{"id":"https://openalex.org/W2133286777","doi":"https://doi.org/10.1109/embc.2013.6610342","title":"Application of fuzzy skeletonization ot quantitatively assess trabecular bone micro-architecture","display_name":"Application of fuzzy skeletonization ot quantitatively assess trabecular bone micro-architecture","publication_year":2013,"publication_date":"2013-07-01","ids":{"openalex":"https://openalex.org/W2133286777","doi":"https://doi.org/10.1109/embc.2013.6610342","mag":"2133286777","pmid":"https://pubmed.ncbi.nlm.nih.gov/24110529"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2013.6610342","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2013.6610342","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-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/A5027768127","display_name":"Dakai Jin","orcid":"https://orcid.org/0000-0002-4806-2943"},"institutions":[{"id":"https://openalex.org/I126307644","display_name":"University of Iowa","ror":"https://ror.org/036jqmy94","country_code":"US","type":"education","lineage":["https://openalex.org/I126307644"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dakai Jin","raw_affiliation_strings":["University of Iowa, Iowa City, USA","University of Iowa; Iowa City; IA; USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Iowa, Iowa City, USA","institution_ids":["https://openalex.org/I126307644"]},{"raw_affiliation_string":"University of Iowa; Iowa City; IA; USA","institution_ids":["https://openalex.org/I126307644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109012562","display_name":"Yinxiao Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I126307644","display_name":"University of Iowa","ror":"https://ror.org/036jqmy94","country_code":"US","type":"education","lineage":["https://openalex.org/I126307644"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yinxiao Liu","raw_affiliation_strings":["University of Iowa, Iowa City, USA","University of Iowa; Iowa City; IA; USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Iowa, Iowa City, USA","institution_ids":["https://openalex.org/I126307644"]},{"raw_affiliation_string":"University of Iowa; Iowa City; IA; USA","institution_ids":["https://openalex.org/I126307644"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033203259","display_name":"Punam K. Saha","orcid":"https://orcid.org/0000-0003-1576-118X"},"institutions":[{"id":"https://openalex.org/I126307644","display_name":"University of Iowa","ror":"https://ror.org/036jqmy94","country_code":"US","type":"education","lineage":["https://openalex.org/I126307644"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Punam K. Saha","raw_affiliation_strings":["University of Iowa, Iowa City, USA","University of Iowa; Iowa City; IA; USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Iowa, Iowa City, USA","institution_ids":["https://openalex.org/I126307644"]},{"raw_affiliation_string":"University of Iowa; Iowa City; IA; USA","institution_ids":["https://openalex.org/I126307644"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.16591494,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"2013","issue":null,"first_page":"3682","last_page":"3685"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12923","display_name":"Digital Image Processing Techniques","score":0.9994000196456909,"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/T12923","display_name":"Digital Image Processing Techniques","score":0.9994000196456909,"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":0.9940999746322632,"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/T10356","display_name":"Orthodontics and Dentofacial Orthopedics","score":0.9829000234603882,"subfield":{"id":"https://openalex.org/subfields/3505","display_name":"Orthodontics"},"field":{"id":"https://openalex.org/fields/35","display_name":"Dentistry"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/skeletonization","display_name":"Skeletonization","score":0.9640517234802246},{"id":"https://openalex.org/keywords/pruning","display_name":"Pruning","score":0.7559211254119873},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6192945241928101},{"id":"https://openalex.org/keywords/osteoporosis","display_name":"Osteoporosis","score":0.5576514601707458},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48081743717193604},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4448273479938507},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.42357584834098816},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35572704672813416},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2279750108718872},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.13069823384284973},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.09394717216491699},{"id":"https://openalex.org/keywords/botany","display_name":"Botany","score":0.08286148309707642}],"concepts":[{"id":"https://openalex.org/C23951316","wikidata":"https://www.wikidata.org/wiki/Q1984140","display_name":"Skeletonization","level":2,"score":0.9640517234802246},{"id":"https://openalex.org/C108010975","wikidata":"https://www.wikidata.org/wiki/Q500094","display_name":"Pruning","level":2,"score":0.7559211254119873},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6192945241928101},{"id":"https://openalex.org/C2776541429","wikidata":"https://www.wikidata.org/wiki/Q165328","display_name":"Osteoporosis","level":2,"score":0.5576514601707458},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48081743717193604},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4448273479938507},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.42357584834098816},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35572704672813416},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2279750108718872},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.13069823384284973},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.09394717216491699},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.08286148309707642}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001842","descriptor_name":"Bone