{"id":"https://openalex.org/W4394002370","doi":"https://doi.org/10.1109/tmi.2024.3385408","title":"Frequency-Domain Robust PCA for Real-Time Monitoring of HIFU Treatment","display_name":"Frequency-Domain Robust PCA for Real-Time Monitoring of HIFU Treatment","publication_year":2024,"publication_date":"2024-04-05","ids":{"openalex":"https://openalex.org/W4394002370","doi":"https://doi.org/10.1109/tmi.2024.3385408","pmid":"https://pubmed.ncbi.nlm.nih.gov/38578852"},"language":"en","primary_location":{"id":"doi:10.1109/tmi.2024.3385408","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2024.3385408","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Medical Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5101946953","display_name":"Kun Yang","orcid":"https://orcid.org/0000-0002-1429-042X"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Kun Yang","raw_affiliation_strings":["School of Microelectronics, Tianjin University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"School of Microelectronics, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100429894","display_name":"Qiang Li","orcid":"https://orcid.org/0000-0001-7129-1456"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiang Li","raw_affiliation_strings":["School of Microelectronics, Tianjin University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"School of Microelectronics, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101745346","display_name":"Jiahong Xu","orcid":"https://orcid.org/0009-0005-6711-5368"},"institutions":[{"id":"https://openalex.org/I87780372","display_name":"Chongqing Medical University","ror":"https://ror.org/017z00e58","country_code":"CN","type":"education","lineage":["https://openalex.org/I87780372"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiahong Xu","raw_affiliation_strings":["State Key Laboratory of Ultrasound Engineering in Medicine, College of Biomedical Engineering, Chongqing Medical University, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Ultrasound Engineering in Medicine, College of Biomedical Engineering, Chongqing Medical University, Chongqing, China","institution_ids":["https://openalex.org/I87780372"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107985531","display_name":"Meng-Xing Tang","orcid":"https://orcid.org/0000-0001-7686-425X"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Meng-Xing Tang","raw_affiliation_strings":["Department of Bioengineering, Imperial College London, London, U.K"],"affiliations":[{"raw_affiliation_string":"Department of Bioengineering, Imperial College London, London, U.K","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101993226","display_name":"Zhibiao Wang","orcid":"https://orcid.org/0000-0001-8148-2117"},"institutions":[{"id":"https://openalex.org/I87780372","display_name":"Chongqing Medical University","ror":"https://ror.org/017z00e58","country_code":"CN","type":"education","lineage":["https://openalex.org/I87780372"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhibiao Wang","raw_affiliation_strings":["State Key Laboratory of Ultrasound Engineering in Medicine, College of Biomedical Engineering, Chongqing Medical University, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Ultrasound Engineering in Medicine, College of Biomedical Engineering, Chongqing Medical University, Chongqing, China","institution_ids":["https://openalex.org/I87780372"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009327714","display_name":"Po\u2010Hsiang Tsui","orcid":"https://orcid.org/0000-0002-5604-1800"},"institutions":[{"id":"https://openalex.org/I173093425","display_name":"Chang Gung University","ror":"https://ror.org/00d80zx46","country_code":"TW","type":"education","lineage":["https://openalex.org/I173093425"]},{"id":"https://openalex.org/I4210116208","display_name":"Linkou Chang Gung Memorial Hospital","ror":"https://ror.org/02dnn6q67","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I3020100970","https://openalex.org/I4210116208"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Po-Hsiang Tsui","raw_affiliation_strings":["Department of Medical Imaging and Radiological Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan","Department of Pediatrics, Division of Pediatric Gastroenterology, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Medical Imaging and Radiological Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan","institution_ids":["https://openalex.org/I173093425"]},{"raw_affiliation_string":"Department of Pediatrics, Division of Pediatric Gastroenterology, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan","institution_ids":["https://openalex.org/I4210116208"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091736503","display_name":"Xiaowei Zhou","orcid":"https://orcid.org/0000-0003-3768-9692"},"institutions":[{"id":"https://openalex.org/I173093425","display_name":"Chang Gung University","ror":"https://ror.org/00d80zx46","country_code":"TW","type":"education","lineage":["https://openalex.org/I173093425"]},{"id":"https://openalex.org/I87780372","display_name":"Chongqing Medical University","ror":"https://ror.org/017z00e58","country_code":"CN","type":"education","lineage":["https://openalex.org/I87780372"]}],"countries":["CN","TW"],"is_corresponding":false,"raw_author_name":"Xiaowei Zhou","raw_affiliation_strings":["Department of Medical Imaging and Radiological Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan","College of Biomedical Engineering, State Key Laboratory of Ultrasound Engineering in Medicine, Chongqing Medical University, China"],"affiliations":[{"raw_affiliation_string":"Department