{"id":"https://openalex.org/W4410295084","doi":"https://doi.org/10.1109/isbi60581.2025.10981012","title":"MPR-Diff: A Self-Supervised Diffusion Model for Multi-Planar Reformation in Prostate Micro-Ultrasound Imaging","display_name":"MPR-Diff: A Self-Supervised Diffusion Model for Multi-Planar Reformation in Prostate Micro-Ultrasound Imaging","publication_year":2025,"publication_date":"2025-04-14","ids":{"openalex":"https://openalex.org/W4410295084","doi":"https://doi.org/10.1109/isbi60581.2025.10981012","pmid":"https://pubmed.ncbi.nlm.nih.gov/40421309"},"language":"en","primary_location":{"id":"doi:10.1109/isbi60581.2025.10981012","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi60581.2025.10981012","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-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/A5007540599","display_name":"Kaifeng Pang","orcid":"https://orcid.org/0009-0001-7613-6559"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Kaifeng Pang","raw_affiliation_strings":["UCLA,Department of Radiological Sciences,Los Angeles,CA,USA,90095"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UCLA,Department of Radiological Sciences,Los Angeles,CA,USA,90095","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103108672","display_name":"Qi Miao","orcid":"https://orcid.org/0000-0003-2235-8997"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Qi Miao","raw_affiliation_strings":["UCLA,Department of Radiological Sciences,Los Angeles,CA,USA,90095"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UCLA,Department of Radiological Sciences,Los Angeles,CA,USA,90095","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025247162","display_name":"Alex Ling Yu Hung","orcid":"https://orcid.org/0000-0002-2664-7430"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alex Ling Yu Hung","raw_affiliation_strings":["UCLA,Department of Radiological Sciences,Los Angeles,CA,USA,90095"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UCLA,Department of Radiological Sciences,Los Angeles,CA,USA,90095","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078276127","display_name":"Kai Zhao","orcid":"https://orcid.org/0000-0002-2496-0829"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kai Zhao","raw_affiliation_strings":["UCLA,Department of Radiological Sciences,Los Angeles,CA,USA,90095"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UCLA,Department of Radiological Sciences,Los Angeles,CA,USA,90095","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014555716","display_name":"Eunsun Oh","orcid":"https://orcid.org/0000-0001-5160-390X"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eunsun Oh","raw_affiliation_strings":["UCLA,Department of Radiological Sciences,Los Angeles,CA,USA,90095"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UCLA,Department of Radiological Sciences,Los Angeles,CA,USA,90095","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114775742","display_name":"Raymi Ramirez","orcid":null},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Raymi Ramirez","raw_affiliation_strings":["UCLA,Department of Radiological Sciences,Los Angeles,CA,USA,90095"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UCLA,Department of Radiological Sciences,Los Angeles,CA,USA,90095","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069573678","display_name":"Wayne Brisbane","orcid":"https://orcid.org/0000-0003-0470-5262"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wayne Brisbane","raw_affiliation_strings":["UCLA,Department of Urology,Los Angeles,CA,USA,90095"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UCLA,Department of Urology,Los Angeles,CA,USA,90095","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059053660","display_name":"Kyunghyun Sung","orcid":"https://orcid.org/0000-0003-4175-5322"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kyunghyun Sung","raw_affiliation_strings":["UCLA,Department of Radiological Sciences,Los Angeles,CA,USA,90095"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UCLA,Department of Radiological Sciences,Los Angeles,CA,USA,90095","institution_ids":["https://openalex.org/I161318765"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5007540599"],"corresponding_institution_ids":["https://openalex.org/I161318765"],"apc_list":null,"apc_paid":null,"fwci":0.5337,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.63314722,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"2025","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10958","display_name":"Ultrasound and Hyperthermia Applications","score":0.9332000017166138,"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/T10958","display_name":"Ultrasound and Hyperthermia Applications","score":0.9332000017166138,"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/planar","display_name":"Planar","score":0.6013203859329224},{"id":"https://openalex.org/keywords/ultrasound","display_name":"Ultrasound","score":0.5299390554428101},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48239386081695557},{"id":"https://openalex.org/keywords/diffusion","display_name":"Diffusion","score":0.4700336158275604},{"id":"https://openalex.org/keywords/ultrasound-imaging","display_name":"Ultrasound