{"id":"https://openalex.org/W2040711532","doi":"https://doi.org/10.1109/tbme.2014.2329057","title":"Three-Dimensional Spatiotemporal Features for Fast Content-Based Retrieval of Focal Liver Lesions","display_name":"Three-Dimensional Spatiotemporal Features for Fast Content-Based Retrieval of Focal Liver Lesions","publication_year":2014,"publication_date":"2014-06-05","ids":{"openalex":"https://openalex.org/W2040711532","doi":"https://doi.org/10.1109/tbme.2014.2329057","mag":"2040711532","pmid":"https://pubmed.ncbi.nlm.nih.gov/24919041"},"language":"en","primary_location":{"id":"doi:10.1109/tbme.2014.2329057","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbme.2014.2329057","pdf_url":null,"source":{"id":"https://openalex.org/S5240358","display_name":"IEEE Transactions on Biomedical Engineering","issn_l":"0018-9294","issn":["0018-9294","1558-2531"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Biomedical Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5022433394","display_name":"Sharmili Roy","orcid":"https://orcid.org/0000-0001-8287-6003"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Sharmili Roy","raw_affiliation_strings":["Department of Computer Science, National University of Singapore, Singapore","Department of Computer Science, National University of Singapore, Singapore,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]},{"raw_affiliation_string":"Department of Computer Science, National University of Singapore, Singapore,","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102172337","display_name":"Yanling Chi","orcid":null},"institutions":[{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]},{"id":"https://openalex.org/I4210145138","display_name":"Singapore Bioimaging Consortium","ror":"https://ror.org/046rtjc87","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I2801752549","https://openalex.org/I4210145138"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yanling Chi","raw_affiliation_strings":["Singapore Bioimaging Consortium, Agency for Science, Technology and Research, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Singapore Bioimaging Consortium, Agency for Science, Technology and Research, Singapore","institution_ids":["https://openalex.org/I4210145138","https://openalex.org/I115228651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006947964","display_name":"Jimin Liu","orcid":"https://orcid.org/0000-0003-1145-3999"},"institutions":[{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]},{"id":"https://openalex.org/I4210145138","display_name":"Singapore Bioimaging Consortium","ror":"https://ror.org/046rtjc87","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I2801752549","https://openalex.org/I4210145138"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Jimin Liu","raw_affiliation_strings":["Singapore Bioimaging Consortium, Agency for Science, Technology and Research, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Singapore Bioimaging Consortium, Agency for Science, Technology and Research, Singapore","institution_ids":["https://openalex.org/I4210145138","https://openalex.org/I115228651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070649123","display_name":"Sudhakar K. Venkatesh","orcid":"https://orcid.org/0000-0002-7514-1030"},"institutions":[{"id":"https://openalex.org/I1330342723","display_name":"Mayo Clinic","ror":"https://ror.org/02qp3tb03","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1330342723"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sudhakar K. Venkatesh","raw_affiliation_strings":["Department of Radiology, Mayo Clinic College of Medicine, Rochester, MN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Mayo Clinic College of Medicine, Rochester, MN, USA","institution_ids":["https://openalex.org/I1330342723"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5106406020","display_name":"Michael S. Brown","orcid":"https://orcid.org/0000-0002-9840-0795"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Michael S. Brown","raw_affiliation_strings":["Department of Computer Science, National University of Singapore, Singapore","Department of Computer Science, National University of Singapore, Singapore,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]},{"raw_affiliation_string":"Department of Computer Science, National University of Singapore, Singapore,","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.6687,"has_fulltext":false,"cited_by_count":53,"citation_normalized_percentile":{"value":0.92171043,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"61","issue":"11","first_page":"2768","last_page":"2778"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9991999864578247,"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":0.9991999864578247,"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":0.9987999796867371,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.979200005531311,"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/image","display_name":"Image (mathematics)","score":0.4950636923313141},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.45524802803993225},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4387398660182953},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.43246597051620483},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43082377314567566},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.42781805992126465},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3392406105995178}],"concepts":[{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4950636923313141},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.45524802803993225},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4387398660182953},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.43246597051620483},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43082377314567566},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.42781805992126465},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3392406105995178}],"mesh":[{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