{"id":"https://openalex.org/W2536222755","doi":"https://doi.org/10.1109/embc.2016.7592201","title":"3D small structure detection in medical image using texture analysis","display_name":"3D small structure detection in medical image using texture analysis","publication_year":2016,"publication_date":"2016-08-01","ids":{"openalex":"https://openalex.org/W2536222755","doi":"https://doi.org/10.1109/embc.2016.7592201","mag":"2536222755","pmid":"https://pubmed.ncbi.nlm.nih.gov/28269719"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2016.7592201","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2016.7592201","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5101652486","display_name":"Fei Gao","orcid":"https://orcid.org/0000-0001-5675-1899"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fei Gao","raw_affiliation_strings":["School of Computing Informatics, Arizona State University, Tempe, AZ, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing Informatics, Arizona State University, Tempe, AZ, USA","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100744463","display_name":"Min Zhang","orcid":"https://orcid.org/0000-0002-8681-5889"},"institutions":[{"id":"https://openalex.org/I4210125099","display_name":"Mayo Clinic in Arizona","ror":"https://ror.org/03jp40720","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1330342723","https://openalex.org/I4210125099"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Min Zhang","raw_affiliation_strings":["Department of Radiology, Mayo Clinic, Scottsdale, AZ, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Mayo Clinic, Scottsdale, AZ, USA","institution_ids":["https://openalex.org/I4210125099"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069823101","display_name":"Teresa Wu","orcid":"https://orcid.org/0000-0002-0529-7048"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Teresa Wu","raw_affiliation_strings":["School of Computing Informatics, Arizona State University, Tempe, AZ, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing Informatics, Arizona State University, Tempe, AZ, USA","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002902508","display_name":"Kevin M. Bennett","orcid":"https://orcid.org/0000-0003-1706-4660"},"institutions":[{"id":"https://openalex.org/I117965899","display_name":"University of Hawai\u02bbi at M\u0101noa","ror":"https://ror.org/01wspgy28","country_code":"US","type":"education","lineage":["https://openalex.org/I117965899"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kevin M. Bennett","raw_affiliation_strings":["Department of Biology, University of Hawaii at Manoa, Manoa, HI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biology, University of Hawaii at Manoa, Manoa, HI, USA","institution_ids":["https://openalex.org/I117965899"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"1","issue":null,"first_page":"6433","last_page":"6436"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9984999895095825,"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":0.9984999895095825,"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":0.9975000023841858,"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":0.9962999820709229,"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/detector","display_name":"Detector","score":0.7738885879516602},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7582147121429443},{"id":"https://openalex.org/keywords/hessian-matrix","display_name":"Hessian matrix","score":0.6456395983695984},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.616376519203186},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5901897549629211},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.587658166885376},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5521315336227417},{"id":"https://openalex.org/keywords/image-texture","display_name":"Image texture","score":0.5172015428543091},{"id":"https://openalex.org/keywords/texture","display_name":"Texture (cosmology)","score":0.507675290107727},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.46128740906715393},{"id":"https://openalex.org/keywords/flatness","display_name":"Flatness (cosmology)","score":0.42119771242141724},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21710661053657532},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.196033775806427},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1526661217212677}],"concepts":[{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.7738885879516602},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7582147121429443},{"id":"https://openalex.org/C203616005","wikidata":"https://www.wikidata.org/wiki/Q620495","display_name":"Hessian matrix","level":2,"score":0.6456395983695984},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.616376519203186},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5901897549629211},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.587658166885376},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5521315336227417},{"id":"https://openalex.org/C63099799","wikidata":"https://www.wikidata.org/wiki/Q17147001","display_name":"Image