{"id":"https://openalex.org/W2012982728","doi":"https://doi.org/10.1155/2011/241396","title":"Biomedical Imaging Modality Classification Using Combined Visual Features and Textual Terms","display_name":"Biomedical Imaging Modality Classification Using Combined Visual Features and Textual Terms","publication_year":2011,"publication_date":"2011-01-01","ids":{"openalex":"https://openalex.org/W2012982728","doi":"https://doi.org/10.1155/2011/241396","mag":"2012982728","pmid":"https://pubmed.ncbi.nlm.nih.gov/21912534"},"language":"en","primary_location":{"id":"doi:10.1155/2011/241396","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2011/241396","pdf_url":"https://downloads.hindawi.com/journals/ijbi/2011/241396.pdf","source":{"id":"https://openalex.org/S108408918","display_name":"International Journal of Biomedical Imaging","issn_l":"1687-4188","issn":["1687-4188","1687-4196"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Biomedical Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://downloads.hindawi.com/journals/ijbi/2011/241396.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086851360","display_name":"Xian\u2010Hua Han","orcid":"https://orcid.org/0000-0002-5003-3180"},"institutions":[{"id":"https://openalex.org/I135768898","display_name":"Ritsumeikan University","ror":"https://ror.org/0197nmd03","country_code":"JP","type":"education","lineage":["https://openalex.org/I135768898","https://openalex.org/I4390039241"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Xian-Hua Han","raw_affiliation_strings":["College of Information Science and Engineering, Ritsumeikan University, Kusatsu-Shi, 525-8577, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Ritsumeikan University, Kusatsu-Shi, 525-8577, Japan","institution_ids":["https://openalex.org/I135768898"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044216245","display_name":"Yen\u2010Wei Chen","orcid":"https://orcid.org/0000-0002-5952-0188"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]},{"id":"https://openalex.org/I135768898","display_name":"Ritsumeikan University","ror":"https://ror.org/0197nmd03","country_code":"JP","type":"education","lineage":["https://openalex.org/I135768898","https://openalex.org/I4390039241"]}],"countries":["JP","US"],"is_corresponding":false,"raw_author_name":"Yen-Wei Chen","raw_affiliation_strings":["College of Information Science and Engineering, Ritsumeikan University, Kusatsu-Shi, 525-8577, Japan","College of Information Sciences and Technology, The Pennsylvania State University, University Park, PA 16802, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Ritsumeikan University, Kusatsu-Shi, 525-8577, Japan","institution_ids":["https://openalex.org/I135768898"]},{"raw_affiliation_string":"College of Information Sciences and Technology, The Pennsylvania State University, University Park, PA 16802, USA","institution_ids":["https://openalex.org/I130769515"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5086851360"],"corresponding_institution_ids":["https://openalex.org/I135768898"],"apc_list":{"value":925,"currency":"USD","value_usd":925},"apc_paid":{"value":925,"currency":"USD","value_usd":925},"fwci":0.5482,"has_fulltext":true,"cited_by_count":15,"citation_normalized_percentile":{"value":0.72454865,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"2011","issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification 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/T10824","display_name":"Image Retrieval and Classification 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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9976999759674072,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9714999794960022,"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":0.8175488710403442},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7690516114234924},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.7098369598388672},{"id":"https://openalex.org/keywords/local-binary-patterns","display_name":"Local binary patterns","score":0.7007697820663452},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.6541421413421631},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.617945671081543},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5227206349372864},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.49414923787117004},{"id":"https://openalex.org/keywords/margin","display_name":"Margin (machine learning)","score":0.47459930181503296},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.46070969104766846},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.45995059609413147},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4568522572517395},{"id":"https://openalex.org/keywords/vocabulary","display_name":"Vocabulary","score":0.41549813747406006},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.25250914692878723},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1174674928188324}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8175488710403442},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7690516114234924},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.7098369598388672},{"id":"https://openalex.org/C87335442","wikidata":"https://www.wikidata.org/wiki/Q2494345","display_name":"Local binary patterns","level":4,"score":0.7007697820663452},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.6541421413421631},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.617945671081543},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5227206349372864},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.49414923787117004},{"id":"https://openalex.org/C774472","wikidata":"https://www.wikidata.org/wiki/Q6760393","display_name":"Margin (machine