{"id":"https://openalex.org/W2604825574","doi":"https://doi.org/10.3233/978-1-61499-484-8-2044","title":"Detection and Classification of MS Lesions in Multispectral MR Images","display_name":"Detection and Classification of MS Lesions in Multispectral MR Images","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2604825574","doi":"https://doi.org/10.3233/978-1-61499-484-8-2044","mag":"2604825574"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-61499-484-8-2044","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-484-8-2044","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","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/A5076634427","display_name":"Hsian\u2010Min Chen","orcid":"https://orcid.org/0000-0002-8409-3237"},"institutions":[{"id":"https://openalex.org/I95858998","display_name":"Hungkuang University","ror":"https://ror.org/02f2vsx71","country_code":"TW","type":"education","lineage":["https://openalex.org/I95858998"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chen Hsian-Min","raw_affiliation_strings":["Hungkuang University, Taichung, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hungkuang University, Taichung, Taiwan","institution_ids":["https://openalex.org/I95858998"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Chai Jyh-Wen","orcid":null},"institutions":[{"id":"https://openalex.org/I184693016","display_name":"China Medical University","ror":"https://ror.org/00v408z34","country_code":"TW","type":"education","lineage":["https://openalex.org/I184693016"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chai Jyh-Wen","raw_affiliation_strings":["China Medical University, Taichung, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Medical University, Taichung, Taiwan","institution_ids":["https://openalex.org/I184693016"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Chen Clayton Chi-Chang","orcid":null},"institutions":[{"id":"https://openalex.org/I882009436","display_name":"Central Taiwan University of Science and Technology","ror":"https://ror.org/03d4d3711","country_code":"TW","type":"education","lineage":["https://openalex.org/I882009436"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chen Clayton Chi-Chang","raw_affiliation_strings":["Central Taiwan University of Science and Technology, Taichung, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central Taiwan University of Science and Technology, Taichung, Taiwan","institution_ids":["https://openalex.org/I882009436"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085257044","display_name":"Yen\u2010Chieh Ouyang","orcid":"https://orcid.org/0000-0002-4221-2787"},"institutions":[{"id":"https://openalex.org/I162838928","display_name":"National Chung Hsing University","ror":"https://ror.org/05vn3ca78","country_code":"TW","type":"education","lineage":["https://openalex.org/I162838928"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ouyang Yen-Chieh","raw_affiliation_strings":["National Chung Hsing University, Taichung, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Chung Hsing University, Taichung, Taiwan","institution_ids":["https://openalex.org/I162838928"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101133468","display_name":"Ching\u2010Wen Yang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yang Ching-Wen","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111804027","display_name":"San-Kan Lee","orcid":null},"institutions":[{"id":"https://openalex.org/I91279580","display_name":"Chung Shan Medical University","ror":"https://ror.org/059ryjv25","country_code":"TW","type":"education","lineage":["https://openalex.org/I91279580"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Lee San-Kan","raw_affiliation_strings":["Chung Shan Medical University, Taichung, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chung Shan Medical University, Taichung, Taiwan","institution_ids":["https://openalex.org/I91279580"]}]},{"author_position":"last","author":{"id":null,"display_name":"Chang Chein-I","orcid":null},"institutions":[{"id":"https://openalex.org/I79272384","display_name":"University of Maryland, Baltimore County","ror":"https://ror.org/02qskvh78","country_code":"US","type":"education","lineage":["https://openalex.org/I79272384"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chang Chein-I","raw_affiliation_strings":["University of Maryland, Baltimore County, Baltimore, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Maryland, Baltimore County, Baltimore, United States","institution_ids":["https://openalex.org/I79272384"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.47270306,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2044","last_page":"2049"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.8708999752998352,"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"}},"topics":[{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.8708999752998352,"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.8134999871253967,"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/T12994","display_name":"Infrared Thermography in Medicine","score":0.7281000018119812,"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/multispectral-image","display_name":"Multispectral image","score":0.8658016920089722},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.43034231662750244},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4108356833457947},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.376953661441803},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3281632661819458},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.3270421326160431}],"concepts":[{"id":"https://openalex.org/C173163844","wikidata":"https://www.wikidata.org/wiki/Q1761440","display_name":"Multispectral image","level":2,"score":0.8658016920089722},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.43034231662750244},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4108356833457947},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.376953661441803},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3281632661819458},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3270421326160431}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3233/978-1-61499-484-8-2044","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-484-8-2044","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},{"id":"mag:2604825574","is_oa":false,"landing_page_url":"https://dblp.uni-trier.de/db/conf/intcompsymp/ics2014.html#ChenCCOYLC14","pdf_url":null,"source":{"id":"https://openalex.org/S4306419857","display_name":"International Conference on Supercomputing","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":null,"raw_source_name":"International Conference on Supercomputing","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4318664220","https://openalex.org/W2771047279","https://openalex.org/W4388409104","https://openalex.org/W2124951708","https://openalex.org/W1544811710","https://openalex.org/W172072032","https://openalex.org/W2006066416","https://openalex.org/W2308616044","https://openalex.org/W1482410789"],"abstract_inverted_index":{"Quantitative":[0],"analysis":[1,29],"of":[2,30,53],"patients":[3],"with":[4],"multiple":[5],"sclerosis":[6],"(MS)":[7],"is":[8,34,42,83],"an":[9],"important":[10],"issue":[11],"in":[12,93],"both":[13],"diagnosis":[14],"and":[15,86],"therapy":[16],"monitoring.":[17],"We":[18],"propose":[19],"a":[20,54,63,84],"new":[21],"spectral":[22,88],"signature":[23],"detection":[24,92],"approach":[25],"for":[26,90],"quantitative":[27],"volumetric":[28],"multispectral":[31,94],"MRI.":[32,95],"It":[33],"called":[35],"constrained":[36],"energy":[37],"minimization":[38],"(CEM)":[39],"method,":[40],"which":[41],"derived":[43],"from":[44],"the":[45,80],"hyperspectral":[46],"imaging":[47],"processing.":[48],"The":[49,76],"CEM":[50,81],"makes":[51],"use":[52],"finite":[55],"impulse":[56],"response":[57],"(FIR)":[58],"filter":[59],"to":[60],"linearly":[61],"constrain":[62],"desired":[64],"object":[65],"while":[66],"minimizing":[67],"interfering":[68],"effects":[69],"caused":[70],"by":[71],"other":[72],"unknown":[73],"signal":[74],"sources.":[75],"results":[77],"show":[78],"that":[79],"method":[82],"promising":[85],"effective":[87],"technique":[89],"lesions":[91]},"counts_by_year":[],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2017-04-14T00:00:00"}