{"id":"https://openalex.org/W2608196322","doi":"https://doi.org/10.1109/icpr.2016.7900118","title":"Semi-supervised learning of anatomical manifolds for atlas-based segmentation of medical images","display_name":"Semi-supervised learning of anatomical manifolds for atlas-based segmentation of medical images","publication_year":2016,"publication_date":"2016-12-01","ids":{"openalex":"https://openalex.org/W2608196322","doi":"https://doi.org/10.1109/icpr.2016.7900118","mag":"2608196322"},"language":"en","primary_location":{"id":"doi:10.1109/icpr.2016.7900118","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icpr.2016.7900118","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 23rd International Conference on Pattern Recognition (ICPR)","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/A5075195058","display_name":"Magnus Borga","orcid":"https://orcid.org/0000-0002-9267-2191"},"institutions":[{"id":"https://openalex.org/I102134673","display_name":"Link\u00f6ping University","ror":"https://ror.org/05ynxx418","country_code":"SE","type":"education","lineage":["https://openalex.org/I102134673"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Magnus Borga","raw_affiliation_strings":["Dept. of Biomedical Engineering and CMIV, Link\u00f6ping University, Link\u00f6ping, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Biomedical Engineering and CMIV, Link\u00f6ping University, Link\u00f6ping, Sweden","institution_ids":["https://openalex.org/I102134673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101503195","display_name":"Thord Andersson","orcid":"https://orcid.org/0000-0002-2254-5250"},"institutions":[{"id":"https://openalex.org/I1291458624","display_name":"Swedish Defence Research Agency","ror":"https://ror.org/0470cgs30","country_code":"SE","type":"funder","lineage":["https://openalex.org/I1291458624"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Thord Andersson","raw_affiliation_strings":["Dept. of Biomedical Engineering, Swedish Defence Research Agency, Link\u00f6ping, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Biomedical Engineering, Swedish Defence Research Agency, Link\u00f6ping, Sweden","institution_ids":["https://openalex.org/I1291458624"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080761854","display_name":"Olof Dahlqvist Leinhard","orcid":"https://orcid.org/0000-0002-6189-0807"},"institutions":[{"id":"https://openalex.org/I102134673","display_name":"Link\u00f6ping University","ror":"https://ror.org/05ynxx418","country_code":"SE","type":"education","lineage":["https://openalex.org/I102134673"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Olof Dahlqvist Leinhard","raw_affiliation_strings":["Dept. of Medicine and Health and CMIV, Link\u00f6ping University, Link\u00f6ping, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Medicine and Health and CMIV, Link\u00f6ping University, Link\u00f6ping, Sweden","institution_ids":["https://openalex.org/I102134673"]}]}],"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":9,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"14","issue":null,"first_page":"3146","last_page":"3149"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9998000264167786,"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":0.9998000264167786,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9958000183105469,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9943000078201294,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/atlas","display_name":"Atlas (anatomy)","score":0.883922815322876},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7784172892570496},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7105405926704407},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6146752834320068},{"id":"https://openalex.org/keywords/ground-truth","display_name":"Ground truth","score":0.6012051105499268},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.580434262752533},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5731607675552368},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4644463360309601},{"id":"https://openalex.org/keywords/nonlinear-dimensionality-reduction","display_name":"Nonlinear dimensionality reduction","score":0.4578678607940674},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.45535141229629517},{"id":"https://openalex.org/keywords/scale-space-segmentation","display_name":"Scale-space segmentation","score":0.4533878266811371},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4497714042663574},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.44848570227622986},{"id":"https://openalex.org/keywords/anatomy","display_name":"Anatomy","score":0.15649273991584778},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.10378926992416382},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.09273597598075867},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.07259926199913025}],"concepts":[{"id":"https://openalex.org/C2776673561","wikidata":"https://www.wikidata.org/wiki/Q655357","display_name":"Atlas (anatomy)","level":2,"score":0.883922815322876},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7784172892570496},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7105405926704407},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6146752834320068},{"id":"https://openalex.org/C146849305","wikidata":"https://www.wikidata.org/wiki/Q370766","display_name":"Ground truth","level":2,"score":0.6012051105499268},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.580434262752533},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5731607675552368},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4644463360309601},{"id":"https://openalex.org/C151876577","wikidata":"https://www.wikidata.org/wiki/Q7049464","display_name":"Nonlinear dimensionality reduction","level":3,"score":0.4578678607940674},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.45535141229629517},{"id":"https://openalex.org/C65885262","wikidata":"https://www.wikidata.org/wiki/Q7429708","display_name":"Scale-space segmentation","level":4,"score":0.4533878266811371},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4497714042663574},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.44848570227622986},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.15649273991584778},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.10378926992416382},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.09273597598075867},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.07259926199913025},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icpr.2016.7900118","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icpr.2016.7900118","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 23rd International Conference on Pattern Recognition (ICPR)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1505836269","https://openalex.org/W1603002325","https://openalex.org/W1969803895","https://openalex.org/W2032398883","https://openalex.org/W2037557484","https://openalex.org/W2057332541","https://openalex.org/W2072596762","https://openalex.org/W2081319398","https://openalex.org/W2099160575","https://openalex.org/W2139357251","https://openalex.org/W2148347694","https://openalex.org/W2156718197","https://openalex.org/W2167542058","https://openalex.org/W2168188895","https://openalex.org/W2169528473","https://openalex.org/W2179618412","https://openalex.org/W2797868916","https://openalex.org/W6682755970","https://openalex.org/W6684496721"],"related_works":["https://openalex.org/W2314146950","https://openalex.org/W2011187995","https://openalex.org/W2373521488","https://openalex.org/W2324878645","https://openalex.org/W2803101231","https://openalex.org/W4284509","https://openalex.org/W2142366297","https://openalex.org/W4286914727","https://openalex.org/W3204709571","https://openalex.org/W2118381968"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,18,21,36],"novel":[4],"method":[5,13,50],"for":[6],"atlas-based":[7,76],"segmentation":[8],"of":[9,17,23,26],"medical":[10],"images.":[11],"The":[12,49],"uses":[14],"semi-supervised":[15],"learning":[16],"graph":[19],"describing":[20],"manifold":[22],"anatomical":[24],"variations":[25],"whole-body":[27,55],"images,":[28],"where":[29],"unlabelled":[30],"data":[31],"are":[32],"used":[33],"to":[34,45,74],"find":[35],"path":[37],"with":[38,59],"small":[39],"deformations":[40],"from":[41],"the":[42,46],"labelled":[43],"atlas":[44],"target":[47],"image.":[48],"is":[51],"evaluated":[52],"on":[53],"36":[54],"magnetic":[56],"resonance":[57],"images":[58],"manually":[60],"segmented":[61],"livers":[62],"as":[63],"ground":[64],"truth.":[65],"Significant":[66],"improvement":[67],"(p":[68],"<;":[69],"0.001)":[70],"was":[71],"obtained":[72],"compared":[73],"direct":[75],"registration.":[77]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}