{"id":"https://openalex.org/W2081531608","doi":"https://doi.org/10.1186/1472-6947-9-s1-s8","title":"Unified wavelet and gaussian filtering for segmentation of CT images; application in segmentation of bone in pelvic CT images","display_name":"Unified wavelet and gaussian filtering for segmentation of CT images; application in segmentation of bone in pelvic CT images","publication_year":2009,"publication_date":"2009-11-03","ids":{"openalex":"https://openalex.org/W2081531608","doi":"https://doi.org/10.1186/1472-6947-9-s1-s8","mag":"2081531608","pmid":"https://pubmed.ncbi.nlm.nih.gov/19891802"},"language":"en","primary_location":{"id":"doi:10.1186/1472-6947-9-s1-s8","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1472-6947-9-s1-s8","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/1472-6947-9-S1-S8","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/1472-6947-9-S1-S8","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5001717479","display_name":"Simina Vasilache","orcid":null},"institutions":[{"id":"https://openalex.org/I184840846","display_name":"Virginia Commonwealth University","ror":"https://ror.org/02nkdxk79","country_code":"US","type":"education","lineage":["https://openalex.org/I184840846"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Simina Vasilache","raw_affiliation_strings":["Department of Computer Science, Virginia Commonwealth University, Richmond, VA, USA. vasilaches@vcu.edu","[Department of Computer Science, Virginia Commonwealth University, Richmond, VA, USA]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Virginia Commonwealth University, Richmond, VA, USA. vasilaches@vcu.edu","institution_ids":["https://openalex.org/I184840846"]},{"raw_affiliation_string":"[Department of Computer Science, Virginia Commonwealth University, Richmond, VA, USA]","institution_ids":["https://openalex.org/I184840846"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045618287","display_name":"Kevin R. Ward","orcid":"https://orcid.org/0000-0001-5939-409X"},"institutions":[{"id":"https://openalex.org/I184840846","display_name":"Virginia Commonwealth University","ror":"https://ror.org/02nkdxk79","country_code":"US","type":"education","lineage":["https://openalex.org/I184840846"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kevin Ward","raw_affiliation_strings":["Emergency Department, School of Medicine, Virginia Commonwealth University, Richmond, VA, USA","Emergency Department, School of Medicine, Virginia Commonwealth University, Richmond, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Emergency Department, School of Medicine, Virginia Commonwealth University, Richmond, VA, USA","institution_ids":["https://openalex.org/I184840846"]},{"raw_affiliation_string":"Emergency Department, School of Medicine, Virginia Commonwealth University, Richmond, USA","institution_ids":["https://openalex.org/I184840846"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048571300","display_name":"Charles Cockrell","orcid":"https://orcid.org/0000-0003-0255-1597"},"institutions":[{"id":"https://openalex.org/I184840846","display_name":"Virginia Commonwealth University","ror":"https://ror.org/02nkdxk79","country_code":"US","type":"education","lineage":["https://openalex.org/I184840846"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Charles Cockrell","raw_affiliation_strings":["Radiology Department, School of Medicine, Virginia Commonwealth University, Richmond, VA, USA","Radiology Department, School of Medicine, Virginia Commonwealth University, Richmond, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Radiology Department, School of Medicine, Virginia Commonwealth University, Richmond, VA, USA","institution_ids":["https://openalex.org/I184840846"]},{"raw_affiliation_string":"Radiology Department, School of Medicine, Virginia Commonwealth University, Richmond, USA","institution_ids":["https://openalex.org/I184840846"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028893562","display_name":"Jonathan Ha","orcid":null},"institutions":[{"id":"https://openalex.org/I184840846","display_name":"Virginia Commonwealth University","ror":"https://ror.org/02nkdxk79","country_code":"US","type":"education","lineage":["https://openalex.org/I184840846"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jonathan Ha","raw_affiliation_strings":["Radiology Department, School of Medicine, Virginia Commonwealth University, Richmond, VA, USA","Radiology Department, School of Medicine, Virginia Commonwealth University, Richmond, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Radiology Department, School of Medicine, Virginia Commonwealth University, Richmond, VA, USA","institution_ids":["https://openalex.org/I184840846"]},{"raw_affiliation_string":"Radiology Department, School of Medicine, Virginia Commonwealth University, Richmond, USA","institution_ids":["https://openalex.org/I184840846"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067697464","display_name":"Kayvan Najarian","orcid":"https://orcid.org/0000-0003-4485-6612"},"institutions":[{"id":"https://openalex.org/I184840846","display_name":"Virginia Commonwealth University","ror":"https://ror.org/02nkdxk79","country_code":"US","type":"education","lineage":["https://openalex.org/I184840846"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kayvan Najarian","raw_affiliation_strings":["Department of