008113","descriptor_name":"Liver Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D008113","descriptor_name":"Liver Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D008113","descriptor_name":"Liver Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D011857","descriptor_name":"Radiographic Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D011857","descriptor_name":"Radiographic Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D011857","descriptor_name":"Radiographic Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D012660","descriptor_name":"Semantics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012660","descriptor_name":"Semantics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012660","descriptor_name":"Semantics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/tbme.2014.2329057","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbme.2014.2329057","pdf_url":null,"source":{"id":"https://openalex.org/S5240358","display_name":"IEEE Transactions on Biomedical Engineering","issn_l":"0018-9294","issn":["0018-9294","1558-2531"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Biomedical Engineering","raw_type":"journal-article"},{"id":"pmid:24919041","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/24919041","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":"IEEE transactions on bio-medical engineering","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7260959571","display_name":null,"funder_award_id":"JCO-1231BFG044","funder_id":"https://openalex.org/F4320320696","funder_display_name":"Agency for Science, Technology and Research"}],"funders":[{"id":"https://openalex.org/F4320320696","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W49146665","https://openalex.org/W1254693066","https://openalex.org/W1409791791","https://openalex.org/W1485800236","https://openalex.org/W1597050147","https://openalex.org/W1598157546","https://openalex.org/W1967097190","https://openalex.org/W1967617151","https://openalex.org/W1978190965","https://openalex.org/W1980676666","https://openalex.org/W1990592734","https://openalex.org/W2027862927","https://openalex.org/W2031534613","https://openalex.org/W2044465660","https://openalex.org/W2045733574","https://openalex.org/W2052271957","https://openalex.org/W2060501083","https://openalex.org/W2065184261","https://openalex.org/W2070896402","https://openalex.org/W2103858720","https://openalex.org/W2113180829","https://openalex.org/W2120147144","https://openalex.org/W2120877847","https://openalex.org/W2127890285","https://openalex.org/W2139954808","https://openalex.org/W2141391012","https://openalex.org/W2156260858","https://openalex.org/W2158240273","https://openalex.org/W2166474563","https://openalex.org/W2305486114","https://openalex.org/W2487258684","https://openalex.org/W4285719527","https://openalex.org/W6661989474","https://openalex.org/W6722484935"],"related_works":["https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W2317200988","https://openalex.org/W2052122378","https://openalex.org/W2544423928","https://openalex.org/W2053286651","https://openalex.org/W2181743346","https://openalex.org/W2187401768","https://openalex.org/W2181413294","https://openalex.org/W2947381795"],"abstract_inverted_index":{"Content-based":[0],"image":[1,23],"retrieval":[2,71,114,223],"systems":[3,212],"for":[4,54,111,139,165,174,239],"3-D":[5,40,105],"medical":[6],"datasets":[7],"still":[8],"largely":[9],"rely":[10],"on":[11,145],"2-D":[12,66,215],"image-based":[13,65,106],"features":[14,28,67,92,121],"extracted":[15,127],"from":[16,128],"a":[17,39,104,146],"few":[18],"representative":[19],"slices":[20],"of":[21,50,115,148,153,168,176,184],"the":[22,34,70,120,140,169,189,197,225,229],"stack.":[24],"Most":[25],"2":[26],"-D":[27],"that":[29,196,213],"are":[30,44,60,80,122,126],"currently":[31],"used":[32,62,233],"in":[33,48],"literature":[35],"not":[36],"only":[37],"model":[38],"tumor":[41,242],"incompletely":[42],"but":[43],"also":[45],"highly":[46,94],"expensive":[47],"terms":[49],"computation":[51,219],"time,":[52],"especially":[53],"high-resolution":[55],"datasets.":[56],"Radiologist-specified":[57],"semantic":[58],"labels":[59,75],"sometimes":[61],"along":[63],"with":[64],"to":[68,231,237],"improve":[69],"performance.":[72],"Since":[73],"radiological":[74],"show":[76,195],"large":[77],"interuser":[78],"variability,":[79],"often":[81],"unstructured,":[82],"and":[83,97,125,135,173,221],"require":[84],"user":[85],"interaction,":[86],"their":[87],"use":[88,214],"as":[89,234],"lesion":[90,171,185],"characterizing":[91],"is":[93,143,163,186,202],"subjective,":[95],"tedious,":[96],"slow.":[98],"In":[99],"this":[100],"paper,":[101],"we":[102],"propose":[103],"spatiotemporal":[107],"feature":[108],"extraction":[109],"framework":[110,142],"fast":[112,218],"content-based":[113],"focal":[116],"liver":[117],"lesions.":[118],"All":[119],"computer":[123],"generated":[124],"four-phase":[129],"abdominal":[130],"CT":[131],"images.":[132],"Retrieval":[133],"performance":[134],"query":[136,177,200],"processing":[137,201],"times":[138,206],"proposed":[141,198,226],"evaluated":[144],"database":[147],"44":[149],"hepatic":[150,241],"lesions":[151],"comprising":[152],"five":[154,170],"pathological":[155],"types.":[156],"Bull's":[157],"eye":[158],"percentage":[159],"score":[160],"above":[161],"85%":[162],"achieved":[164],"three":[166],"out":[167],"pathologies":[172],"98%":[175],"lesions,":[178],"at":[179],"least":[180],"one":[181],"same":[182],"type":[183],"ranked":[187],"among":[188],"top":[190],"two":[191],"retrieved":[192],"results.":[193],"Experiments":[194],"system's":[199],"more":[203],"than":[204,208],"20":[205],"faster":[207],"other":[209],"already":[210],"published":[211],"features.":[216],"With":[217],"time":[220],"high":[222],"accuracy,":[224],"system":[227],"has":[228],"potential":[230],"be":[232],"an":[235],"assistant":[236],"radiologists":[238],"routine":[240],"diagnosis.":[243]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