and Bones","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001842","descriptor_name":"Bone and Bones","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001842","descriptor_name":"Bone and Bones","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001842","descriptor_name":"Bone and Bones","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D001842","descriptor_name":"Bone and Bones","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D001842","descriptor_name":"Bone and Bones","qualifier_ui":"Q000502","qualifier_name":"physiology","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":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D015519","descriptor_name":"Bone Density","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015519","descriptor_name":"Bone Density","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015519","descriptor_name":"Bone Density","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055114","descriptor_name":"X-Ray Microtomography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D055114","descriptor_name":"X-Ray Microtomography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D055114","descriptor_name":"X-Ray Microtomography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc.2013.6610342","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2013.6610342","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:24110529","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/24110529","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":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.8199999928474426}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1965930865","https://openalex.org/W1975918152","https://openalex.org/W1989409369","https://openalex.org/W1995215698","https://openalex.org/W2033748578","https://openalex.org/W2033971804","https://openalex.org/W2048250502","https://openalex.org/W2070914367","https://openalex.org/W2074871274","https://openalex.org/W2091392134","https://openalex.org/W2111064390","https://openalex.org/W2128839247","https://openalex.org/W2132131517","https://openalex.org/W2138997396","https://openalex.org/W2339440304","https://openalex.org/W3159914786","https://openalex.org/W6703669283"],"related_works":["https://openalex.org/W2132416234","https://openalex.org/W2118553688","https://openalex.org/W2092783742","https://openalex.org/W2292955152","https://openalex.org/W2376130299","https://openalex.org/W4220907282","https://openalex.org/W1603323139","https://openalex.org/W41790368","https://openalex.org/W4385227480","https://openalex.org/W4389665518"],"abstract_inverted_index":{"Adult":[0],"bone":[1,25,38,45,148,169],"diseases,":[2],"especially":[3],"osteoporosis,":[4],"lead":[5],"to":[6,70,117,130,145],"increased":[7],"risk":[8],"of":[9,36,44,59,65,74,87,142,165],"fracture":[10,48],"associated":[11],"with":[12,161,168],"substantial":[13],"morbidity,":[14],"mortality,":[15],"and":[16,47,107,137,156,178],"financial":[17],"costs.":[18],"Clinically,":[19],"osteoporosis":[20],"is":[21,40,77,101,121,128,150],"defined":[22],"by":[23],"low":[24],"mineral":[26],"density;":[27],"however,":[28],"increasing":[29],"evidence":[30],"suggests":[31],"that":[32,62],"the":[33,85,124,140,157,162],"micro-architectural":[34,119],"quality":[35],"trabecular":[37],"(TB)":[39],"an":[41,52,96],"important":[42,53],"determinant":[43],"strength":[46,149,170],"risk.":[49],"Skeletonization":[50],"plays":[51],"role":[54],"providing":[55],"a":[56,108],"compact":[57],"representation":[58],"TB":[60,71,118,132],"network":[61],"allows":[63],"computation":[64],"several":[66],"quantitative":[67],"parameters":[68],"relating":[69],"micro-architecture.":[72],"Literature":[73],"three-dimensional":[75],"skeletonization":[76,88,100,126],"quite":[78],"matured":[79],"for":[80,89,98],"binary":[81],"digital":[82],"objects.":[83],"However,":[84],"challenges":[86],"fuzzy":[90,99,104,125],"objects":[91],"are":[92,159],"mostly":[93],"unanswered.":[94],"Here,":[95],"algorithm":[97,127],"presented":[102],"using":[103],"grassfire":[105],"propagation":[106],"branch-level":[109],"noise":[110],"pruning":[111],"strategy":[112],"and,":[113],"finally,":[114],"its":[115],"application":[116],"assessment":[120],"investigated.":[122],"Specifically,":[123],"applied":[129],"compute":[131],"plateness,":[133],"plate/rod":[134],"ratio,":[135],"thickness,":[136],"spacing.":[138],"Finally,":[139],"effectiveness":[141],"these":[143],"measures":[144],"predict":[146],"experimental":[147],"investigated":[151],"on":[152],"twelve":[153],"cadaveric":[154],"specimens":[155],"results":[158],"encouraging":[160],"R(2)":[163],"value":[164],"linear":[166],"correlation":[167],"being":[171],"as":[172,174],"high":[173],"0.93,":[175],"0.88,":[176],"0.85":[177],"0.86,":[179],"respectively.":[180]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
