{"id":"https://openalex.org/W1497635134","doi":"https://doi.org/10.1007/978-3-540-74282-1_107","title":"Automatic Feature Extraction and Analysis on Breast Ultrasound Images","display_name":"Automatic Feature Extraction and Analysis on Breast Ultrasound Images","publication_year":2007,"publication_date":"2007-08-09","ids":{"openalex":"https://openalex.org/W1497635134","doi":"https://doi.org/10.1007/978-3-540-74282-1_107","mag":"1497635134"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-74282-1_107","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-74282-1_107","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5101757162","display_name":"Su Zhang","orcid":"https://orcid.org/0000-0002-8172-7740"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Su Zhang","raw_affiliation_strings":["Dept. of Biomedical Engineering, Shanghai Jiao Tong Univ., Shanghai, 200240, China","Department of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai 200240"],"affiliations":[{"raw_affiliation_string":"Dept. of Biomedical Engineering, Shanghai Jiao Tong Univ., Shanghai, 200240, China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Department of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai 200240","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100613522","display_name":"Wei Yang","orcid":"https://orcid.org/0000-0001-8460-3121"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Yang","raw_affiliation_strings":["Dept. of Biomedical Engineering, Shanghai Jiao Tong Univ., Shanghai, 200240, China","Department of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai 200240"],"affiliations":[{"raw_affiliation_string":"Dept. of Biomedical Engineering, Shanghai Jiao Tong Univ., Shanghai, 200240, China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Department of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai 200240","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102899381","display_name":"Hongtao Lu","orcid":"https://orcid.org/0000-0003-2300-3039"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongtao Lu","raw_affiliation_strings":["Dept. of Computer Science, Shanghai Jiao Tong Univ., Shanghai, 200240, China","Department of Computer Science, Shanghai Jiao Tong University, Shanghai 200240"],"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science, Shanghai Jiao Tong Univ., Shanghai, 200240, China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Department of Computer Science, Shanghai Jiao Tong University, Shanghai 200240","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064739522","display_name":"Yazhu Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I4210144482","display_name":"Shanghai Sixth People's Hospital","ror":"https://ror.org/049zrh188","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210144482"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yazhu Chen","raw_affiliation_strings":["Dept. of Biomedical Engineering, Shanghai Jiao Tong Univ., Shanghai, 200240, China","Shanghai Sixth People\u2019s Hospital, Shanghai Jiao Tong Univ., Shanghai, 200231, China","Department of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai 200240"],"affiliations":[{"raw_affiliation_string":"Dept. of Biomedical Engineering, Shanghai Jiao Tong Univ., Shanghai, 200240, China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Shanghai Sixth People\u2019s Hospital, Shanghai Jiao Tong Univ., Shanghai, 200231, China","institution_ids":["https://openalex.org/I4210144482"]},{"raw_affiliation_string":"Department of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai 200240","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101639432","display_name":"Wenying Li","orcid":"https://orcid.org/0000-0002-9250-9204"},"institutions":[{"id":"https://openalex.org/I4210144482","display_name":"Shanghai Sixth People's Hospital","ror":"https://ror.org/049zrh188","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210144482"]},{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenying Li","raw_affiliation_strings":["Shanghai Sixth People\u2019s Hospital, Shanghai Jiao Tong Univ., Shanghai, 200231, China","Shanghai Sixth People\u2019s Hospital, Shanghai Jiao Tong Univ., Shanghai, 200231"],"affiliations":[{"raw_affiliation_string":"Shanghai Sixth People\u2019s Hospital, Shanghai Jiao Tong Univ., Shanghai, 200231, China","institution_ids":["https://openalex.org/I4210144482"]},{"raw_affiliation_string":"Shanghai Sixth People\u2019s Hospital, Shanghai Jiao Tong Univ., Shanghai, 200231","institution_ids":["https://openalex.org/I4210144482","https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100722047","display_name":"Yaqing Chen","orcid":"https://orcid.org/0000-0001-5132-0096"},"institutions":[{"id":"https://openalex.org/I4210144482","display_name":"Shanghai Sixth People's Hospital","ror":"https://ror.org/049zrh188","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210144482"]},{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaqing Chen","raw_affiliation_strings":["Dept. of Biomedical Engineering, Shanghai Jiao Tong Univ., Shanghai, 200240, China","Shanghai Sixth People\u2019s Hospital, Shanghai Jiao Tong Univ., Shanghai, 200231, China","Shanghai Sixth People\u2019s Hospital, Shanghai Jiao Tong Univ., Shanghai, 200231"],"affiliations":[{"raw_affiliation_string":"Dept. of Biomedical Engineering, Shanghai Jiao Tong Univ., Shanghai, 200240, China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Shanghai Sixth People\u2019s Hospital, Shanghai Jiao Tong Univ., Shanghai, 200231, China","institution_ids":["https://openalex.org/I4210144482"]},{"raw_affiliation_string":"Shanghai Sixth People\u2019s Hospital, Shanghai Jiao Tong Univ., Shanghai, 