{"id":"https://openalex.org/W2154921173","doi":"https://doi.org/10.1155/2015/267807","title":"Statistical Analysis of Haralick Texture Features to Discriminate Lung Abnormalities","display_name":"Statistical Analysis of Haralick Texture Features to Discriminate Lung Abnormalities","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2154921173","doi":"https://doi.org/10.1155/2015/267807","mag":"2154921173","pmid":"https://pubmed.ncbi.nlm.nih.gov/26557845"},"language":"en","primary_location":{"id":"doi:10.1155/2015/267807","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2015/267807","pdf_url":"https://downloads.hindawi.com/journals/ijbi/2015/267807.pdf","source":{"id":"https://openalex.org/S108408918","display_name":"International Journal of Biomedical Imaging","issn_l":"1687-4188","issn":["1687-4188","1687-4196"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Biomedical Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://downloads.hindawi.com/journals/ijbi/2015/267807.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083739808","display_name":"Nourhan Zayed","orcid":"https://orcid.org/0000-0003-2187-181X"},"institutions":[{"id":"https://openalex.org/I4210156128","display_name":"Electronics Research Institute","ror":"https://ror.org/0532wcf75","country_code":"EG","type":"facility","lineage":["https://openalex.org/I4210094263","https://openalex.org/I4210156128"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Nourhan Zayed","raw_affiliation_strings":["Computer & Systems Department, Electronics Research Institute, Cairo 12611, Egypt"],"affiliations":[{"raw_affiliation_string":"Computer & Systems Department, Electronics Research Institute, Cairo 12611, Egypt","institution_ids":["https://openalex.org/I4210156128"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024185455","display_name":"Heba A. Elnemr","orcid":"https://orcid.org/0000-0001-9637-6982"},"institutions":[{"id":"https://openalex.org/I4210156128","display_name":"Electronics Research Institute","ror":"https://ror.org/0532wcf75","country_code":"EG","type":"facility","lineage":["https://openalex.org/I4210094263","https://openalex.org/I4210156128"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Heba A. Elnemr","raw_affiliation_strings":["Computer & Systems Department, Electronics Research Institute, Cairo 12611, Egypt"],"affiliations":[{"raw_affiliation_string":"Computer & Systems Department, Electronics Research Institute, Cairo 12611, Egypt","institution_ids":["https://openalex.org/I4210156128"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5083739808"],"corresponding_institution_ids":["https://openalex.org/I4210156128"],"apc_list":{"value":900,"currency":"USD","value_usd":900},"apc_paid":{"value":900,"currency":"USD","value_usd":900},"fwci":7.2803,"has_fulltext":true,"cited_by_count":129,"citation_normalized_percentile":{"value":0.97482966,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"2015","issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9923999905586243,"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"}},"topics":[{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9923999905586243,"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/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":0.9800000190734863,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9588000178337097,"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/abnormality","display_name":"Abnormality","score":0.8295848965644836},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.671457052230835},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.643680214881897},{"id":"https://openalex.org/keywords/lung","display_name":"Lung","score":0.6241794228553772},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5574620962142944},{"id":"https://openalex.org/keywords/texture","display_name":"Texture (cosmology)","score":0.5536600947380066},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5361400246620178},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.49945664405822754},{"id":"https://openalex.org/keywords/pulmonary-edema","display_name":"Pulmonary edema","score":0.480254203081131},{"id":"https://openalex.org/keywords/contrast","display_name":"Contrast (vision)","score":0.4425334632396698},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.41140690445899963},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.3920024335384369},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.3418375849723816},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.1756991744041443},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.101237952709198}],"concepts":[{"id":"https://openalex.org/C50965678","wikidata":"https://www.wikidata.org/wiki/Q2724302","display_name":"Abnormality","level":2,"score":0.8295848965644836},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.671457052230835},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.643680214881897},{"id":"https://openalex.org/C2777714996","wikidata":"https://www.wikidata.org/wiki/Q7886","display_name":"Lung","level":2,"score":0.6241794228553772},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5574620962142944},{"id":"https://openalex.org/C2781195486","wikidata":"https://www.wikidata.org/wiki/Q289436","display_name":"Texture (cosmology)","level":3,"score":0.5536600947380066},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5361400246620178},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.49945664405822754},{"id":"https://openalex.org/C2776468924","wikidata":"https://www.wikidata.org/wiki/Q857667","display_name":"Pulmonary