learning)","level":2,"score":0.47459930181503296},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.46070969104766846},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.45995059609413147},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4568522572517395},{"id":"https://openalex.org/C2777601683","wikidata":"https://www.wikidata.org/wiki/Q6499736","display_name":"Vocabulary","level":2,"score":0.41549813747406006},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.25250914692878723},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1174674928188324},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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":4,"locations":[{"id":"doi:10.1155/2011/241396","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2011/241396","pdf_url":"https://downloads.hindawi.com/journals/ijbi/2011/241396.pdf","source":{"id":"https://openalex.org/S108408918","display_name":"International Journal of Biomedical Imaging","issn_l":"1687-4188","issn":["1687-4188","1687-4196"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Biomedical Imaging","raw_type":"journal-article"},{"id":"pmid:21912534","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/21912534","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International journal of biomedical imaging","raw_type":null},{"id":"pmh:oai:doaj.org/article:76fbf5af179546578fa29e2bce4ff562","is_oa":true,"landing_page_url":"https://doaj.org/article/76fbf5af179546578fa29e2bce4ff562","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Biomedical Imaging, Vol 2011 (2011)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:2176918","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/3170788","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1155/2011/241396","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2011/241396","pdf_url":"https://downloads.hindawi.com/journals/ijbi/2011/241396.pdf","source":{"id":"https://openalex.org/S108408918","display_name":"International Journal of Biomedical Imaging","issn_l":"1687-4188","issn":["1687-4188","1687-4196"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Biomedical Imaging","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.7200000286102295,"display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G1372515250","display_name":null,"funder_award_id":"22103513","funder_id":"https://openalex.org/F4320320912","funder_display_name":"Ministry of Education, Culture, Sports, Science and Technology"},{"id":"https://openalex.org/G1870559478","display_name":"Statistical Volume Models of Human Anatomy and Their Applications to Computer Aided Diagnostics","funder_award_id":"21300070","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G2200035556","display_name":null,"funder_award_id":"21300070","funder_id":"https://openalex.org/F4320320912","funder_display_name":"Ministry of Education, Culture, Sports, Science and Technology"},{"id":"https://openalex.org/G5409426710","display_name":null,"funder_award_id":"22103513","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"}],"funders":[{"id":"https://openalex.org/F4320320912","display_name":"Ministry of Education, Culture, Sports, Science and Technology","ror":"https://ror.org/048rj2z13"},{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"},{"id":"https://openalex.org/F4320335401","display_name":"Ritsumeikan Global Innovation Research Organization, Ritsumeikan University","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2012982728.pdf","grobid_xml":"https://content.openalex.org/works/W2012982728.grobid-xml"},"referenced_works_count":15,"referenced_works":["https://openalex.org/W34512926","https://openalex.org/W1545570250","https://openalex.org/W1625255723","https://openalex.org/W2008297189","https://openalex.org/W2014918341","https://openalex.org/W2053673812","https://openalex.org/W2094794667","https://openalex.org/W2099414070","https://openalex.org/W2107925163","https://openalex.org/W2113180829","https://openalex.org/W2124787778","https://openalex.org/W2140019410","https://openalex.org/W2151103935","https://openalex.org/W2162915993","https://openalex.org/W2917052689"],"related_works":["https://openalex.org/W2581696209","https://openalex.org/W2020430625","https://openalex.org/W2044065526","https://openalex.org/W2058306460","https://openalex.org/W2955952267","https://openalex.org/W2076436625","https://openalex.org/W2083564146","https://openalex.org/W2148428954","https://openalex.org/W2049095871","https://openalex.org/W1973365736"],"abstract_inverted_index":{"We":[0],"describe":[1],"an":[2],"approach":[3],"for":[4,46,107,111,132],"the":[5,15,28,38,54,84,100,136,148],"automatic":[6],"modality":[7,47,115,138,150],"classification":[8],"in":[9,135],"medical":[10,34],"image":[11,19,82,93],"retrieval":[12,20],"task":[13],"of":[14,30,60,81,87],"2010":[16],"CLEF":[17],"cross-language":[18],"campaign":[21],"(ImageCLEF).":[22],"This":[23],"paper":[24],"is":[25,95,130,145],"focused":[26],"on":[27],"process":[29],"feature":[31,45,80],"extraction":[32],"from":[33,53,92],"images":[35],"and":[36,43,66,72,120,124],"fuses":[37],"different":[39,101],"extracted":[40],"visual":[41,51],"features":[42,52,71,102],"textual":[44,79],"classification.":[48,109],"To":[49],"extract":[50],"images,":[55],"we":[56,98],"used":[57,131],"histogram":[58,74,86],"descriptor":[59],"edge,":[61],"gray,":[62],"or":[63,122],"color":[64],"intensity":[65],"block-based":[67],"variation":[68],"as":[69,75,118],"global":[70],"SIFT":[73],"local":[76,128],"feature.":[77],"For":[78],"representation,":[83],"binary":[85],"some":[88,112],"predefined":[89],"vocabulary":[90],"words":[91],"captions":[94],"used.":[96],"Then,":[97],"combine":[99],"using":[103],"normalized":[104],"kernel":[105],"functions":[106],"SVM":[108],"Furthermore,":[110],"easy":[113],"misclassified":[114],"pairs":[116],"such":[117],"CT":[119],"MR":[121],"PET":[123],"NM":[125],"modalities,":[126],"a":[127],"classifier":[129],"distinguishing":[133],"samples":[134],"pair":[137],"to":[139],"improve":[140],"performance.":[141],"The":[142],"proposed":[143],"strategy":[144],"evaluated":[146],"with":[147],"provided":[149],"dataset":[151],"by":[152],"ImageCLEF":[153],"2010.":[154]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}