Computer Science, Virginia Commonwealth University, Richmond, VA, USA","Virginia Commonwealth University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Virginia Commonwealth University, Richmond, VA, USA","institution_ids":["https://openalex.org/I184840846"]},{"raw_affiliation_string":"Virginia Commonwealth University","institution_ids":["https://openalex.org/I184840846"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5001717479"],"corresponding_institution_ids":["https://openalex.org/I184840846"],"apc_list":{"value":1570,"currency":"GBP","value_usd":1925},"apc_paid":{"value":1570,"currency":"GBP","value_usd":1925},"fwci":0.6035,"has_fulltext":true,"cited_by_count":32,"citation_normalized_percentile":{"value":0.73993639,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"9","issue":"S1","first_page":"S8","last_page":"S8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12154","display_name":"Pelvic and Acetabular Injuries","score":0.45660001039505005,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T12154","display_name":"Pelvic and Acetabular Injuries","score":0.45660001039505005,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T14510","display_name":"Medical Imaging and Analysis","score":0.14010000228881836,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10658","display_name":"Bone fractures and treatments","score":0.0544000007212162,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.7296990752220154},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6985345482826233},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6671760082244873},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6007353663444519},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5335742831230164},{"id":"https://openalex.org/keywords/histogram-equalization","display_name":"Histogram equalization","score":0.5243192911148071},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.3927903175354004},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35413986444473267},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.1909688115119934}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7296990752220154},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6985345482826233},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6671760082244873},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6007353663444519},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5335742831230164},{"id":"https://openalex.org/C136943445","wikidata":"https://www.wikidata.org/wiki/Q1970240","display_name":"Histogram equalization","level":4,"score":0.5243192911148071},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.3927903175354004},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35413986444473267},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.1909688115119934}],"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":"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":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010384","descriptor_name":"Pelvic Bones","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D010384","descriptor_name":"Pelvic Bones","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D010384","descriptor_name":"Pelvic Bones","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D010384","descriptor_name":"Pelvic Bones","qualifier_ui":"Q000293","qualifier_name":"injuries","is_major_topic":false},{"descriptor_ui":"D010384","descriptor_name":"Pelvic Bones","qualifier_ui":"Q000293","qualifier_name":"injuries","is_major_topic":false},{"descriptor_ui":"D010384","descriptor_name":"Pelvic Bones","qualifier_ui":"Q000293","qualifier_name":"injuries","is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016011","descriptor_name":"Normal Distribution","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016011","descriptor_name":"Normal Distribution","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016011","descriptor_name":"Normal Distribution","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D050723","descriptor_name":"Fractures, Bone","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D050723","descriptor_name":"Fractures, Bone","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D050723","descriptor_name":"Fractures, Bone","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1186/1472-6947-9-s1-s8","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1472-6947-9-s1-s8","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/1472-6947-9-S1-S8","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},{"id":"pmid:19891802","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/19891802","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":"BMC medical informatics and decision making","raw_type":null},{"id":"pmh:oai:scholarscompass.vcu.edu:cmsc_pubs-1014","is_oa":true,"landing_page_url":"https://scholarscompass.vcu.edu/cmsc_pubs/8","pdf_url":null,"source":{"id":"https://openalex.org/S4377196340","display_name":"VCU Scholars Compass (Virginia Commonwealth University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184840846","host_organization_name":"Virginia Commonwealth University","host_organization_lineage":["https://openalex.org/I184840846"],"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":"Computer Science