{"id":"https://openalex.org/W1598282443","doi":"https://doi.org/10.1007/11548706_39","title":"A Hybrid Approach to MR Imaging Segmentation Using Unsupervised Clustering and Approximate Reducts","display_name":"A Hybrid Approach to MR Imaging Segmentation Using Unsupervised Clustering and Approximate Reducts","publication_year":2005,"publication_date":"2005-01-01","ids":{"openalex":"https://openalex.org/W1598282443","doi":"https://doi.org/10.1007/11548706_39","mag":"1598282443"},"language":"en","primary_location":{"id":"doi:10.1007/11548706_39","is_oa":false,"landing_page_url":"https://doi.org/10.1007/11548706_39","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5057412952","display_name":"Sebastian Widz","orcid":"https://orcid.org/0000-0003-1949-447X"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Sebastian Widz","raw_affiliation_strings":["Deforma Sebastian Widz, Warsaw, Poland"],"affiliations":[{"raw_affiliation_string":"Deforma Sebastian Widz, Warsaw, Poland","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056770224","display_name":"Kenneth Revett","orcid":null},"institutions":[{"id":"https://openalex.org/I94951947","display_name":"University of Westminster","ror":"https://ror.org/04ycpbx82","country_code":"GB","type":"education","lineage":["https://openalex.org/I94951947"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Kenneth Revett","raw_affiliation_strings":["University of Westminster, London, UK"],"affiliations":[{"raw_affiliation_string":"University of Westminster, London, UK","institution_ids":["https://openalex.org/I94951947"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057541763","display_name":"Dominik \u015al\u0229zak","orcid":"https://orcid.org/0000-0003-2453-4974"},"institutions":[{"id":"https://openalex.org/I194028371","display_name":"University of Regina","ror":"https://ror.org/03dzc0485","country_code":"CA","type":"education","lineage":["https://openalex.org/I194028371"]},{"id":"https://openalex.org/I3017851245","display_name":"Polish-Japanese Academy of Information Technology","ror":"https://ror.org/01v542j61","country_code":"PL","type":"education","lineage":["https://openalex.org/I3017851245"]}],"countries":["CA","PL"],"is_corresponding":false,"raw_author_name":"Dominik \u015ale\u0327zak","raw_affiliation_strings":["Department of Computer Science, University of Regina, Regina, SK, S4S 0A2 Canada, Polish-Japanese Institute of Information Technology, Koszykowa 86, 02-008 Warsaw, P.O. Box, Poland","University of Regina, Regina, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Regina, Regina, SK, S4S 0A2 Canada, Polish-Japanese Institute of Information Technology, Koszykowa 86, 02-008 Warsaw, P.O. Box, Poland","institution_ids":["https://openalex.org/I3017851245","https://openalex.org/I194028371"]},{"raw_affiliation_string":"University of Regina, Regina, Canada","institution_ids":["https://openalex.org/I194028371"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5057412952"],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.7101,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.84863124,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"372","last_page":"382"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9926999807357788,"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":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7293537855148315},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7115464210510254},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7112599611282349},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7016525864601135},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.651587188243866},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5235390663146973},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.4532930552959442},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4262772798538208},{"id":"https://openalex.org/keywords/k-means-clustering","display_name":"k-means clustering","score":0.4199877977371216},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.32844677567481995}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7293537855148315},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7115464210510254},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7112599611282349},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7016525864601135},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.651587188243866},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5235390663146973},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.4532930552959442},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4262772798538208},{"id":"https://openalex.org/C207968372","wikidata":"https://www.wikidata.org/wiki/Q310401","display_name":"k-means clustering","level":3,"score":0.4199877977371216},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.32844677567481995},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/11548706_39","is_oa":false,"landing_page_url":"https://doi.org/10.1007/11548706_39","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.7699999809265137,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W8978006","https://openalex.org/W38218484","https://openalex.org/W107910782","https://openalex.org/W1488780701","https://openalex.org/W1512861028","https://openalex.org/W1526500914","https://openalex.org/W1541580970","https://openalex.org/W1549982694","https://openalex.org/W1557923305","https://openalex.org/W1586066135","https://openalex.org/W1992367773","https://openalex.org/W2019683809","https://openalex.org/W2021216225","https://openalex.org/W2045986827","https://openalex.org/W2049204733","https://openalex.org/W2091298464","https://openalex.org/W2099801199","https://openalex.org/W2109928907","https://openalex.org/W2110076977","https://openalex.org/W2112282447","https://openalex.org/W2127899612","https://openalex.org/W2130367040","https://openalex.org/W2140804420","https://openalex.org/W2142183404","https://openalex.org/W2146895224","https://openalex.org/W2154345794","https://openalex.org/W2165401422","https://openalex.org/W2166843422","https://openalex.org/W2487846537","https://openalex.org/W2500062327","https://openalex.org/W4300886904","https://openalex.org/W6684276203"],"related_works":["https://openalex.org/W1522196789","https://openalex.org/W2390267673","https://openalex.org/W2120258591","https://openalex.org/W2378227553","https://openalex.org/W1584028106","https://openalex.org/W2113424041","https://openalex.org/W2385548616","https://openalex.org/W4313193953","https://openalex.org/W2967215460","https://openalex.org/W1789480965"],"abstract_inverted_index":null,"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2012,"cited_by_count":2}],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2025-10-10T00:00:00"}