texture","level":4,"score":0.5172015428543091},{"id":"https://openalex.org/C2781195486","wikidata":"https://www.wikidata.org/wiki/Q289436","display_name":"Texture (cosmology)","level":3,"score":0.507675290107727},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.46128740906715393},{"id":"https://openalex.org/C2778530986","wikidata":"https://www.wikidata.org/wiki/Q5457948","display_name":"Flatness (cosmology)","level":3,"score":0.42119771242141724},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21710661053657532},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.196033775806427},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1526661217212677},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C26405456","wikidata":"https://www.wikidata.org/wiki/Q338","display_name":"Cosmology","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":null,"qualifier_name":null,"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},{"descriptor_ui":"D051381","descriptor_name":"Rats","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D051381","descriptor_name":"Rats","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D051381","descriptor_name":"Rats","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc.2016.7592201","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2016.7592201","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:28269719","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/28269719","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":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1487444668","https://openalex.org/W1601795611","https://openalex.org/W1663973292","https://openalex.org/W1965833296","https://openalex.org/W2002903570","https://openalex.org/W2012231760","https://openalex.org/W2038472491","https://openalex.org/W2044221450","https://openalex.org/W2044465660","https://openalex.org/W2068828899","https://openalex.org/W2069463854","https://openalex.org/W2087909688","https://openalex.org/W2207662563","https://openalex.org/W2496284459","https://openalex.org/W4301621763"],"related_works":["https://openalex.org/W4360784979","https://openalex.org/W3017192027","https://openalex.org/W2204605857","https://openalex.org/W2044270176","https://openalex.org/W1996489018","https://openalex.org/W2120981610","https://openalex.org/W2007664797","https://openalex.org/W3129669851","https://openalex.org/W2345732485","https://openalex.org/W2374828682"],"abstract_inverted_index":{"Small":[0],"structure":[1],"segmentation":[2,86],"from":[3,58,150],"medical":[4,59],"images":[5,60,106,156,163],"is":[6,93,135,167],"a":[7,27,49],"challenging":[8],"problem":[9],"yet":[10],"has":[11,32],"important":[12],"applications.":[13],"Examples":[14],"are":[15,42,80,164],"labeling":[16],"cell,":[17],"lesion":[18],"and":[19,72,157,174,181,193],"glomeruli":[20],"for":[21,36],"disease":[22],"diagnosis,":[23],"just":[24],"to":[25,54,83,94,137],"name":[26],"few.":[28],"Though":[29],"extensive":[30],"research":[31,92],"proposed":[33],"various":[34],"detectors":[35,199],"this":[37,91],"type":[38],"of":[39,90,102,120,171],"problem,":[40],"most":[41],"2D":[43],"detectors.":[44],"Recently,":[45],"we":[46],"have":[47,138],"developed":[48],"Hessian":[50,126],"based":[51,127],"3D":[52,67,98,132],"detector":[53,99,128],"segment":[55],"small":[56,143],"structures":[57],"(e.g.,":[61],"MRI).":[62],"In":[63],"our":[64],"detector,":[65],"two":[66,175],"geometrical":[68],"features:":[69,177],"regional":[70],"blobness":[71],"flatness,":[73],"in":[74,141,185,191],"conjunction":[75],"with":[76,100,130],"the":[77,85,97,116,125,131,148,151,169],"intensity":[78,178],"features":[79,134],"fully":[81],"utilized":[82],"serve":[84],"purpose.":[87],"The":[88],"objective":[89],"further":[95],"improve":[96],"additions":[101],"texture":[103,133,176],"features.":[104],"Medical":[105],"contain":[107],"rich":[108],"information":[109],"which":[110],"can":[111],"be":[112],"presented":[113],"as":[114,195,197],"texture,":[115],"local":[117],"characteristics":[118],"pattern":[119],"image":[121],"intensity.":[122],"We":[123],"hypothesize":[124],"extended":[129],"expected":[136],"improved":[139],"performance":[140,184],"segmenting":[142],"structures.":[144],"To":[145],"thoroughly":[146],"evaluate":[147],"contributions":[149],"textual":[152],"features,":[153],"25":[154],"synthetic":[155,186],"6":[158],"real":[159],"world":[160],"rat":[161,201],"MR":[162,202],"studied.":[165],"It":[166],"observed":[168],"combination":[170],"intensity,":[172],"blobness,":[173],"standard":[179],"deviation":[180],"entropy":[182],"improves":[183],"dataset":[187],"by":[188],"about":[189],"19%":[190],"F-score,":[192],"performs":[194],"well":[196],"other":[198],"on":[200],"images.":[203]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
