{"id":"https://openalex.org/W4394593228","doi":"https://doi.org/10.1109/wacv57701.2024.00739","title":"Continual atlas-based segmentation of prostate MRI","display_name":"Continual atlas-based segmentation of prostate MRI","publication_year":2024,"publication_date":"2024-01-03","ids":{"openalex":"https://openalex.org/W4394593228","doi":"https://doi.org/10.1109/wacv57701.2024.00739"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/wacv57701.2024.00739","pdf_url":null,"source":{"id":"https://openalex.org/S4363607979","display_name":"2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)","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":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2311.00548","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5023229664","display_name":"Amin Ranem","orcid":"https://orcid.org/0000-0003-0783-6903"},"institutions":[{"id":"https://openalex.org/I31512782","display_name":"Technical University of Darmstadt","ror":"https://ror.org/05n911h24","country_code":"DE","type":"education","lineage":["https://openalex.org/I31512782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Amin Ranem","raw_affiliation_strings":["Technical University of Darmstadt"],"affiliations":[{"raw_affiliation_string":"Technical University of Darmstadt","institution_ids":["https://openalex.org/I31512782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037586236","display_name":"Camila Gonz\u00e1lez","orcid":"https://orcid.org/0000-0002-4510-7309"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Camila Gonz\u00e1lez","raw_affiliation_strings":["Stanford University"],"affiliations":[{"raw_affiliation_string":"Stanford University","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019186924","display_name":"Daniel Pinto dos Santos","orcid":"https://orcid.org/0000-0003-4785-6394"},"institutions":[{"id":"https://openalex.org/I180923762","display_name":"University of Cologne","ror":"https://ror.org/00rcxh774","country_code":"DE","type":"education","lineage":["https://openalex.org/I180923762"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Daniel Pinto dos Santos","raw_affiliation_strings":["University of Cologne"],"affiliations":[{"raw_affiliation_string":"University of Cologne","institution_ids":["https://openalex.org/I180923762"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085750528","display_name":"Andreas Bucher","orcid":"https://orcid.org/0000-0001-9194-5955"},"institutions":[{"id":"https://openalex.org/I114090438","display_name":"Goethe University Frankfurt","ror":"https://ror.org/04cvxnb49","country_code":"DE","type":"education","lineage":["https://openalex.org/I114090438"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andreas M. Bucher","raw_affiliation_strings":["University of Frankfurt"],"affiliations":[{"raw_affiliation_string":"University of Frankfurt","institution_ids":["https://openalex.org/I114090438"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101750177","display_name":"Ahmed E. Othman","orcid":"https://orcid.org/0000-0002-3827-8695"},"institutions":[{"id":"https://openalex.org/I4210094062","display_name":"University Medical Center of the Johannes Gutenberg University Mainz","ror":"https://ror.org/00q1fsf04","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210094062"]},{"id":"https://openalex.org/I197323543","display_name":"Johannes Gutenberg University Mainz","ror":"https://ror.org/023b0x485","country_code":"DE","type":"education","lineage":["https://openalex.org/I197323543"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ahmed E. Othman","raw_affiliation_strings":["University Medical Center Mainz"],"affiliations":[{"raw_affiliation_string":"University Medical Center Mainz","institution_ids":["https://openalex.org/I4210094062","https://openalex.org/I197323543"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016363044","display_name":"Anirban Mukhopadhyay","orcid":"https://orcid.org/0000-0001-8128-3521"},"institutions":[{"id":"https://openalex.org/I31512782","display_name":"Technical University of Darmstadt","ror":"https://ror.org/05n911h24","country_code":"DE","type":"education","lineage":["https://openalex.org/I31512782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Anirban Mukhopadhyay","raw_affiliation_strings":["Technical University of Darmstadt"],"affiliations":[{"raw_affiliation_string":"Technical University of Darmstadt","institution_ids":["https://openalex.org/I31512782"]}]}],"institution_assertions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.304,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"7548","last_page":"7557"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Image Segmentation Techniques","score":0.9819,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10052","display_name":"Image Segmentation Techniques","score":0.9819,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[],"concepts":[{"id":"https://openalex.org/C2776673561","wikidata":"https://www.wikidata.org/wiki/Q655357","display_name":"Atlas (anatomy)","level":2,"score":0.8404627},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.63039386},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6233437},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.53816724},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.50085545},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4620883},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.23900092},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.11345968}],"mesh":[],"locations_count":2,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/wacv57701.2024.00739","pdf_url":null,"source":{"id":"https://openalex.org/S4363607979","display_name":"2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)","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":null,"is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2311.00548","pdf_url":"https://arxiv.org/pdf/2311.00548","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2311.00548","pdf_url":"https://arxiv.org/pdf/2311.00548","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger","score":0.52}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":35,"referenced_works":["https://openalex.org/W132734906","https://openalex.org/W1545004291","https://openalex.org/W1837073842","https://openalex.org/W2028911404","https://openalex.org/W2032377318","https://openalex.org/W2049522781","https://openalex.org/W2106033751","https://openalex.org/W2109553965","https://openalex.org/W2162140684","https://openalex.org/W2560647685","https://openalex.org/W2769556951","https://openalex.org/W2770877241","https://openalex.org/W2891631795","https://openalex.org/W2954929116","https://openalex.org/W2964189064","https://openalex.org/W2980994576","https://openalex.org/W2999309192","https://openalex.org/W3011986058","https://openalex.org/W3030364939","https://openalex.org/W3095569631","https://openalex.org/W3095806163","https://openalex.org/W3097816393","https://openalex.org/W3098511564","https://openalex.org/W3099805905","https://openalex.org/W3159461618","https://openalex.org/W3171888599","https://openalex.org/W3172681723","https://openalex.org/W3194639102","https://openalex.org/W3204852163","https://openalex.org/W4223475334","https://openalex.org/W4292794837","https://openalex.org/W4295883599","https://openalex.org/W4295936673","https://openalex.org/W4296297487","https://openalex.org/W4380225114"],"related_works":["https://openalex.org/W3116076068","https://openalex.org/W2951359407","https://openalex.org/W2775347418","https://openalex.org/W2772917594","https://openalex.org/W2755342338","https://openalex.org/W2229312674","https://openalex.org/W2166024367","https://openalex.org/W2079911747","https://openalex.org/W2058170566","https://openalex.org/W1969923398"],"abstract_inverted_index":{"Continual":[0],"learning":[1],"(CL)":[2],"methods":[3,123],"designed":[4],"for":[5,16,45],"natural":[6],"image":[7,18,101],"classification":[8],"often":[9],"fail":[10],"to":[11,37,51,95,120,151,178,184],"reach":[12],"basic":[13],"quality":[14],"standards":[15],"medical":[17,26],"segmentation.":[19],"Atlas-based":[20],"segmentation,":[21],"a":[22,139],"well-established":[23],"approach":[24,91],"in":[25,124,142,158],"imaging,":[27],"incorporates":[28],"domain":[29],"knowledge":[30,127],"on":[31],"the":[32,75,108],"region":[33],"of":[34,77,126],"interest,":[35],"leading":[36],"semantically":[38],"coherent":[39],"predictions.":[40],"This":[41],"is":[42,172,194],"especially":[43],"promising":[44],"CL,":[46],"as":[47,107],"it":[48,147],"allows":[49],"us":[50],"leverage":[52],"structural":[53,156],"information":[54],"and":[55,63,162,175],"strike":[56],"an":[57,88],"optimal":[58],"balance":[59],"between":[60],"model":[61],"rigidity":[62],"plasticity":[64],"over":[65],"time.":[66],"When":[67],"combined":[68],"with":[69],"privacy-preserving":[70],"prototypes,":[71],"this":[72],"process":[73],"offers":[74],"advantages":[76],"rehearsal-based":[78],"CL":[79,122],"without":[80],"compromising":[81],"patient":[82],"privacy.":[83],"We":[84,112],"propose":[85],"Atlas":[86,170],"Replay,":[87],"atlas-based":[89],"segmentation":[90,98,134,137,189],"that":[92,103,169],"uses":[93],"prototypes":[94],"generate":[96],"high-quality":[97],"masks":[99],"through":[100],"registration":[102],"maintain":[104,185],"consistency":[105],"even":[106],"training":[109],"distribution":[110],"changes.":[111],"explore":[113],"how":[114],"our":[115],"proposed":[116],"method":[117],"performs":[118],"compared":[119],"state-of-the-art":[121],"terms":[125],"transferability":[128],"across":[129],"seven":[130],"publicly":[131],"available":[132,195],"prostate":[133,144],"datasets.":[135],"Prostate":[136],"plays":[138],"vital":[140],"role":[141],"diagnosing":[143],"cancer,":[145],"however,":[146],"poses":[148],"challenges":[149],"due":[150],"substantial":[152],"anatomical":[153],"variations,":[154],"benign":[155],"differences":[157],"older":[159],"age":[160],"groups,":[161],"fluctuating":[163],"acquisition":[164],"parameters.":[165],"Our":[166,191],"results":[167],"show":[168],"Replay":[171],"both":[173],"robust":[174],"generalizes":[176],"well":[177],"yet-unseen":[179],"domains":[180],"while":[181],"being":[182],"able":[183],"knowledge,":[186],"unlike":[187],"end-to-end":[188],"methods.":[190],"code":[192],"base":[193],"under":[196],"https://github.com/MECLabTUDA/Atlas-Replay.":[197]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4394593228","counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2024-12-03T04:59:41.487169","created_date":"2024-04-10"}