{"id":"https://openalex.org/W4224987853","doi":"https://doi.org/10.1109/isbi52829.2022.9761594","title":"CEUSegNet: A Cross-Modality Lesion Segmentation Network for Contrast-Enhanced Ultrasound","display_name":"CEUSegNet: A Cross-Modality Lesion Segmentation Network for Contrast-Enhanced Ultrasound","publication_year":2022,"publication_date":"2022-03-28","ids":{"openalex":"https://openalex.org/W4224987853","doi":"https://doi.org/10.1109/isbi52829.2022.9761594"},"language":"en","primary_location":{"id":"doi:10.1109/isbi52829.2022.9761594","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi52829.2022.9761594","pdf_url":null,"source":{"id":"https://openalex.org/S4363605129","display_name":"2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-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/A5069595745","display_name":"Zheling Meng","orcid":"https://orcid.org/0000-0003-1287-164X"},"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/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zheling Meng","raw_affiliation_strings":["CAS Key Laboratory of Molecular Imaging,Institute of Automation Chinese Academy of Sciences (IACAS)","Institute of Automation Chinese Academy of Sciences (IACAS), CAS Key Laboratory of Molecular Imaging","School of Artificial Intelligence, University of Chinese Academy of Sciences"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CAS Key Laboratory of Molecular Imaging,Institute of Automation Chinese Academy of Sciences (IACAS)","institution_ids":["https://openalex.org/I4210094879"]},{"raw_affiliation_string":"Institute of Automation Chinese Academy of Sciences (IACAS), CAS Key Laboratory of Molecular Imaging","institution_ids":["https://openalex.org/I4210094879","https://openalex.org/I19820366"]},{"raw_affiliation_string":"School of Artificial Intelligence, University of Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101190237","display_name":"Yangyang Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210124531","display_name":"Lanzhou University Second Hospital","ror":"https://ror.org/02erhaz63","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210124531"]},{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yangyang Zhu","raw_affiliation_strings":["Lanzhou University Second Hospital,Department of Ultrasound","Gansu Province Ultrasonic Imaging Clinical Medical Research Center","Department of Ultrasound, Lanzhou University Second Hospital"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lanzhou University Second Hospital,Department of Ultrasound","institution_ids":["https://openalex.org/I76214153","https://openalex.org/I4210124531"]},{"raw_affiliation_string":"Gansu Province Ultrasonic Imaging Clinical Medical Research Center","institution_ids":[]},{"raw_affiliation_string":"Department of Ultrasound, Lanzhou University Second Hospital","institution_ids":["https://openalex.org/I76214153","https://openalex.org/I4210124531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100418948","display_name":"Xiao Fan","orcid":"https://orcid.org/0000-0001-5147-6701"},"institutions":[{"id":"https://openalex.org/I4210124531","display_name":"Lanzhou University Second Hospital","ror":"https://ror.org/02erhaz63","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210124531"]},{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao Fan","raw_affiliation_strings":["Lanzhou University Second Hospital,Department of Ultrasound","Department of Ultrasound, Lanzhou University Second Hospital","Gansu Province Ultrasonic Imaging Clinical Medical Research Center"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lanzhou University Second Hospital,Department of Ultrasound","institution_ids":["https://openalex.org/I76214153","https://openalex.org/I4210124531"]},{"raw_affiliation_string":"Department of Ultrasound, Lanzhou University Second Hospital","institution_ids":["https://openalex.org/I76214153","https://openalex.org/I4210124531"]},{"raw_affiliation_string":"Gansu Province Ultrasonic Imaging Clinical Medical Research Center","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100429270","display_name":"Jie Tian","orcid":"https://orcid.org/0000-0003-0498-0432"},"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/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Tian","raw_affiliation_strings":["CAS Key Laboratory of Molecular Imaging,Institute of Automation Chinese Academy of Sciences (IACAS)","Beijing Advanced Innovation Center for Big Data-Based Precision Medicine, Beihang University","Institute of Automation Chinese Academy of Sciences (IACAS), CAS Key Laboratory of Molecular Imaging"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CAS Key Laboratory of Molecular Imaging,Institute of Automation Chinese Academy of Sciences (IACAS)","institution_ids":["https://openalex.org/I4210094879"]},{"raw_affiliation_string":"Beijing Advanced Innovation Center for Big Data-Based Precision Medicine, Beihang University","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"Institute of Automation Chinese Academy of Sciences (IACAS), CAS Key Laboratory of Molecular Imaging","institution_ids":["https://openalex.org/I4210094879","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111582345","display_name":"Fang Nie","orcid":"https://orcid.org/0009-0000-5890-1053"},"institutions":[{"id":"https://openalex.org/I4210124531","display_name":"Lanzhou University Second Hospital","ror":"https://ror.org/02erhaz63","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210124531"]},{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fang Nie","raw_affiliation_strings":["Lanzhou University Second Hospital,Department of Ultrasound","Gansu Province Medical Engineering Research Center for Intelligence Ultrasound","Gansu Province Ultrasonic Imaging Clinical Medical Research Center","Department of Ultrasound, Lanzhou University Second Hospital"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lanzhou University Second Hospital,Department of Ultrasound","institution_ids":["https://openalex.org/I76214153","https://openalex.org/I4210124531"]},{"raw_affiliation_string":"Gansu Province Medical Engineering Research Center for Intelligence Ultrasound","institution_ids":[]},{"raw_affiliation_string":"Gansu Province Ultrasonic Imaging Clinical Medical Research Center","institution_ids":[]},{"raw_affiliation_string":"Department of Ultrasound, Lanzhou University Second Hospital","institution_ids":["https://openalex.org/I76214153","https://openalex.org/I4210124531"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100366717","display_name":"Kun Wang","orcid":"https://orcid.org/0000-0003-2513-768X"},"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/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kun Wang","raw_affiliation_strings":["CAS Key Laboratory of Molecular Imaging,Institute of Automation Chinese Academy of Sciences (IACAS)","School of Artificial Intelligence, University of Chinese Academy of Sciences","Institute of Automation Chinese Academy of Sciences (IACAS), CAS Key Laboratory of Molecular Imaging"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CAS Key Laboratory of Molecular Imaging,Institute of Automation Chinese Academy of Sciences (IACAS)","institution_ids":["https://openalex.org/I4210094879"]},{"raw_affiliation_string":"School of Artificial Intelligence, University of Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Institute of Automation Chinese Academy of Sciences (IACAS), CAS Key Laboratory of Molecular Imaging","institution_ids":["https://openalex.org/I4210094879","https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.1937,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.93461308,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12015","display_name":"Photoacoustic and Ultrasonic Imaging","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12015","display_name":"Photoacoustic and Ultrasonic Imaging","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9957000017166138,"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":0.9952999949455261,"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/contrast-enhanced-ultrasound","display_name":"Contrast-enhanced ultrasound","score":0.7670333385467529},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.7241246700286865},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6750543713569641},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6573706865310669},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6233333945274353},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.46988725662231445},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.4516932964324951},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.44649118185043335},{"id":"https://openalex.org/keywords/lesion","display_name":"Lesion","score":0.44503721594810486},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4375953674316406},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.42512550950050354},{"id":"https://openalex.org/keywords/contrast","display_name":"Contrast (vision)","score":0.42347410321235657},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.42038440704345703},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.41130322217941284},{"id":"https://openalex.org/keywords/ultrasound","display_name":"Ultrasound","score":0.38866063952445984},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2757326662540436},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.06299597024917603}],"concepts":[{"id":"https://openalex.org/C2779585989","wikidata":"https://www.wikidata.org/wiki/Q500458","display_name":"Contrast-enhanced