{"id":"https://openalex.org/W2139184036","doi":"https://doi.org/10.1109/tsp.2011.6043658","title":"The role of the superior order GLCM in improving the automatic diagnosis of the hepatocellular carcinoma based on ultrasound images","display_name":"The role of the superior order GLCM in improving the automatic diagnosis of the hepatocellular carcinoma based on ultrasound images","publication_year":2011,"publication_date":"2011-08-01","ids":{"openalex":"https://openalex.org/W2139184036","doi":"https://doi.org/10.1109/tsp.2011.6043658","mag":"2139184036"},"language":"en","primary_location":{"id":"doi:10.1109/tsp.2011.6043658","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp.2011.6043658","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 34th International Conference on Telecommunications and Signal Processing (TSP)","raw_type":"proceedings-article"},"type":"article","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/A5113557545","display_name":"Delia Mitrea","orcid":null},"institutions":[{"id":"https://openalex.org/I158333966","display_name":"Technical University of Cluj-Napoca","ror":"https://ror.org/03r8nwp71","country_code":"RO","type":"education","lineage":["https://openalex.org/I158333966"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Delia Mitrea","raw_affiliation_strings":["Computer Science Department, Technical University of Cluj-Napoca, Romania","Computer Science Department of the Technical University of Cluj-Napoca, Romania, Baritiu Str., No. 26-28"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, Technical University of Cluj-Napoca, Romania","institution_ids":["https://openalex.org/I158333966"]},{"raw_affiliation_string":"Computer Science Department of the Technical University of Cluj-Napoca, Romania, Baritiu Str., No. 26-28","institution_ids":["https://openalex.org/I158333966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047954457","display_name":"Sergiu Nedevschi","orcid":"https://orcid.org/0000-0003-2018-4647"},"institutions":[{"id":"https://openalex.org/I158333966","display_name":"Technical University of Cluj-Napoca","ror":"https://ror.org/03r8nwp71","country_code":"RO","type":"education","lineage":["https://openalex.org/I158333966"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Sergiu Nedevschi","raw_affiliation_strings":["Computer Science Department, Technical University of Cluj-Napoca, Romania","Computer Science Department of the Technical University of Cluj-Napoca, Romania, Baritiu Str., No. 26-28"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, Technical University of Cluj-Napoca, Romania","institution_ids":["https://openalex.org/I158333966"]},{"raw_affiliation_string":"Computer Science Department of the Technical University of Cluj-Napoca, Romania, Baritiu Str., No. 26-28","institution_ids":["https://openalex.org/I158333966"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103001383","display_name":"Radu Badea","orcid":"https://orcid.org/0000-0002-5330-090X"},"institutions":[{"id":"https://openalex.org/I208470662","display_name":"Iuliu Ha\u021bieganu University of Medicine and Pharmacy","ror":"https://ror.org/051h0cw83","country_code":"RO","type":"education","lineage":["https://openalex.org/I208470662"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Radu Badea","raw_affiliation_strings":["I. Hatieganu University of Medicine and Pharamacy, Cluj-Napoca, Romania","I. Hatieganu University of Medicine and Pharamacy, Cluj-Napoca, Romania, V. Babes Str., No. 8"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"I. Hatieganu University of Medicine and Pharamacy, Cluj-Napoca, Romania","institution_ids":["https://openalex.org/I208470662"]},{"raw_affiliation_string":"I. Hatieganu University of Medicine and Pharamacy, Cluj-Napoca, Romania, V. Babes Str., No. 8","institution_ids":["https://openalex.org/I208470662"]}]}],"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":0,"citation_normalized_percentile":{"value":0.13630946,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"5","issue":null,"first_page":"602","last_page":"606"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9922999739646912,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10862","display_name":"AI in cancer detection","score":0.9922999739646912,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10073","display_name":"Hepatocellular Carcinoma Treatment and Prognosis","score":0.9884999990463257,"subfield":{"id":"https://openalex.org/subfields/2721","display_name":"Hepatology"},"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/T11324","display_name":"Spectroscopy Techniques in Biomedical and Chemical Research","score":0.9858999848365784,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/hepatocellular-carcinoma","display_name":"Hepatocellular