{"id":"https://openalex.org/W4213190131","doi":"https://doi.org/10.1007/s10489-021-03140-5","title":"Automated assessment of BI-RADS categories for ultrasound images using multi-scale neural networks with an order-constrained loss function","display_name":"Automated assessment of BI-RADS categories for ultrasound images using multi-scale neural networks with an order-constrained loss function","publication_year":2022,"publication_date":"2022-02-16","ids":{"openalex":"https://openalex.org/W4213190131","doi":"https://doi.org/10.1007/s10489-021-03140-5"},"language":"en","primary_location":{"id":"doi:10.1007/s10489-021-03140-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-021-03140-5","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Intelligence","raw_type":"journal-article"},"type":"article","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/A5043276076","display_name":"Yong Pi","orcid":"https://orcid.org/0000-0003-0794-5499"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Pi","raw_affiliation_strings":["Machine Intelligence Laboratory, College of Computer Science, Sichuan University, 610065, Chengdu, People\u2019s Republic of China","Machine Intelligence Laboratory, College of Computer Science, Sichuan University, 610065, Chengdu, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Machine Intelligence Laboratory, College of Computer Science, Sichuan University, 610065, Chengdu, People\u2019s Republic of China","institution_ids":["https://openalex.org/I24185976"]},{"raw_affiliation_string":"Machine Intelligence Laboratory, College of Computer Science, Sichuan University, 610065, Chengdu, People's Republic of China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073922452","display_name":"Qian Li","orcid":"https://orcid.org/0000-0002-0110-451X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Qian Li","raw_affiliation_strings":["Department of Ultrasonography, Chengdu BOE Hospital, Chengdu, People\u2019s Republic of China","Department of Ultrasonography, Chengdu BOE Hospital, Chengdu, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Ultrasonography, Chengdu BOE Hospital, Chengdu, People\u2019s Republic of China","institution_ids":[]},{"raw_affiliation_string":"Department of Ultrasonography, Chengdu BOE Hospital, Chengdu, People's Republic of China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022565282","display_name":"Xiaofeng Qi","orcid":"https://orcid.org/0000-0002-8398-461X"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaofeng Qi","raw_affiliation_strings":["Machine Intelligence Laboratory, College of Computer Science, Sichuan University, 610065, Chengdu, People\u2019s Republic of China","Machine Intelligence Laboratory, College of Computer Science, Sichuan University, 610065, Chengdu, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Machine Intelligence Laboratory, College of Computer Science, Sichuan University, 610065, Chengdu, People\u2019s Republic of China","institution_ids":["https://openalex.org/I24185976"]},{"raw_affiliation_string":"Machine Intelligence Laboratory, College of Computer Science, Sichuan University, 610065, Chengdu, People's Republic of China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078869234","display_name":"Dan Deng","orcid":"https://orcid.org/0000-0001-7938-6679"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Dan Deng","raw_affiliation_strings":["Department of Ultrasonography, Chengdu BOE Hospital, Chengdu, People\u2019s Republic of China","Department of Ultrasonography, Chengdu BOE Hospital, Chengdu, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Ultrasonography, Chengdu BOE Hospital, Chengdu, People\u2019s Republic of China","institution_ids":[]},{"raw_affiliation_string":"Department of Ultrasonography, Chengdu BOE Hospital, Chengdu, People's Republic of China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100388188","display_name":"Yi Zhang","orcid":"https://orcid.org/0000-0002-5867-9322"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhang Yi","raw_affiliation_strings":["Machine Intelligence Laboratory, College of Computer Science, Sichuan University, 610065, Chengdu, People\u2019s Republic of China","Machine Intelligence Laboratory, College of Computer Science, Sichuan University, 610065, Chengdu, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Machine Intelligence Laboratory, College of Computer Science, Sichuan University, 610065, Chengdu, People\u2019s Republic of China","institution_ids":["https://openalex.org/I24185976"]},{"raw_affiliation_string":"Machine Intelligence Laboratory, College of Computer Science, Sichuan University, 610065, Chengdu, People's Republic of China","institution_ids":["https://openalex.org/I24185976"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5078869234","https://openalex.org/A5100388188"],"corresponding_institution_ids":["https://openalex.org/I24185976"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.2759,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.8187194,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"52","issue":"11","first_page":"12943","last_page":"12956"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9980999827384949,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9855999946594238,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8505809903144836},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7268213033676147},{"id":"https://openalex.org/keywords/breast-ultrasound","display_name":"Breast