Publications","raw_type":"text"},{"id":"pmh:oai:pubmedcentral.nih.gov:2773923","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/2773923","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Med Inform Decis Mak","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/1472-6947-9-s1-s8","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1472-6947-9-s1-s8","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/1472-6947-9-S1-S8","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.6700000166893005,"id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G7461942732","display_name":null,"funder_award_id":"IIS0758410","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320310298","display_name":"Carolinas HealthCare System","ror":"https://ror.org/0594s0e67"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2081531608.pdf","grobid_xml":"https://content.openalex.org/works/W2081531608.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W1514207599","https://openalex.org/W1553571094","https://openalex.org/W1560110056","https://openalex.org/W1563445832","https://openalex.org/W1591620100","https://openalex.org/W1600081969","https://openalex.org/W1991349032","https://openalex.org/W2010785420","https://openalex.org/W2032348436","https://openalex.org/W2047043716","https://openalex.org/W2047857465","https://openalex.org/W2053980954","https://openalex.org/W2067553724","https://openalex.org/W2079340687","https://openalex.org/W2086754031","https://openalex.org/W2096579040","https://openalex.org/W2098152234","https://openalex.org/W2098491658","https://openalex.org/W2104089870","https://openalex.org/W2105556527","https://openalex.org/W2111291907","https://openalex.org/W2118386984","https://openalex.org/W2130094715","https://openalex.org/W2144695055","https://openalex.org/W2147745431","https://openalex.org/W2151244857","https://openalex.org/W2156786466","https://openalex.org/W2169101840","https://openalex.org/W2561675875","https://openalex.org/W2623012778","https://openalex.org/W4253900754","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2057981026","https://openalex.org/W2256021896","https://openalex.org/W2181573213","https://openalex.org/W2398368608","https://openalex.org/W1990492110","https://openalex.org/W1583737874","https://openalex.org/W2122866860","https://openalex.org/W2024449420","https://openalex.org/W2903465195","https://openalex.org/W2015321244"],"abstract_inverted_index":{"BACKGROUND:":[0],"The":[1,80,161,225,252],"analysis":[2,102],"of":[3,17,24,52,60,110,182,217,227,236,248],"pelvic":[4,25,55,84,166,283],"CT":[5,26,56,85,167,284],"scans":[6,27],"is":[7,62,88,120,137,151,175,276],"a":[8,46,89],"crucial":[9],"step":[10],"for":[11,35,65,72,83,98,204,278],"detecting":[12],"and":[13,38,77,95,103,122,169,177,180,190,200,207,211,239,268,275],"assessing":[14,208],"the":[15,22,33,50,116,128,141,145,155,178,187,194,218,228,232,246,249,256,272],"severity":[16],"Traumatic":[18,73],"Pelvic":[19,74],"Injuries.":[20],"Automating":[21],"processing":[23],"could":[28],"impact":[29],"decision":[30,36],"accuracy,":[31],"decrease":[32],"time":[34],"making,":[37],"reduce":[39],"health":[40],"care":[41],"cost.":[42],"This":[43],"paper":[44],"discusses":[45],"method":[47,82,163,220,229,254],"to":[48,114,123,139,153,186,271],"automate":[49],"segmentation":[51,59,87,111,158,240,263,281],"bone":[53,61,86,119,157,223,262,266,280],"from":[54,282],"images.":[57,285],"Accurate":[58],"very":[63],"important":[64],"developing":[66],"an":[67],"automated":[68,81,104,219,279],"assisted-decision":[69],"support":[70],"system":[71],"Injury":[75],"diagnosis":[76],"treatment.":[78],"METHODS:":[79],"hierarchical":[90,234],"approach":[91],"that":[92,242],"combines":[93],"filtering":[94],"histogram":[96,125],"equalization,":[97],"image":[99,237,274],"enhancement,":[100],"wavelet":[101],"seeded":[105,148],"region":[106,117,149],"growing.":[107],"Initial":[108],"results":[109,216],"are":[112,184,198],"used":[113],"identify":[115],"where":[118],"present":[121],"target":[124],"equalization":[126],"towards":[127],"specific":[129],"area.":[130],"Speckle":[131],"Reducing":[132],"Anisotropic":[133],"Didffusion":[134],"(SRAD)":[135],"filter":[136],"applied":[138],"accentuate":[140],"desired":[142],"features":[143],"in":[144,193,231],"region.":[146],"Automated":[147],"growing":[150],"performed":[152],"refine":[154],"initial":[156],"results.":[159],"RESULTS:":[160],"proposed":[162,253],"automatically":[164],"processes":[165],"images":[168],"produces":[170,260],"accurate":[171,222,261],"segmentation.":[172,224],"Bone":[173],"connectivity":[174],"achieved":[176],"contours":[179],"sizes":[181],"bones":[183],"true":[185,270],"actual":[188],"contour":[189,267],"size":[191,269],"displayed":[192],"original":[195,273],"image.":[196],"Results":[197],"promising":[199],"show":[201,221],"great":[202],"potential":[203],"fracture":[205],"detection":[206],"hemorrhage":[209],"presence":[210],"severity.":[212],"CONCLUSION:":[213],"Preliminary":[214],"experimental":[215],"novelty":[226],"lies":[230],"unique":[233],"combination":[235],"enhancement":[238],"methods":[241],"aims":[243],"at":[244],"maximizing":[245],"advantages":[247],"combined":[250],"algorithms.":[251],"has":[255],"following":[257],"advantages:":[258],"it":[259],"with":[264],"maintaining":[265],"suitable":[277]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":1}],"updated_date":"2026-06-19T15:47:20.252518","created_date":"2025-10-10T00:00:00"}
