{"id":"https://openalex.org/W3002301066","doi":"https://doi.org/10.1109/cisp-bmei48845.2019.8965874","title":"HCC Recognition Within Ultrasound Images Employing Advanced Textural Features with Deep Learning Techniques","display_name":"HCC Recognition Within Ultrasound Images Employing Advanced Textural Features with Deep Learning Techniques","publication_year":2019,"publication_date":"2019-10-01","ids":{"openalex":"https://openalex.org/W3002301066","doi":"https://doi.org/10.1109/cisp-bmei48845.2019.8965874","mag":"3002301066"},"language":"en","primary_location":{"id":"doi:10.1109/cisp-bmei48845.2019.8965874","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cisp-bmei48845.2019.8965874","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 12th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)","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":true,"raw_author_name":"Delia Mitrea","raw_affiliation_strings":["Technical University of Cluj-Napoca,Computer Science Department,Cluj-Napoca,Romania","Computer Science Department, Technical University of Cluj-Napoca, Cluj-Napoca, Romania"],"affiliations":[{"raw_affiliation_string":"Technical University of Cluj-Napoca,Computer Science Department,Cluj-Napoca,Romania","institution_ids":["https://openalex.org/I158333966"]},{"raw_affiliation_string":"Computer Science Department, Technical University of Cluj-Napoca, Cluj-Napoca, Romania","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":["Technical University of Cluj-Napoca,Computer Science Department,Cluj-Napoca,Romania","Computer Science Department, Technical University of Cluj-Napoca, Cluj-Napoca, Romania"],"affiliations":[{"raw_affiliation_string":"Technical University of Cluj-Napoca,Computer Science Department,Cluj-Napoca,Romania","institution_ids":["https://openalex.org/I158333966"]},{"raw_affiliation_string":"Computer Science Department, Technical University of Cluj-Napoca, Cluj-Napoca, Romania","institution_ids":["https://openalex.org/I158333966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049485504","display_name":"Paulina 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":"Paulina Mitrea","raw_affiliation_strings":["Technical University of Cluj-Napoca,Computer Science Department,Cluj-Napoca,Romania","Computer Science Department, Technical University of Cluj-Napoca, Cluj-Napoca, Romania"],"affiliations":[{"raw_affiliation_string":"Technical University of Cluj-Napoca,Computer Science Department,Cluj-Napoca,Romania","institution_ids":["https://openalex.org/I158333966"]},{"raw_affiliation_string":"Computer Science Department, Technical University of Cluj-Napoca, Cluj-Napoca, Romania","institution_ids":["https://openalex.org/I158333966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034523815","display_name":"Monica Lup\u0219or\u2010Platon","orcid":"https://orcid.org/0000-0001-7918-1956"},"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":"Monica Platon Lup\u015for","raw_affiliation_strings":["University of Medicine and Pharmacy,Department of Medical Imaging,Iuliu Hatieganu, of Cluj-Napoca,Romania","Department of Medical Imaging, University of Medicine and Pharmacy, Iuliu Hatieganu, of Cluj-Napoca, Romania"],"affiliations":[{"raw_affiliation_string":"University of Medicine and Pharmacy,Department of Medical Imaging,Iuliu Hatieganu, of Cluj-Napoca,Romania","institution_ids":["https://openalex.org/I208470662"]},{"raw_affiliation_string":"Department of Medical Imaging, University of Medicine and Pharmacy, Iuliu Hatieganu, of Cluj-Napoca, Romania","institution_ids":["https://openalex.org/I208470662"]}]},{"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":["University of Medicine and Pharmacy,Department of Medical Imaging,Iuliu Hatieganu, of Cluj-Napoca,Romania","Department of Medical Imaging, University of Medicine and Pharmacy, Iuliu Hatieganu, of Cluj-Napoca, Romania"],"affiliations":[{"raw_affiliation_string":"University of Medicine and Pharmacy,Department of Medical Imaging,Iuliu Hatieganu, of Cluj-Napoca,Romania","institution_ids":["https://openalex.org/I208470662"]},{"raw_affiliation_string":"Department of Medical Imaging, University of Medicine and Pharmacy, Iuliu Hatieganu, of Cluj-Napoca, Romania","institution_ids":["https://openalex.org/I208470662"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5113557545"],"corresponding_institution_ids":["https://openalex.org/I158333966"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.1848529,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9912999868392944,"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":0.9912999868392944,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9621999859809875,"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/T11324","display_name":"Spectroscopy Techniques in Biomedical and Chemical