{"id":"https://openalex.org/W2088171042","doi":"https://doi.org/10.1117/12.2006082","title":"Patch-based label fusion using local confidence-measures and weak segmentations","display_name":"Patch-based label fusion using local confidence-measures and weak segmentations","publication_year":2013,"publication_date":"2013-03-13","ids":{"openalex":"https://openalex.org/W2088171042","doi":"https://doi.org/10.1117/12.2006082","mag":"2088171042"},"language":"en","primary_location":{"id":"doi:10.1117/12.2006082","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2006082","pdf_url":null,"source":{"id":"https://openalex.org/S183492911","display_name":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","issn_l":"0277-786X","issn":["0277-786X","1996-756X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315543","host_organization_name":"SPIE","host_organization_lineage":["https://openalex.org/P4310315543"],"host_organization_lineage_names":["SPIE"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SPIE Proceedings","raw_type":"proceedings-article"},"type":"conference-paper","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/A5034782328","display_name":"Andr\u00e9 Mastmeyer","orcid":"https://orcid.org/0000-0003-0561-8363"},"institutions":[{"id":"https://openalex.org/I9341345","display_name":"University of L\u00fcbeck","ror":"https://ror.org/00t3r8h32","country_code":"DE","type":"education","lineage":["https://openalex.org/I9341345"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andr\u00e9 Mastmeyer","raw_affiliation_strings":["Univ. of L\u00fcbeck (Germany)","University of L\u00fcbeck,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. of L\u00fcbeck (Germany)","institution_ids":["https://openalex.org/I9341345"]},{"raw_affiliation_string":"University of L\u00fcbeck,Germany","institution_ids":["https://openalex.org/I9341345"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056271657","display_name":"Dirk Fortmeier","orcid":null},"institutions":[{"id":"https://openalex.org/I9341345","display_name":"University of L\u00fcbeck","ror":"https://ror.org/00t3r8h32","country_code":"DE","type":"education","lineage":["https://openalex.org/I9341345"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Dirk Fortmeier","raw_affiliation_strings":["Univ. of L\u00fcbeck (Germany)","University of L\u00fcbeck,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. of L\u00fcbeck (Germany)","institution_ids":["https://openalex.org/I9341345"]},{"raw_affiliation_string":"University of L\u00fcbeck,Germany","institution_ids":["https://openalex.org/I9341345"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024107025","display_name":"Ehsan Maghsoudi","orcid":null},"institutions":[{"id":"https://openalex.org/I9341345","display_name":"University of L\u00fcbeck","ror":"https://ror.org/00t3r8h32","country_code":"DE","type":"education","lineage":["https://openalex.org/I9341345"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ehsan Maghsoudi","raw_affiliation_strings":["Univ. of L\u00fcbeck (Germany)","University of L\u00fcbeck,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. of L\u00fcbeck (Germany)","institution_ids":["https://openalex.org/I9341345"]},{"raw_affiliation_string":"University of L\u00fcbeck,Germany","institution_ids":["https://openalex.org/I9341345"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101998539","display_name":"Mart\u00edn Sim\u00f3n","orcid":"https://orcid.org/0000-0001-6393-2938"},"institutions":[{"id":"https://openalex.org/I4210112713","display_name":"University Hospital Schleswig-Holstein","ror":"https://ror.org/01tvm6f46","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210112713"]},{"id":"https://openalex.org/I9341345","display_name":"University of L\u00fcbeck","ror":"https://ror.org/00t3r8h32","country_code":"DE","type":"education","lineage":["https://openalex.org/I9341345"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Martin Simon","raw_affiliation_strings":["Univ. Medical Ctr. Schleswig-Holstein (Germany)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. Medical Ctr. Schleswig-Holstein (Germany)","institution_ids":["https://openalex.org/I4210112713","https://openalex.org/I9341345"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013972125","display_name":"Heinz Handels","orcid":"https://orcid.org/0000-0002-3499-4328"},"institutions":[{"id":"https://openalex.org/I9341345","display_name":"University of L\u00fcbeck","ror":"https://ror.org/00t3r8h32","country_code":"DE","type":"education","lineage":["https://openalex.org/I9341345"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Heinz Handels","raw_affiliation_strings":["Univ. of L\u00fcbeck (Germany)","University of L\u00fcbeck,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. of L\u00fcbeck (Germany)","institution_ids":["https://openalex.org/I9341345"]},{"raw_affiliation_string":"University of L\u00fcbeck,Germany","institution_ids":["https://openalex.org/I9341345"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"8669","issue":null,"first_page":"86691N","last_page":"86691N"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9988999962806702,"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":"Medical Image Segmentation