{"id":"https://openalex.org/W4362604473","doi":"https://doi.org/10.1117/12.2654280","title":"Self-supervised learning enhanced ultrasound video thyroid nodule tracking","display_name":"Self-supervised learning enhanced ultrasound video thyroid nodule tracking","publication_year":2023,"publication_date":"2023-04-03","ids":{"openalex":"https://openalex.org/W4362604473","doi":"https://doi.org/10.1117/12.2654280"},"language":"en","primary_location":{"id":"doi:10.1117/12.2654280","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1117/12.2654280","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical Imaging 2023: Image Processing","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/A5002335834","display_name":"Ningtao Liu","orcid":"https://orcid.org/0000-0003-4486-3521"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]},{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA","CN"],"is_corresponding":true,"raw_author_name":"Ningtao Liu","raw_affiliation_strings":["Robarts Research Institute, Western Univ. (Canada); Xidian Univ. (China)"],"affiliations":[{"raw_affiliation_string":"Robarts Research Institute, Western Univ. (Canada); Xidian Univ. (China)","institution_ids":["https://openalex.org/I149594827","https://openalex.org/I125749732"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045857875","display_name":"Aaron Fenster","orcid":null},"institutions":[{"id":"https://openalex.org/I4210105758","display_name":"Robarts Clinical Trials","ror":"https://ror.org/01e36dv41","country_code":"CA","type":"facility","lineage":["https://openalex.org/I125749732","https://openalex.org/I4210105758","https://openalex.org/I4405252475"]},{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Aaron Fenster","raw_affiliation_strings":["Robarts Research Institute, Western Univ. (Canada)"],"affiliations":[{"raw_affiliation_string":"Robarts Research Institute, Western Univ. (Canada)","institution_ids":["https://openalex.org/I4210105758","https://openalex.org/I125749732"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066478302","display_name":"David Tessier","orcid":"https://orcid.org/0000-0002-9072-4621"},"institutions":[{"id":"https://openalex.org/I4210105758","display_name":"Robarts Clinical Trials","ror":"https://ror.org/01e36dv41","country_code":"CA","type":"facility","lineage":["https://openalex.org/I125749732","https://openalex.org/I4210105758","https://openalex.org/I4405252475"]},{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"David Tessier","raw_affiliation_strings":["Robarts Research Institute, Western Univ. (Canada)"],"affiliations":[{"raw_affiliation_string":"Robarts Research Institute, Western Univ. (Canada)","institution_ids":["https://openalex.org/I4210105758","https://openalex.org/I125749732"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017247607","display_name":"Shuiping Gou","orcid":"https://orcid.org/0000-0002-2619-6481"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuiping Gou","raw_affiliation_strings":["Xidian Univ. (China)"],"affiliations":[{"raw_affiliation_string":"Xidian Univ. (China)","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075528447","display_name":"Jaron Chong","orcid":"https://orcid.org/0000-0002-7416-6105"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jaron Chong","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5002335834"],"corresponding_institution_ids":["https://openalex.org/I125749732","https://openalex.org/I149594827"],"apc_list":null,"apc_paid":null,"fwci":0.1748,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.51831591,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"28","issue":null,"first_page":"117","last_page":"117"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.991100013256073,"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":0.991100013256073,"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/T12994","display_name":"Infrared Thermography in Medicine","score":0.9470999836921692,"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/computer-science","display_name":"Computer science","score":0.6755288243293762},{"id":"https://openalex.org/keywords/nodule","display_name":"Nodule (geology)","score":0.5547512769699097},{"id":"https://openalex.org/keywords/ultrasound","display_name":"Ultrasound","score":0.5352886915206909},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5233408808708191},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5105291604995728},{"id":"https://openalex.org/keywords/thyroid","display_name":"Thyroid","score":0.49179914593696594},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.48889079689979553},{"id":"https://openalex.org/keywords/thyroid-nodules","display_name":"Thyroid