of Medical Imaging and Radiological Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan","institution_ids":["https://openalex.org/I173093425"]},{"raw_affiliation_string":"College of Biomedical Engineering, State Key Laboratory of Ultrasound Engineering in Medicine, Chongqing Medical University, China","institution_ids":["https://openalex.org/I87780372"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5101946953"],"corresponding_institution_ids":["https://openalex.org/I162868743"],"apc_list":null,"apc_paid":null,"fwci":0.7382,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.65813383,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"43","issue":"8","first_page":"3001","last_page":"3012"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12015","display_name":"Photoacoustic and Ultrasonic Imaging","score":1.0,"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":1.0,"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/T10727","display_name":"Ultrasound Imaging and Elastography","score":0.9998999834060669,"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/T10958","display_name":"Ultrasound and Hyperthermia Applications","score":0.9998999834060669,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/high-intensity-focused-ultrasound","display_name":"High-intensity focused ultrasound","score":0.7198856472969055},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5177428126335144},{"id":"https://openalex.org/keywords/imaging-phantom","display_name":"Imaging phantom","score":0.46810150146484375},{"id":"https://openalex.org/keywords/ultrasound","display_name":"Ultrasound","score":0.46408841013908386},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.41252806782722473},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41217291355133057},{"id":"https://openalex.org/keywords/biomedical-engineering","display_name":"Biomedical engineering","score":0.3740517795085907},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.34687545895576477},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.2283003032207489},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.20300674438476562}],"concepts":[{"id":"https://openalex.org/C2777365067","wikidata":"https://www.wikidata.org/wiki/Q564897","display_name":"High-intensity focused ultrasound","level":3,"score":0.7198856472969055},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5177428126335144},{"id":"https://openalex.org/C104293457","wikidata":"https://www.wikidata.org/wiki/Q28324852","display_name":"Imaging phantom","level":2,"score":0.46810150146484375},{"id":"https://openalex.org/C143753070","wikidata":"https://www.wikidata.org/wiki/Q162564","display_name":"Ultrasound","level":2,"score":0.46408841013908386},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.41252806782722473},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41217291355133057},{"id":"https://openalex.org/C136229726","wikidata":"https://www.wikidata.org/wiki/Q327092","display_name":"Biomedical engineering","level":1,"score":0.3740517795085907},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.34687545895576477},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.2283003032207489},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.20300674438476562}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008099","descriptor_name":"Liver","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D008099","descriptor_name":"Liver","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D008099","descriptor_name":"Liver","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D008099","descriptor_name":"Liver","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D008099","descriptor_name":"Liver","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":false},{"descriptor_ui":"D008099","descriptor_name":"Liver","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":false},{"descriptor_ui":"D008099","descriptor_name":"Liver","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":false},{"descriptor_ui":"D008099","descriptor_name":"Liver","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":false},{"descriptor_ui":"D013552","descriptor_name":"Swine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013552","descriptor_name":"Swine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013552","descriptor_name":"Swine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013552","descriptor_name":"Swine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014463","descriptor_name":"Ultrasonography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D014463","descriptor_name":"Ultrasonography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D014463","descriptor_name":"Ultrasonography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D014463","descriptor_name":"Ultrasonography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019047","descriptor_name":"Phantoms, Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019047","descriptor_name":"Phantoms, Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019047","descriptor_name":"Phantoms, Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019047","descriptor_name":"Phantoms, Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D025341","descriptor_name":"Principal Component Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D025341","descriptor_name":"Principal Component Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D025341","descriptor_name":"Principal Component Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D025341","descriptor_name":"Principal