Techniques","score":0.9988999962806702,"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"}},{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11324","display_name":"Spectroscopy Techniques in Biomedical and Chemical Research","score":0.98580002784729,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7822376489639282},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7431796789169312},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7416031360626221},{"id":"https://openalex.org/keywords/voxel","display_name":"Voxel","score":0.70650315284729},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.6500575542449951},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6286053657531738},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5058095455169678},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4709768295288086},{"id":"https://openalex.org/keywords/atlas","display_name":"Atlas (anatomy)","score":0.4314552843570709},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.08661141991615295}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7822376489639282},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7431796789169312},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7416031360626221},{"id":"https://openalex.org/C54170458","wikidata":"https://www.wikidata.org/wiki/Q663554","display_name":"Voxel","level":2,"score":0.70650315284729},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.6500575542449951},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6286053657531738},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5058095455169678},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4709768295288086},{"id":"https://openalex.org/C2776673561","wikidata":"https://www.wikidata.org/wiki/Q655357","display_name":"Atlas (anatomy)","level":2,"score":0.4314552843570709},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.08661141991615295},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1117/12.2006082","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2006082","pdf_url":null,"source":{"id":"https://openalex.org/S183492911","display_name":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","issn_l":"0277-786X","issn":["0277-786X","1996-756X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315543","host_organization_name":"SPIE","host_organization_lineage":["https://openalex.org/P4310315543"],"host_organization_lineage_names":["SPIE"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SPIE Proceedings","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W38089536","https://openalex.org/W1991113069","https://openalex.org/W2010587020","https://openalex.org/W2068579052","https://openalex.org/W2107956652","https://openalex.org/W2113137767","https://openalex.org/W2148347694","https://openalex.org/W2163595993","https://openalex.org/W2182544468"],"related_works":["https://openalex.org/W1669643531","https://openalex.org/W2122581818","https://openalex.org/W1631910785","https://openalex.org/W2159066190","https://openalex.org/W2739874619","https://openalex.org/W2110230079","https://openalex.org/W2117933325","https://openalex.org/W2117664411","https://openalex.org/W1721780360","https://openalex.org/W1507266234"],"abstract_inverted_index":{"A":[0,36],"system":[1],"for":[2,101,177,182],"the":[3,8,33,46,56,66,70,78,87,106,113,131,139,143,155,178,183],"fully":[4],"automatic":[5],"segmentation":[6,18,64,75],"of":[7,48,65,94,133,138,152,175],"liver":[9,179],"and":[10,180],"spleen":[11],"is":[12,43,97,118,130],"presented.":[13],"In":[14,51,166],"a":[15,52,62,98,102,123,147,171],"multi-atlas":[16],"based":[17,30],"framework,":[19],"several":[20],"existing":[21],"segmentations":[22,58,90],"are":[23,59],"deformed":[24,88],"in":[25,69,105,122],"parallel":[26],"to":[27,61,110,112,160],"image":[28],"intensity":[29],"registrations":[31],"targeting":[32],"unseen":[34,71,140],"patient.":[35,72],"new":[37,128],"locally":[38,134],"adaptive":[39],"label":[40,108,163],"fusion":[41,82,144,164],"method":[42,157],"presented":[44],"as":[45],"core":[47],"this":[49],"paper.":[50],"patch":[53,95],"comparison":[54,96],"approach,":[55],"transformed":[57],"compared":[60],"weak":[63,74],"target":[67],"organ":[68],"The":[73,92,127],"roughly":[76],"estimates":[77],"hidden":[79],"truth.":[80],"Traditional":[81],"approaches":[83],"just":[84],"rely":[85],"on":[86],"expert":[89],"only.":[91],"result":[93],"confidence":[99,136],"weight":[100],"neighboring":[103],"voxel-label":[104],"atlas":[107],"images":[109],"contribute":[111],"voxel":[114],"under":[115],"study.":[116],"Fusion":[117],"finally":[119],"carried":[120],"out":[121],"weighted":[124],"averaging":[125],"scheme.":[126],"contribution":[129],"incorporation":[132],"determined":[135],"features":[137],"patient":[141],"into":[142],"process.":[145],"For":[146],"small":[148],"experimental":[149],"set-up":[150],"consisting":[151],"12":[153],"patients,":[154],"proposed":[156],"performs":[158],"favorable":[159],"standard":[161],"classifier":[162],"methods.":[165],"leave-one-out":[167],"experiments,":[168],"we":[169],"obtain":[170],"mean":[172],"Dice":[173],"ratio":[174],"0.92":[176],"0.82":[181],"spleen.":[184]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}