,41,209],"cancer,":[19],"and":[20,56,74,85,110,117,123,167,225,228,232,260,266],"to":[21,61,91,169],"establish":[22],"a":[23],"multivariate":[24,86,219,245],"Logistic":[25,87,184],"regression":[26,185,221,246],"model":[27,186,222,247],"cancer.":[34,210],"Methods:":[35],"A":[36],"retrospective":[37],"analysis":[38],"38":[40],"cancer":[42],"patients":[43],"who":[44],"underwent":[45],"surgery":[46],"after":[47],"was":[50,108,223],"divided":[51],"into":[52],"pathologically":[53,57],"ineffective":[54],"(NMHR)":[55],"effective":[58,133],"(MHR)":[59],"according":[60],"Miller":[62],"&":[63],"Payne":[64],"grading":[65],"method.":[66],"The":[67,100,182,211,244],"image":[68],"characteristics":[69],"conventional":[71],"ultrasound,":[72],"elastography,":[73],"contrast-enhanced":[75],"parameters":[77],"were":[78,89,125,172,199,230],"compared":[79],"between":[80],"two":[82],"groups.":[83],"Univariate":[84],"analyses":[88],"used":[90],"analyze":[92],"factors":[93,174,201],"affecting":[94,175],"chemotherapy.":[99],"receiver":[101],"operating":[102],"curve":[103,116,216],"(ROC)":[104],"each":[106],"factor":[107,183],"drawn,":[109],"area":[112,212],"under":[113,213],"ROC":[115,215],"evaluation":[118],"such":[120],"as":[121],"sensitivity":[122,227],"specificity":[124,229],"calculated.":[126],"Results:":[127],"After":[128],"group":[134],"(MHR),":[135],"tumor's":[137],"longest":[138,190],"diameter":[139,192],"reduction":[140,193],"rate":[141,265],"(\u0394D),":[142],"morphology,":[143],"margin,":[144],"posterior":[145],"echo":[146],"attenuation,":[147],"calcification,":[148],"resistance":[149],"index":[150],"(RI),":[151],"peak":[152,164,170],"systole":[153,156],"velocity":[154],"(peak":[155],"velocity,":[157],"PSV),":[158],"strain":[159],"ratio":[160],"(SR),":[161],"elasticity":[162],"score,":[163],"intensity":[165],"(PI)":[166],"time":[168],"(TTP)":[171],"(P<0.05).":[181],"showed":[187],"that":[188],"tumor":[191],"rate,":[194],"PSV,":[195],"SR,":[196],"PI,":[197],"TTP":[198],"reliable":[200],"logistic":[220],"0.911,":[224],"94.7%":[231],"68.4%,":[233],"respectively,":[234],"which":[235],"had":[236],"higher":[237],"accuracy":[238],"than":[239],"single-factor":[241],"model.":[242],"Conclusion:":[243],"technology":[252],"can":[253],"evaluate":[254],"improve":[261],"diagnostic":[263],"coincidence":[264],"efficacy.":[267]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}