ultrasound","level":3,"score":0.7670333385467529},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.7241246700286865},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6750543713569641},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6573706865310669},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6233333945274353},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.46988725662231445},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.4516932964324951},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.44649118185043335},{"id":"https://openalex.org/C2781156865","wikidata":"https://www.wikidata.org/wiki/Q827023","display_name":"Lesion","level":2,"score":0.44503721594810486},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4375953674316406},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.42512550950050354},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.42347410321235657},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.42038440704345703},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.41130322217941284},{"id":"https://openalex.org/C143753070","wikidata":"https://www.wikidata.org/wiki/Q162564","display_name":"Ultrasound","level":2,"score":0.38866063952445984},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2757326662540436},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.06299597024917603},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","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},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/isbi52829.2022.9761594","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi52829.2022.9761594","pdf_url":null,"source":{"id":"https://openalex.org/S4363605129","display_name":"2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"},{"id":"pmh:oai:/ir.lzu.edu.cn/:262010/482108","is_oa":false,"landing_page_url":"https://ir.lzu.edu.cn/handle/262010/482108","pdf_url":null,"source":{"id":"https://openalex.org/S4406923049","display_name":"Lanzhou University Institutional Repository","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference article (CA)"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320309618","display_name":"Ministry of Science and Technology","ror":"https://ror.org/02b207r52"},{"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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2092794148","https://openalex.org/W2630837129","https://openalex.org/W2896461609","https://openalex.org/W2996779950","https://openalex.org/W3026137445","https://openalex.org/W3158966024","https://openalex.org/W6639824700","https://openalex.org/W6739696289"],"related_works":["https://openalex.org/W2385859805","https://openalex.org/W2530972254","https://openalex.org/W2560215812","https://openalex.org/W2949601986","https://openalex.org/W2069592018","https://openalex.org/W2075740387","https://openalex.org/W2788972299","https://openalex.org/W2521347458","https://openalex.org/W2498789492","https://openalex.org/W4239222040"],"abstract_inverted_index":{"Contrast-enhanced":[0],"ultrasound":[1],"(CEUS)":[2],"is":[3,25],"an":[4],"effective":[5],"imaging":[6],"tool":[7],"to":[8,32,82],"analyze":[9],"spatial-temporal":[10],"characteristics":[11],"of":[12,64,103,109],"lesions":[13,21],"and":[14,53,61,75,85,105,132],"diagnose":[15],"or":[16],"predict":[17],"diseases.":[18],"However,":[19],"delineating":[20],"frame":[22,24],"by":[23],"a":[26,45,65,122],"time-consuming":[27],"work,":[28],"which":[29],"brings":[30],"challenges":[31],"analyzing":[33],"CEUS":[34,62,67,86,115],"videos":[35],"with":[36,49,125],"deep":[37],"learning":[38],"technology.":[39],"In":[40],"this":[41],"paper,":[42],"we":[43],"proposed":[44],"novel":[46],"U-net-like":[47],"network":[48],"dual":[50],"top-down":[51],"branches":[52],"residual":[54],"connections,":[55],"named":[56],"CEUSegNet.":[57],"CEUSegNet":[58,119],"takes":[59],"US":[60,84,104],"part":[63],"dual-amplitude":[66],"image":[68],"as":[69],"inputs.":[70],"Cross-modality":[71,76],"Segmentation":[72],"Attention":[73],"(CSA)":[74],"Feature":[77],"Fusion":[78],"(CFF)":[79],"are":[80],"designed":[81],"fuse":[83],"features":[87],"on":[88,127],"multiple":[89],"scales.":[90],"Through":[91],"our":[92],"method,":[93],"lesion":[94,134],"position":[95],"can":[96,111,120],"be":[97,112],"determined":[98],"exactly":[99],"under":[100],"the":[101,107],"guidance":[102],"then":[106],"region":[108],"interest":[110],"delineated":[113],"in":[114],"image.":[116],"Results":[117],"show":[118],"achieve":[121],"comparable":[123],"performance":[124],"clinicians":[126],"metastasis":[128],"cervical":[129],"lymph":[130],"nodes":[131],"breast":[133],"dataset.":[135]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}