Research","score":0.9571999907493591,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.7640273571014404},{"id":"https://openalex.org/keywords/hepatocellular-carcinoma","display_name":"Hepatocellular carcinoma","score":0.6777585744857788},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6660084128379822},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6441218852996826},{"id":"https://openalex.org/keywords/liver-cancer","display_name":"Liver cancer","score":0.5738484263420105},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.46177375316619873},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4435203969478607},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3945050537586212},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.3722047805786133},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.24458178877830505},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.07286682724952698}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7640273571014404},{"id":"https://openalex.org/C2778019345","wikidata":"https://www.wikidata.org/wiki/Q1148337","display_name":"Hepatocellular carcinoma","level":2,"score":0.6777585744857788},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6660084128379822},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6441218852996826},{"id":"https://openalex.org/C2776231280","wikidata":"https://www.wikidata.org/wiki/Q623031","display_name":"Liver cancer","level":3,"score":0.5738484263420105},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.46177375316619873},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4435203969478607},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3945050537586212},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.3722047805786133},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.24458178877830505},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.07286682724952698},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cisp-bmei48845.2019.8965874","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cisp-bmei48845.2019.8965874","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 12th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.4699999988079071,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1637045490","https://openalex.org/W1972019498","https://openalex.org/W2014840416","https://openalex.org/W2027196637","https://openalex.org/W2053093610","https://openalex.org/W2062354784","https://openalex.org/W2109676405","https://openalex.org/W2158124733","https://openalex.org/W2175951243","https://openalex.org/W2527747047","https://openalex.org/W2570420153","https://openalex.org/W2773708607","https://openalex.org/W2777186991","https://openalex.org/W2791237354","https://openalex.org/W2885478230","https://openalex.org/W2944090748","https://openalex.org/W2946504528","https://openalex.org/W6636712010","https://openalex.org/W6763146772"],"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/W3110374601","https://openalex.org/W3091350106"],"abstract_inverted_index":{"HCC":[0,23,54,84,108,117],"(Hepatocellular":[1],"carcinoma)":[2],"is":[3,9,24],"the":[4,10,25,65,88,105,116,121,131,134,148,153],"liver":[5,123],"cancer":[6],"form":[7],"that":[8],"most":[11],"often":[12],"met.":[13],"The":[14,140],"actual":[15,141],"standard":[16],"for":[17,83],"a":[18],"highly":[19],"accurate":[20],"diagnosis":[21,52],"of":[22,53,67,107],"biopsy,":[26],"this":[27,60],"being,":[28],"however,":[29],"invasive,":[30],"as":[31,33,145],"well":[32],"dangerous.":[34],"We":[35],"develop":[36],"computerized":[37,109],"methods,":[38,73,91],"based":[39,55],"on":[40,56,94,125],"advanced":[41,69],"image":[42],"processing,":[43],"in":[44,152],"order":[45],"to":[46],"perform":[47],"automatic,":[48],"respectively":[49,79],"computer":[50],"aided":[51],"ultrasound":[57],"images.":[58],"In":[59,111],"research":[61],"paper,":[62],"we":[63,92,100,114],"analyze":[64],"role":[66],"several":[68],"texture":[70],"analysis":[71],"specific":[72],"combined":[74],"with":[75,119,130,147],"powerful":[76],"conventional":[77],"classifiers,":[78],"deep":[80,89],"learning":[81,90],"techniques,":[82],"automatic":[85],"recognition.":[86],"Regarding":[87],"focus":[93],"Stacked":[95],"Denoising":[96],"Autoencoders":[97],"(SAE),":[98],"so":[99],"study":[101],"its":[102],"impact":[103],"upon":[104],"performance":[106],"diagnosis.":[110],"our":[112],"experiments,":[113],"compare":[115],"tumor":[118],"both":[120],"cirrhotic":[122],"parenchyma":[124],"which":[126],"it":[127],"evolved":[128],"and":[129],"hemangioma":[132],"tumor,":[133],"obtained":[135,150],"accuracy":[136],"being":[137],"around":[138],"85%.":[139],"results":[142,151],"are":[143],"compared,":[144],"well,":[146],"previously":[149],"literature.":[154]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}