edema","level":3,"score":0.480254203081131},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.4425334632396698},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.41140690445899963},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.3920024335384369},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.3418375849723816},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.1756991744041443},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.101237952709198},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1155/2015/267807","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2015/267807","pdf_url":"https://downloads.hindawi.com/journals/ijbi/2015/267807.pdf","source":{"id":"https://openalex.org/S108408918","display_name":"International Journal of Biomedical Imaging","issn_l":"1687-4188","issn":["1687-4188","1687-4196"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Biomedical Imaging","raw_type":"journal-article"},{"id":"pmid:26557845","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26557845","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":"International journal of biomedical imaging","raw_type":null},{"id":"pmh:oai:doaj.org/article:8399c625b9464e6cabb0be877ed09715","is_oa":true,"landing_page_url":"https://doaj.org/article/8399c625b9464e6cabb0be877ed09715","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Biomedical Imaging, Vol 2015 (2015)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:3613195","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4617884","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"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":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1155/2015/267807","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2015/267807","pdf_url":"https://downloads.hindawi.com/journals/ijbi/2015/267807.pdf","source":{"id":"https://openalex.org/S108408918","display_name":"International Journal of Biomedical Imaging","issn_l":"1687-4188","issn":["1687-4188","1687-4196"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Biomedical Imaging","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.75,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320309626","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28"},{"id":"https://openalex.org/F4320337351","display_name":"National Cancer Institute","ror":"https://ror.org/040gcmg81"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2154921173.pdf","grobid_xml":"https://content.openalex.org/works/W2154921173.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W103182844","https://openalex.org/W1553437616","https://openalex.org/W1984119766","https://openalex.org/W2006265748","https://openalex.org/W2016606566","https://openalex.org/W2044465660","https://openalex.org/W2055394811","https://openalex.org/W2059432853","https://openalex.org/W2086724299","https://openalex.org/W2092899638","https://openalex.org/W2117053341","https://openalex.org/W2118002060","https://openalex.org/W2119857651","https://openalex.org/W2141905927","https://openalex.org/W2144628669","https://openalex.org/W2154396394","https://openalex.org/W2183216656","https://openalex.org/W2329921324","https://openalex.org/W2533373659","https://openalex.org/W2566863750","https://openalex.org/W6940593862"],"related_works":["https://openalex.org/W4247543202","https://openalex.org/W4243456421","https://openalex.org/W4240842027","https://openalex.org/W2417397217","https://openalex.org/W2355857550","https://openalex.org/W3093256375","https://openalex.org/W1841421040","https://openalex.org/W2896815346","https://openalex.org/W3028882978","https://openalex.org/W1487766990"],"abstract_inverted_index":{"The":[0,67],"Haralick":[1,89],"texture":[2,90],"features":[3,41,91,143],"are":[4,70,144],"a":[5],"well-known":[6],"mathematical":[7],"method":[8],"to":[9,18,21,83,92],"detect":[10,93],"the":[11,16,19,23,39,44,48,85,94,97,100,105,115,123,130,135,142],"lung":[12,28,57],"abnormalities":[13],"and":[14,76,87,110,137],"give":[15],"opportunity":[17],"physician":[20],"localize":[22],"abnormality":[24,98,124],"tissue":[25],"type,":[26],"either":[27,56],"tumor":[29,58],"or":[30,59],"pulmonary":[31,60],"edema.":[32],"In":[33,102],"this":[34,65],"paper,":[35],"statistical":[36],"evaluation":[37],"of":[38,47,96,104,107,125,129,141],"different":[40],"will":[42],"represent":[43],"reported":[45],"performance":[46],"proposed":[49,116],"method.":[50],"Thirty-seven":[51],"patients":[52,131],"CT":[53,68],"datasets":[54],"with":[55,134],"edema":[61],"were":[62],"included":[63],"in":[64,113,121,127,132],"study.":[66],"images":[69],"first":[71],"preprocessed":[72],"for":[73],"noise":[74,112],"reduction":[75],"image":[77],"enhancement,":[78],"followed":[79],"by":[80],"segmentation":[81],"techniques":[82],"segment":[84],"lungs,":[86],"finally":[88],"type":[95],"within":[99],"lungs.":[101],"spite":[103],"presence":[106],"low":[108],"contrast":[109],"high":[111],"images,":[114],"algorithms":[117],"introduce":[118],"promising":[119],"results":[120],"detecting":[122],"lungs":[126],"most":[128],"comparison":[133],"normal":[136],"suggest":[138],"that":[139],"some":[140],"significantly":[145],"recommended":[146],"than":[147],"others.":[148]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":14},{"year":2021,"cited_by_count":21},{"year":2020,"cited_by_count":16},{"year":2019,"cited_by_count":19},{"year":2018,"cited_by_count":19},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":2}],"updated_date":"2026-03-14T08:43:22.919905","created_date":"2025-10-10T00:00:00"}