{"id":"https://openalex.org/W2060013847","doi":"https://doi.org/10.1109/nabic.2009.5393702","title":"Application of Artificial Neural Network in identification of lung diseases","display_name":"Application of Artificial Neural Network in identification of lung diseases","publication_year":2009,"publication_date":"2009-01-01","ids":{"openalex":"https://openalex.org/W2060013847","doi":"https://doi.org/10.1109/nabic.2009.5393702","mag":"2060013847"},"language":"en","primary_location":{"id":"doi:10.1109/nabic.2009.5393702","is_oa":false,"landing_page_url":"https://doi.org/10.1109/nabic.2009.5393702","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 World Congress on Nature &amp; Biologically Inspired Computing (NaBIC)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"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/A5033972584","display_name":"S. Gunasundari","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"S. Gunasundari","raw_affiliation_strings":["Department of CSE, Velammal College of Engineering and Technology, Chennai, India","Dept. of CSE, Velammal Engineering College Chennai, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of CSE, Velammal College of Engineering and Technology, Chennai, India","institution_ids":[]},{"raw_affiliation_string":"Dept. of CSE, Velammal Engineering College Chennai, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084060804","display_name":"S. Baskar","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"S. Baskar","raw_affiliation_strings":["Department of CSE, Velammal College of Engineering and Technology, Chennai, India","Dept. of CSE, Velammal Engineering College Chennai, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of CSE, Velammal College of Engineering and Technology, Chennai, India","institution_ids":[]},{"raw_affiliation_string":"Dept. of CSE, Velammal Engineering College Chennai, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.2947,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.85505882,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1441","last_page":"1444"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"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/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9847000241279602,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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-neural-network","display_name":"Artificial neural network","score":0.7952431440353394},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7041656970977783},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6119661331176758},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.560150682926178},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.557062566280365},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.531548261642456},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5171151161193848},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4637594223022461},{"id":"https://openalex.org/keywords/lung","display_name":"Lung","score":0.41557133197784424},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2858582139015198},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1617799699306488}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7952431440353394},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7041656970977783},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6119661331176758},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.560150682926178},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.557062566280365},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.531548261642456},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5171151161193848},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4637594223022461},{"id":"https://openalex.org/C2777714996","wikidata":"https://www.wikidata.org/wiki/Q7886","display_name":"Lung","level":2,"score":0.41557133197784424},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2858582139015198},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1617799699306488},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/nabic.2009.5393702","is_oa":false,"landing_page_url":"https://doi.org/10.1109/nabic.2009.5393702","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 World Congress on Nature &amp; Biologically Inspired Computing (NaBIC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1920384404","https://openalex.org/W1966847100","https://openalex.org/W1995734887","https://openalex.org/W2003362427","https://openalex.org/W2036800987","https://openalex.org/W2054648089","https://openalex.org/W2056616543","https://openalex.org/W2105790404","https://openalex.org/W2115224104","https://openalex.org/W2120085308","https://openalex.org/W2140775860","https://openalex.org/W2164388560","https://openalex.org/W2249673003","https://openalex.org/W2298785857"],"related_works":["https://openalex.org/W4379231730","https://openalex.org/W4389858081","https://openalex.org/W2391251536","https://openalex.org/W2501551404","https://openalex.org/W4385583601","https://openalex.org/W4298131179","https://openalex.org/W2113201962","https://openalex.org/W2362198218","https://openalex.org/W1982750869","https://openalex.org/W1522196789"],"abstract_inverted_index":{"Artificial":[0],"Neural":[1,30],"Networks":[2],"(ANN)":[3],"is":[4,14,41,82,105,115,129,141,186],"currently":[5],"a":[6,46,66,85,124,144,158],"hot":[7],"research":[8],"area":[9],"in":[10,25,34],"medicine":[11],"and":[12,94,121,173],"it":[13,174],"believed":[15],"that":[16,75,151],"they":[17],"will":[18],"receive":[19],"extensive":[20],"application":[21],"to":[22,44,51,60,69,77,83,95,107,117,131,179,188],"biomedical":[23],"systems":[24],"the":[26,53,62,71,91,97,133,152,170,180,190],"next":[27],"few":[28],"years.":[29],"networks":[31],"are":[32],"ideal":[33],"recognizing":[35],"diseases":[36],"using":[37],"scans":[38],"since":[39],"there":[40],"no":[42],"need":[43],"provide":[45],"specific":[47],"algorithm":[48,59,88,155],"on":[49,157],"how":[50],"identify":[52,189],"disease.":[54],"This":[55],"paper":[56],"describes":[57],"an":[58],"separate":[61,96,108],"lung":[63,92,99,192],"tissue":[64,110],"from":[65,112,143,169],"Chest":[67],"CT":[68],"reduce":[70],"amount":[72],"of":[73,126,161],"data":[74],"needs":[76],"be":[78],"analyzed.":[79],"Our":[80,147],"goal":[81],"have":[84],"fully":[86],"automatic":[87],"for":[89,139],"segmenting":[90],"tissue,":[93],"two":[98],"sides":[100],"as":[101,177],"well.":[102],"The":[103,136,164,183],"image":[104],"thresholded":[106],"low-density":[109],"(lungs)":[111],"fat.":[113],"Cleaning":[114],"performed":[116],"remove":[118],"air,":[119],"noise":[120],"airways.":[122],"Finally,":[123],"sequence":[125],"morphological":[127],"operations":[128],"used":[130,138,187],"smooth":[132],"irregular":[134],"boundary.":[135],"database":[137],"evaluation":[140,149],"taken":[142],"radiology-teaching":[145],"file.":[146],"current":[148],"shows":[150],"applied":[153],"segmentation":[154],"works":[156],"large":[159],"number":[160],"different":[162],"cases.":[163],"textural":[165],"features":[166],"were":[167],"extracted":[168],"segmented":[171],"lungs":[172],"was":[175],"given":[176],"input":[178],"BPN":[181],"network.":[182],"neural":[184],"network":[185],"various":[191],"diseases.":[193]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":3},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