ultrasound","score":0.6810789704322815},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.633721113204956},{"id":"https://openalex.org/keywords/ultrasound","display_name":"Ultrasound","score":0.6288633346557617},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5610151886940002},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5157347321510315},{"id":"https://openalex.org/keywords/bi-rads","display_name":"BI-RADS","score":0.48062390089035034},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4185056686401367},{"id":"https://openalex.org/keywords/mammography","display_name":"Mammography","score":0.25702792406082153},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.23355355858802795},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.13640734553337097},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.12987738847732544}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8505809903144836},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7268213033676147},{"id":"https://openalex.org/C2777423100","wikidata":"https://www.wikidata.org/wiki/Q1888238","display_name":"Breast ultrasound","level":5,"score":0.6810789704322815},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.633721113204956},{"id":"https://openalex.org/C143753070","wikidata":"https://www.wikidata.org/wiki/Q162564","display_name":"Ultrasound","level":2,"score":0.6288633346557617},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5610151886940002},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5157347321510315},{"id":"https://openalex.org/C2779098232","wikidata":"https://www.wikidata.org/wiki/Q903975","display_name":"BI-RADS","level":5,"score":0.48062390089035034},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4185056686401367},{"id":"https://openalex.org/C2780472235","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Mammography","level":4,"score":0.25702792406082153},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.23355355858802795},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.13640734553337097},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.12987738847732544},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10489-021-03140-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-021-03140-5","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2352941459","display_name":null,"funder_award_id":"2018AAA0100201","funder_id":"https://openalex.org/F4320335960","funder_display_name":"National Major Science and Technology Projects of China"},{"id":"https://openalex.org/G2974326984","display_name":null,"funder_award_id":"2020JDRC0042","funder_id":"https://openalex.org/F4320333335","funder_display_name":"Sichuan Province Science and Technology Support Program"}],"funders":[{"id":"https://openalex.org/F4320333335","display_name":"Sichuan Province Science and Technology Support Program","ror":null},{"id":"https://openalex.org/F4320335960","display_name":"National Major Science and Technology Projects of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1849277567","https://openalex.org/W1988819287","https://openalex.org/W2009629689","https://openalex.org/W2022508996","https://openalex.org/W2050997943","https://openalex.org/W2097117768","https://openalex.org/W2108598243","https://openalex.org/W2109255472","https://openalex.org/W2126801281","https://openalex.org/W2129487742","https://openalex.org/W2157129699","https://openalex.org/W2168191810","https://openalex.org/W2169949947","https://openalex.org/W2176538821","https://openalex.org/W2183341477","https://openalex.org/W2194775991","https://openalex.org/W2290687990","https://openalex.org/W2339885376","https://openalex.org/W2346062110","https://openalex.org/W2412782625","https://openalex.org/W2560023338","https://openalex.org/W2560533888","https://openalex.org/W2618587140","https://openalex.org/W2740028789","https://openalex.org/W2755855890","https://openalex.org/W2762666833","https://openalex.org/W2788633781","https://openalex.org/W2889646458","https://openalex.org/W2906658447","https://openalex.org/W2929215516","https://openalex.org/W2962891704","https://openalex.org/W2963446712","https://openalex.org/W2964350391","https://openalex.org/W3004267382","https://openalex.org/W3004808023","https://openalex.org/W3012253355","https://openalex.org/W3022433775","https://openalex.org/W3035965352","https://openalex.org/W3097690390","https://openalex.org/W3099878876","https://openalex.org/W6600007113","https://openalex.org/W6600281463"],"related_works":["https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3193565141","https://openalex.org/W3133861977","https://openalex.org/W3167935049","https://openalex.org/W2026369788","https://openalex.org/W3029198973","https://openalex.org/W2072056856","https://openalex.org/W2759738913","https://openalex.org/W2276934518"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":2}],"updated_date":"2026-07-16T13:24:37.021932","created_date":"2025-10-10T00:00:00"}