imaging","score":0.4635118246078491},{"id":"https://openalex.org/keywords/prostate","display_name":"Prostate","score":0.4479654133319855},{"id":"https://openalex.org/keywords/medical-ultrasound","display_name":"Medical ultrasound","score":0.43012890219688416},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.2308066487312317},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.21751666069030762},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.1562354862689972},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.14986082911491394},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.0679052472114563}],"concepts":[{"id":"https://openalex.org/C134786449","wikidata":"https://www.wikidata.org/wiki/Q3391255","display_name":"Planar","level":2,"score":0.6013203859329224},{"id":"https://openalex.org/C143753070","wikidata":"https://www.wikidata.org/wiki/Q162564","display_name":"Ultrasound","level":2,"score":0.5299390554428101},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48239386081695557},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.4700336158275604},{"id":"https://openalex.org/C2986892559","wikidata":"https://www.wikidata.org/wiki/Q234904","display_name":"Ultrasound imaging","level":3,"score":0.4635118246078491},{"id":"https://openalex.org/C2776235491","wikidata":"https://www.wikidata.org/wiki/Q9625","display_name":"Prostate","level":3,"score":0.4479654133319855},{"id":"https://openalex.org/C2992165143","wikidata":"https://www.wikidata.org/wiki/Q234904","display_name":"Medical ultrasound","level":3,"score":0.43012890219688416},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.2308066487312317},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.21751666069030762},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.1562354862689972},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.14986082911491394},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0679052472114563},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/isbi60581.2025.10981012","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi60581.2025.10981012","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"},{"id":"pmid:40421309","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40421309","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":"Proceedings. IEEE International Symposium on Biomedical Imaging","raw_type":null},{"id":"pmh:oai:europepmc.org:10914955","is_oa":false,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12105648","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6400111080","display_name":null,"funder_award_id":"R01-CA248506,R01-CA272702","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"}],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337666","display_name":"David Geffen School of Medicine, University of California, Los Angeles","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2084723631","https://openalex.org/W4250133764","https://openalex.org/W2391770021","https://openalex.org/W2613177006","https://openalex.org/W4390298813","https://openalex.org/W2990800024","https://openalex.org/W4247495643","https://openalex.org/W3032126157","https://openalex.org/W2182698094","https://openalex.org/W1505141495"],"abstract_inverted_index":{"Micro-ultrasound":[0],"(MicroUS)":[1],"is":[2,23,150],"a":[3,12,26,87,122],"novel":[4],"imaging":[5,51],"technology":[6],"with":[7,34,60],"the":[8,37,102,108,143],"potential":[9,144],"to":[10,56,73],"provide":[11],"low-cost":[13],"and":[14,39,66,77,125,138],"high-resolution":[15,105],"approach":[16,133],"for":[17,91],"prostate":[18,96],"cancer":[19],"diagnosis.":[20],"However,":[21],"MicroUS":[22,97],"acquired":[24,117],"in":[25,95,107],"non-uniform,":[27],"fan-shaped":[28],"sweep,":[29],"where":[30],"voxel":[31,45],"size":[32],"varies":[33],"distance":[35],"from":[36,116],"probe":[38],"across":[40],"slice":[41],"angles.":[42],"This":[43],"irregular":[44],"distribution":[46],"complicates":[47],"reformatting":[48,70],"into":[49],"other":[50,61],"planes,":[52],"making":[53],"it":[54],"challenging":[55],"conduct":[57],"joint":[58],"evaluations":[59],"modalities":[62],"such":[63],"as":[64],"MRI":[65],"histopathology.":[67],"Existing":[68],"interpolation-based":[69],"methods":[71],"lead":[72],"poor":[74],"image":[75,136],"resolution":[76,137],"introduce":[78],"severe":[79],"artifacts.":[80],"In":[81],"this":[82],"paper,":[83],"we":[84],"propose":[85],"MPR-Diff,":[86],"self-supervised":[88],"diffusion":[89],"model":[90],"super-resolution-based":[92],"multi-planar":[93],"reformation":[94],"imaging.":[98],"Our":[99],"method":[100],"addresses":[101],"lack":[103],"of":[104,147],"reference":[106],"target":[109],"plane":[110],"by":[111],"extracting":[112],"simulated":[113],"training":[114],"patches":[115],"slices.":[118],"We":[119],"performed":[120],"both":[121],"quantitative":[123],"evaluation":[124],"an":[126],"expert":[127],"reader":[128],"study,":[129],"demonstrating":[130],"that":[131],"our":[132],"significantly":[134],"enhances":[135],"reduces":[139],"artifacts,":[140],"thereby":[141],"increasing":[142],"diagnostic":[145],"value":[146],"MicroUS.":[148],"Code":[149],"available":[151],"at":[152],"https://github.com/Calvin-Pang/MPR-Diff.":[153]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-05-22T09:01:20.584952","created_date":"2025-10-10T00:00:00"}
