{"id":"https://openalex.org/W3000771620","doi":"https://doi.org/10.1109/cisp-bmei48845.2019.8965893","title":"Localization Bar Detection by Deep Learning in Magnetic Resonance Guided Focused Ultrasound","display_name":"Localization Bar Detection by Deep Learning in Magnetic Resonance Guided Focused Ultrasound","publication_year":2019,"publication_date":"2019-10-01","ids":{"openalex":"https://openalex.org/W3000771620","doi":"https://doi.org/10.1109/cisp-bmei48845.2019.8965893","mag":"3000771620"},"language":"en","primary_location":{"id":"doi:10.1109/cisp-bmei48845.2019.8965893","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cisp-bmei48845.2019.8965893","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 12th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)","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/A5008512568","display_name":"Enyu Li","orcid":"https://orcid.org/0000-0002-4242-4317"},"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":"Enyu Li","raw_affiliation_strings":["School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083971101","display_name":"Shengfa Zhang","orcid":"https://orcid.org/0000-0001-7980-1326"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shengfa Zhang","raw_affiliation_strings":["Shanghai Shende Medical Technology Co., Ltd, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Shende Medical Technology Co., Ltd, Shanghai, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100320969","display_name":"Sheng Chen","orcid":"https://orcid.org/0000-0001-6882-600X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sheng Chen","raw_affiliation_strings":["Shanghai Shende Medical Technology Co., Ltd, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Shende Medical Technology Co., Ltd, Shanghai, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101971516","display_name":"Bo Wei","orcid":"https://orcid.org/0000-0001-5869-4920"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bo Wei","raw_affiliation_strings":["Shanghai Shende Medical Technology Co., Ltd, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Shende Medical Technology Co., Ltd, Shanghai, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101545379","display_name":"Bo Yang","orcid":"https://orcid.org/0009-0005-7234-9804"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bo Yang","raw_affiliation_strings":["Shanghai Shende Medical Technology Co., Ltd, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Shende Medical Technology Co., Ltd, Shanghai, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100673573","display_name":"Shan Qiao","orcid":"https://orcid.org/0000-0003-3816-3414"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shan Qiao","raw_affiliation_strings":["Shanghai Shende Medical Technology Co., Ltd, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Shende Medical Technology Co., Ltd, Shanghai, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101548950","display_name":"Huaxin Lu","orcid":"https://orcid.org/0009-0005-0524-1422"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Huaxin Lu","raw_affiliation_strings":["Shanghai Shende Medical Technology Co., Ltd, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Shende Medical Technology Co., Ltd, Shanghai, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019734665","display_name":"Guofeng Shen","orcid":"https://orcid.org/0000-0002-7731-5399"},"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":"Guofeng Shen","raw_affiliation_strings":["School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5008512568"],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1958445,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"8693","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12169","display_name":"Non-Destructive Testing Techniques","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T12169","display_name":"Non-Destructive Testing Techniques","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T10662","display_name":"Ultrasonics and Acoustic Wave Propagation","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/T11949","display_name":"Nuclear Physics and Applications","score":0.9860000014305115,"subfield":{"id":"https://openalex.org/subfields/3108","display_name":"Radiation"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7041019201278687},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.673028826713562},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.6571848392486572},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6552944183349609},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6367597579956055},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6122222542762756},{"id":"https://openalex.org/keywords/bar","display_name":"Bar (unit)","score":0.5785477161407471},{"id":"https://openalex.org/keywords/ultrasound","display_name":"Ultrasound","score":0.517910897731781},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.495748370885849},{"id":"https://openalex.org/keywords/position","display_name":"Position (finance)","score":0.4863432049751282},{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.45484647154808044},{"id":"https://openalex.org/keywords/ablation","display_name":"Ablation","score":0.4404109716415405},{"id":"https://openalex.org/keywords/ultrasonic-sensor","display_name":"Ultrasonic sensor","score":0.4369676113128662},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35099363327026367},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.2009725272655487},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15993723273277283},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.14090853929519653},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.13419735431671143},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.09986880421638489},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.08790555596351624}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7041019201278687},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.673028826713562},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.6571848392486572},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6552944183349609},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6367597579956055},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6122222542762756},{"id":"https://openalex.org/C188721877","wikidata":"https://www.wikidata.org/wiki/Q103510","display_name":"Bar (unit)","level":2,"score":0.5785477161407471},{"id":"https://openalex.org/C143753070","wikidata":"https://www.wikidata.org/wiki/Q162564","display_name":"Ultrasound","level":2,"score":0.517910897731781},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.495748370885849},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.4863432049751282},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.45484647154808044},{"id":"https://openalex.org/C2778902805","wikidata":"https://www.wikidata.org/wiki/Q322177","display_name":"Ablation","level":2,"score":0.4404109716415405},{"id":"https://openalex.org/C81288441","wikidata":"https://www.wikidata.org/wiki/Q20736125","display_name":"Ultrasonic sensor","level":2,"score":0.4369676113128662},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35099363327026367},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.2009725272655487},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15993723273277283},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.14090853929519653},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.13419735431671143},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.09986880421638489},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.08790555596351624},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cisp-bmei48845.2019.8965893","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cisp-bmei48845.2019.8965893","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 12th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8899999856948853,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1522301498","https://openalex.org/W1849277567","https://openalex.org/W1861492603","https://openalex.org/W1901129140","https://openalex.org/W2000144812","https://openalex.org/W2025945038","https://openalex.org/W2037227137","https://openalex.org/W2048944905","https://openalex.org/W2130789388","https://openalex.org/W2136267489","https://openalex.org/W2194775991","https://openalex.org/W2440965843","https://openalex.org/W2565639579","https://openalex.org/W2597603852","https://openalex.org/W2618530766","https://openalex.org/W2796347433","https://openalex.org/W2900954917","https://openalex.org/W2963037989","https://openalex.org/W3105282616","https://openalex.org/W4293584584","https://openalex.org/W6639824700","https://openalex.org/W6679331380"],"related_works":["https://openalex.org/W2913786724","https://openalex.org/W2357783023","https://openalex.org/W2013863777","https://openalex.org/W2118389769","https://openalex.org/W4293226380","https://openalex.org/W4394573179","https://openalex.org/W2288263127","https://openalex.org/W3020408180","https://openalex.org/W2917979353","https://openalex.org/W4394666125"],"abstract_inverted_index":{"Magnetic":[0],"resonance":[1],"guided":[2],"focused":[3],"ultrasound":[4],"(MRgFUS)":[5],"can":[6],"focus":[7],"the":[8,36,41,50,58,61,68,73],"ultrasonic":[9],"energy":[10],"on":[11,28],"a":[12,23,78],"targeted":[13],"tissue":[14],"to":[15,34,39],"achieve":[16],"ablation.":[17],"In":[18],"this":[19],"study,":[20],"we":[21],"propose":[22],"convolutional":[24],"neural":[25],"network":[26],"(based":[27],"Tensorflow)":[29],"based":[30],"upon":[31],"deep":[32],"learning":[33],"detect":[35],"position":[37],"bars":[38],"registry":[40],"coordinate":[42],"of":[43,49,65,70,75,81],"MR":[44],"and":[45,72],"HIFU":[46],"systems,":[47],"instead":[48],"traditional":[51],"detection":[52],"algorithm.":[53],"The":[54],"results":[55],"show":[56],"that":[57],"model":[59],"achieves":[60],"average":[62],"precision":[63,69],"(AP)":[64],"95.6%":[66],"with":[67],"99.0%":[71,76],"recall":[74],"at":[77],"score":[79],"threshold":[80],"0.5.":[82]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