200231","institution_ids":["https://openalex.org/I4210144482","https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5101757162"],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":1.374,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.82328335,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"957","last_page":"963"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9976000189781189,"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":0.9811000227928162,"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/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.653996467590332},{"id":"https://openalex.org/keywords/breast-ultrasound","display_name":"Breast ultrasound","score":0.6403903365135193},{"id":"https://openalex.org/keywords/margin","display_name":"Margin (machine learning)","score":0.6182923316955566},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6093479990959167},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5984453558921814},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5962386727333069},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5775346755981445},{"id":"https://openalex.org/keywords/acoustic-shadow","display_name":"Acoustic shadow","score":0.5180383324623108},{"id":"https://openalex.org/keywords/standard-deviation","display_name":"Standard deviation","score":0.5065873861312866},{"id":"https://openalex.org/keywords/lesion","display_name":"Lesion","score":0.4921714663505554},{"id":"https://openalex.org/keywords/invariant","display_name":"Invariant (physics)","score":0.4401411712169647},{"id":"https://openalex.org/keywords/ultrasound","display_name":"Ultrasound","score":0.42871636152267456},{"id":"https://openalex.org/keywords/mammography","display_name":"Mammography","score":0.41584837436676025},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.37948280572891235},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3175297975540161},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.21790486574172974},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.19376862049102783},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.12757927179336548},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.12667211890220642},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.10362711548805237}],"concepts":[{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.653996467590332},{"id":"https://openalex.org/C2777423100","wikidata":"https://www.wikidata.org/wiki/Q1888238","display_name":"Breast ultrasound","level":5,"score":0.6403903365135193},{"id":"https://openalex.org/C774472","wikidata":"https://www.wikidata.org/wiki/Q6760393","display_name":"Margin (machine learning)","level":2,"score":0.6182923316955566},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6093479990959167},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5984453558921814},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5962386727333069},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5775346755981445},{"id":"https://openalex.org/C47070683","wikidata":"https://www.wikidata.org/wiki/Q1906457","display_name":"Acoustic shadow","level":3,"score":0.5180383324623108},{"id":"https://openalex.org/C22679943","wikidata":"https://www.wikidata.org/wiki/Q159375","display_name":"Standard deviation","level":2,"score":0.5065873861312866},{"id":"https://openalex.org/C2781156865","wikidata":"https://www.wikidata.org/wiki/Q827023","display_name":"Lesion","level":2,"score":0.4921714663505554},{"id":"https://openalex.org/C190470478","wikidata":"https://www.wikidata.org/wiki/Q2370229","display_name":"Invariant (physics)","level":2,"score":0.4401411712169647},{"id":"https://openalex.org/C143753070","wikidata":"https://www.wikidata.org/wiki/Q162564","display_name":"Ultrasound","level":2,"score":0.42871636152267456},{"id":"https://openalex.org/C2780472235","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Mammography","level":4,"score":0.41584837436676025},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.37948280572891235},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3175297975540161},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.21790486574172974},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.19376862049102783},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.12757927179336548},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.12667211890220642},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.10362711548805237},{"id":"https://openalex.org/C37914503","wikidata":"https://www.wikidata.org/wiki/Q156495","display_name":"Mathematical physics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"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},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-540-74282-1_107","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-74282-1_107","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1991829556","https://openalex.org/W2017074421","https://openalex.org/W2019345570","https://openalex.org/W2028672930","https://openalex.org/W2042482167","https://openalex.org/W2046887523","https://openalex.org/W2069299713","https://openalex.org/W2104999075","https://openalex.org/W2113358471","https://openalex.org/W2121578625","https://openalex.org/W2121947440","https://openalex.org/W2126801281","https://openalex.org/W2132602023","https://openalex.org/W2135674549","https://openalex.org/W2143357187","https://openalex.org/W2144647583","https://openalex.org/W2151386876","https://openalex.org/W2185286444"],"related_works":["https://openalex.org/W3020588946","https://openalex.org/W2478167448","https://openalex.org/W2117952144","https://openalex.org/W2364180410","https://openalex.org/W4379196800","https://openalex.org/W3091864250","https://openalex.org/W2063280872","https://openalex.org/W3122972499","https://openalex.org/W2390739008","https://openalex.org/W2018993957"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}