nodules","score":0.4448681175708771},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.33153706789016724},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.22257620096206665},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.15367799997329712},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1285087764263153},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.06909158825874329}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6755288243293762},{"id":"https://openalex.org/C2776731575","wikidata":"https://www.wikidata.org/wiki/Q2916245","display_name":"Nodule (geology)","level":2,"score":0.5547512769699097},{"id":"https://openalex.org/C143753070","wikidata":"https://www.wikidata.org/wiki/Q162564","display_name":"Ultrasound","level":2,"score":0.5352886915206909},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5233408808708191},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5105291604995728},{"id":"https://openalex.org/C526584372","wikidata":"https://www.wikidata.org/wiki/Q16399","display_name":"Thyroid","level":2,"score":0.49179914593696594},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.48889079689979553},{"id":"https://openalex.org/C2779022025","wikidata":"https://www.wikidata.org/wiki/Q53829","display_name":"Thyroid nodules","level":3,"score":0.4448681175708771},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.33153706789016724},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.22257620096206665},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.15367799997329712},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1285087764263153},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.06909158825874329},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1117/12.2654280","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1117/12.2654280","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical Imaging 2023: Image Processing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.5799999833106995,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W3086436251","https://openalex.org/W3104778224","https://openalex.org/W3164174046","https://openalex.org/W4200179413","https://openalex.org/W4236965008","https://openalex.org/W6620707391"],"related_works":["https://openalex.org/W1977408463","https://openalex.org/W2591669441","https://openalex.org/W3029276719","https://openalex.org/W3125611560","https://openalex.org/W2053849403","https://openalex.org/W2498632914","https://openalex.org/W45411538","https://openalex.org/W59410728","https://openalex.org/W2320181897","https://openalex.org/W2899112730"],"abstract_inverted_index":{"Thyroid":[0],"nodules":[1,99],"are":[2,11,69],"found":[3],"in":[4,132],"19%":[5],"to":[6,64,79,83],"67%":[7],"of":[8,21,87,104,129],"individuals":[9,22],"who":[10],"screened":[12],"for":[13,24,50,71,110,114],"thyroid":[14,25],"cancer":[15,26],"using":[16],"ultrasonography.":[17],"The":[18,74,116],"large":[19],"number":[20],"examined":[23],"is":[27,108],"placing":[28],"significant":[29],"stress":[30],"on":[31,61,93],"radiologists":[32],"and":[33,112],"the":[34,48,80,85,102,127],"healthcare":[35],"system.":[36],"Video-scale":[37],"detection":[38],"requires":[39],"more":[40],"training":[41],"data":[42,63],"than":[43],"frame-scale":[44],"detection.":[45,73,89],"To":[46],"alleviate":[47],"need":[49],"large-scale":[51],"labeled":[52],"datasets,":[53],"a":[54],"patch-scale":[55],"self-supervised":[56],"pre-training":[57],"model":[58,76,82],"was":[59,77],"trained":[60],"unlabeled":[62],"extract":[65],"patch-distinguishing":[66],"features,":[67],"which":[68,124],"crucial":[70],"object":[72],"pre-trained":[75],"transferred":[78],"video-based":[81],"improve":[84],"performance":[86,103],"nodule":[88],"Experimental":[90],"test":[91],"results":[92],"22":[94],"ultrasound":[95],"videos":[96],"containing":[97],"47":[98],"show":[100],"that":[101],"our":[105],"proposed":[106,117],"method":[107,118],"0.523":[109],"mAP@50":[111],"0.430":[113],"HOTA.":[115],"can":[119,125],"process":[120],"at":[121],"23":[122],"fps,":[123],"meet":[126],"requirements":[128],"real-time":[130],"tracking":[131],"screening":[133],"scenarios.":[134]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2025-12-24T23:09:58.560324","created_date":"2025-10-10T00:00:00"}