Component Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057086","descriptor_name":"High-Intensity Focused Ultrasound Ablation","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D057086","descriptor_name":"High-Intensity Focused Ultrasound Ablation","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D057086","descriptor_name":"High-Intensity Focused Ultrasound Ablation","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D057086","descriptor_name":"High-Intensity Focused Ultrasound Ablation","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/tmi.2024.3385408","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2024.3385408","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Medical Imaging","raw_type":"journal-article"},{"id":"pmid:38578852","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38578852","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on medical imaging","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1239900575","display_name":null,"funder_award_id":"12304508","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5020975689","display_name":null,"funder_award_id":"22JCZDJC00220","funder_id":"https://openalex.org/F4320323993","funder_display_name":"Natural Science Foundation of Tianjin City"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320323993","display_name":"Natural Science Foundation of Tianjin City","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W760756486","https://openalex.org/W1968478153","https://openalex.org/W1996689976","https://openalex.org/W2010226999","https://openalex.org/W2019103299","https://openalex.org/W2019917007","https://openalex.org/W2052981193","https://openalex.org/W2063297932","https://openalex.org/W2064076313","https://openalex.org/W2067615544","https://openalex.org/W2129684581","https://openalex.org/W2129733029","https://openalex.org/W2145962650","https://openalex.org/W2164098335","https://openalex.org/W2209389572","https://openalex.org/W2260287702","https://openalex.org/W2432161044","https://openalex.org/W2460256069","https://openalex.org/W2485356424","https://openalex.org/W2744575051","https://openalex.org/W2900776435","https://openalex.org/W2919234133","https://openalex.org/W2979028048","https://openalex.org/W3032072573","https://openalex.org/W3214230004","https://openalex.org/W3214239694","https://openalex.org/W4205148696","https://openalex.org/W4213451190","https://openalex.org/W4223653257","https://openalex.org/W4225725374","https://openalex.org/W4226404958","https://openalex.org/W6929385289"],"related_works":["https://openalex.org/W2333115645","https://openalex.org/W4253921921","https://openalex.org/W2417440389","https://openalex.org/W2681997681","https://openalex.org/W4244157427","https://openalex.org/W2007135548","https://openalex.org/W2917935963","https://openalex.org/W3164202441","https://openalex.org/W2093309763","https://openalex.org/W2357177413"],"abstract_inverted_index":{"High":[0],"intensity":[1],"focused":[2,226],"ultrasound":[3,113,227],"(HIFU)":[4],"is":[5,28],"a":[6,74,105],"thriving":[7],"non-invasive":[8],"technique":[9],"for":[10,35],"thermal":[11],"ablation":[12],"of":[13,30,118,170,221],"tumors,":[14],"but":[15],"significant":[16],"challenges":[17],"remain":[18],"in":[19,39,168,205],"its":[20,48],"real-time":[21],"monitoring":[22,36,206],"with":[23,111,124],"medical":[24],"imaging.":[25],"Ultrasound":[26],"imaging":[27,33,114],"one":[29],"the":[31,43,61,66,84,88,100,119,125,133,142,151,161,171,177,185,196,207,217],"main":[32],"modalities":[34],"HIFU":[37,57,85,107,139,198,208,222],"surgery":[38],"organs":[40],"other":[41,225],"than":[42],"brain,":[44],"mainly":[45],"due":[46],"to":[47,82,98,154,158,176,194,215],"good":[49],"temporal":[50],"resolution.":[51],"However,":[52],"strong":[53,197],"acoustic":[54,199],"interference":[55,86,140],"from":[56,87,141],"irradiation":[58,209],"severely":[59],"obscures":[60],"B-mode":[62,90,143,179],"images":[63,163],"and":[64,93,211,219,224],"compromises":[65],"monitoring.":[67],"To":[68],"address":[69],"this":[70],"problem,":[71],"we":[72],"proposed":[73,101],"frequency-domain":[75],"robust":[76],"principal":[77],"component":[78],"analysis":[79],"(FRPCA)":[80],"method":[81,102,121,135,187],"separate":[83],"contaminated":[89],"images.":[91,180],"Ex-vivo":[92],"in-vivo":[94],"experiments":[95],"were":[96],"conducted":[97],"validate":[99],"based":[103],"on":[104],"clinical":[106],"therapy":[108],"system":[109],"combined":[110],"an":[112,165,189],"platform.":[115],"The":[116],"performance":[117],"FRPCA":[120,134,186],"was":[122],"compared":[123],"conventional":[126],"notch":[127],"filtering":[128],"method.":[129],"Results":[130],"demonstrated":[131],"that":[132,184],"can":[136],"effectively":[137],"remove":[138,195],"images,":[144,160],"which":[145],"allowed":[146],"HIFU-induced":[147],"grayscale":[148],"changes":[149],"at":[150],"focal":[152],"region":[153],"be":[155],"recovered.":[156],"Compared":[157],"notch-filtered":[159],"FRPCA-processed":[162],"showed":[164],"8.9%":[166],"improvement":[167],"terms":[169],"structural":[172],"similarity":[173],"(SSIM)":[174],"index":[175],"uncontaminated":[178],"These":[181],"findings":[182],"demonstrate":[183],"presents":[188],"effective":[190],"signal":[191],"processing":[192],"framework":[193],"interference,":[200],"obtains":[201],"better":[202],"dynamic":[203],"visualization":[204],"process,":[210],"offers":[212],"great":[213],"potential":[214],"improve":[216],"efficacy":[218],"safety":[220],"treatment":[223],"related":[228],"applications.":[229]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}