carcinoma","score":0.7927824258804321},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5303089618682861},{"id":"https://openalex.org/keywords/gray-level","display_name":"Gray level","score":0.5175775289535522},{"id":"https://openalex.org/keywords/ultrasound","display_name":"Ultrasound","score":0.49900221824645996},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.46062344312667847},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4374111294746399},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.4241958260536194},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.42193603515625},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.37643060088157654},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.1215638518333435}],"concepts":[{"id":"https://openalex.org/C2778019345","wikidata":"https://www.wikidata.org/wiki/Q1148337","display_name":"Hepatocellular carcinoma","level":2,"score":0.7927824258804321},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5303089618682861},{"id":"https://openalex.org/C2985861186","wikidata":"https://www.wikidata.org/wiki/Q685727","display_name":"Gray level","level":3,"score":0.5175775289535522},{"id":"https://openalex.org/C143753070","wikidata":"https://www.wikidata.org/wiki/Q162564","display_name":"Ultrasound","level":2,"score":0.49900221824645996},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.46062344312667847},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4374111294746399},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.4241958260536194},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.42193603515625},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.37643060088157654},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.1215638518333435}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsp.2011.6043658","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp.2011.6043658","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 34th International Conference on Telecommunications and Signal Processing (TSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6800000071525574,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1506281249","https://openalex.org/W1575739010","https://openalex.org/W1967583588","https://openalex.org/W1977616326","https://openalex.org/W2027196637","https://openalex.org/W2053093610","https://openalex.org/W2086800923","https://openalex.org/W2091657164","https://openalex.org/W2100115174","https://openalex.org/W2101308399","https://openalex.org/W2105653836","https://openalex.org/W2109676405","https://openalex.org/W2125878029","https://openalex.org/W2127227873","https://openalex.org/W2131916363","https://openalex.org/W2145910025","https://openalex.org/W2149677507","https://openalex.org/W2480870129","https://openalex.org/W4212783130","https://openalex.org/W4229543188"],"related_works":["https://openalex.org/W2417822880","https://openalex.org/W628600844","https://openalex.org/W1570838273","https://openalex.org/W2410885201","https://openalex.org/W2385390897","https://openalex.org/W3172842848","https://openalex.org/W2418745692","https://openalex.org/W2404951810","https://openalex.org/W1990957419","https://openalex.org/W2997826139"],"abstract_inverted_index":{"The":[0,11,48],"hepatocellular":[1],"carcinoma":[2],"(HCC)":[3],"is":[4,17,23,50],"the":[5,18,36,55,65,70,77,81,91,102,105,114,119,130,135,140,144],"most":[6],"frequent":[7],"malignant":[8],"liver":[9],"tumor.":[10],"golden":[12],"standard":[13],"for":[14,35,86,143],"HCC":[15,87,122],"diagnosis":[16,38],"needle":[19],"biopsy,":[20],"but":[21],"this":[22,98],"an":[24,51],"invasive,":[25],"dangerous":[26],"method.":[27],"We":[28,67,127],"aim":[29],"to":[30,60,139],"develop":[31],"computerized,":[32],"non-invasive":[33],"techniques":[34],"automatic":[37,125],"of":[39,54,73,80,94,121],"HCC,":[40,74],"based":[41],"on":[42],"information":[43,63],"obtained":[44],"from":[45],"ultrasound":[46],"images.":[47],"texture":[49],"important":[52],"property":[53],"internal":[56],"organs":[57],"tissue,":[58],"able":[59],"provide":[61],"subtle":[62],"about":[64],"pathology.":[66],"previously":[68],"defined":[69],"textural":[71,83],"model":[72],"consisting":[75],"in":[76,90,118],"exhaustive":[78],"set":[79],"relevant":[82],"features,":[84],"appropriate":[85],"characterization":[88,123],"and":[89,113,124,146],"specific":[92],"values":[93],"these":[95],"features.":[96],"In":[97],"work,":[99],"we":[100],"analyze":[101],"role":[103],"that":[104,137],"superior":[106],"order":[107,148],"Gray":[108],"Level":[109],"Cooccurrence":[110],"Matrices":[111],"(GLCM)":[112],"associated":[115],"parameters":[116],"have":[117],"improvement":[120],"diagnosis.":[126],"also":[128],"determine":[129],"best":[131],"spatial":[132],"relation":[133],"between":[134],"pixels":[136],"leads":[138],"highest":[141],"performances,":[142],"third":[145],"fifth":[147],"GLCM.":[149]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}