{"id":"https://openalex.org/W2093407498","doi":"https://doi.org/10.1155/2014/536308","title":"Cirrhosis Classification Based on Texture Classification of Random Features","display_name":"Cirrhosis Classification Based on Texture Classification of Random Features","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W2093407498","doi":"https://doi.org/10.1155/2014/536308","mag":"2093407498","pmid":"https://pubmed.ncbi.nlm.nih.gov/24707317"},"language":"en","primary_location":{"id":"doi:10.1155/2014/536308","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2014/536308","pdf_url":"https://downloads.hindawi.com/journals/cmmm/2014/536308.pdf","source":{"id":"https://openalex.org/S36980176","display_name":"Computational and Mathematical Methods in Medicine","issn_l":"1748-670X","issn":["1748-670X","1748-6718"],"is_oa":false,"is_in_doaj":false,"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":"Computational and Mathematical Methods in Medicine","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/cmmm/2014/536308.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047851681","display_name":"Hui Liu","orcid":"https://orcid.org/0000-0003-1679-6560"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hui Liu","raw_affiliation_strings":["Department of Biomedical Engineer, Dalian University of Technology, Dalian 116024, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineer, Dalian University of Technology, Dalian 116024, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102936015","display_name":"Ying Shao","orcid":"https://orcid.org/0000-0002-3929-3459"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Shao","raw_affiliation_strings":["Department of Biomedical Engineer, Dalian University of Technology, Dalian 116024, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineer, Dalian University of Technology, Dalian 116024, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045303512","display_name":"Dongmei Guo","orcid":"https://orcid.org/0000-0003-4899-844X"},"institutions":[{"id":"https://openalex.org/I191996457","display_name":"Dalian Medical University","ror":"https://ror.org/04c8eg608","country_code":"CN","type":"education","lineage":["https://openalex.org/I191996457"]},{"id":"https://openalex.org/I4210100868","display_name":"Second Affiliated Hospital of Dalian Medical University","ror":"https://ror.org/012f2cn18","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210100868"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongmei Guo","raw_affiliation_strings":["Department of Radiology, Second Affiliated Hospital, Dalian Medical University, Dalian 116027, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Second Affiliated Hospital, Dalian Medical University, Dalian 116027, China","institution_ids":["https://openalex.org/I191996457","https://openalex.org/I4210100868"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007211501","display_name":"Yuanjie Zheng","orcid":"https://orcid.org/0000-0002-5786-2491"},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yuanjie Zheng","raw_affiliation_strings":["Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104, USA","Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104 (USA)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104, USA","institution_ids":["https://openalex.org/I79576946"]},{"raw_affiliation_string":"Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104 (USA)","institution_ids":["https://openalex.org/I79576946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084090652","display_name":"Zuowei Zhao","orcid":"https://orcid.org/0000-0002-2569-3822"},"institutions":[{"id":"https://openalex.org/I191996457","display_name":"Dalian Medical University","ror":"https://ror.org/04c8eg608","country_code":"CN","type":"education","lineage":["https://openalex.org/I191996457"]},{"id":"https://openalex.org/I4210100868","display_name":"Second Affiliated Hospital of Dalian Medical University","ror":"https://ror.org/012f2cn18","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210100868"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zuowei Zhao","raw_affiliation_strings":["Second Affiliated Hospital, Dalian Medical University, Dalian 116027, China","Second Affiliated Hospital, Dalian Medical University , Dalian 116027, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Second Affiliated Hospital, Dalian Medical University, Dalian 116027, China","institution_ids":["https://openalex.org/I191996457","https://openalex.org/I4210100868"]},{"raw_affiliation_string":"Second Affiliated Hospital, Dalian Medical University , Dalian 116027, China","institution_ids":["https://openalex.org/I191996457","https://openalex.org/I4210100868"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054243209","display_name":"Tianshuang Qiu","orcid":"https://orcid.org/0000-0002-1992-1120"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianshuang Qiu","raw_affiliation_strings":["Department of Biomedical Engineer, Dalian University of Technology, Dalian 116024, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineer, Dalian University of Technology, Dalian 116024, China","institution_ids":["https://openalex.org/I27357992"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5047851681"],"corresponding_institution_ids":["https://openalex.org/I27357992"],"apc_list":{"value":2100,"currency":"USD","value_usd":2100},"apc_paid":{"value":2100,"currency":"USD","value_usd":2100},"fwci":0.7415,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.77120607,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"2014","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9779000282287598,"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"}},"topics":[{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9779000282287598,"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"}},{"id":"https://openalex.org/T12647","display_name":"Traditional Chinese Medicine Studies","score":0.9764000177383423,"subfield":{"id":"https://openalex.org/subfields/2707","display_name":"Complementary and alternative 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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9513000249862671,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cirrhosis","display_name":"Cirrhosis","score":0.7778799533843994},{"id":"https://openalex.org/keywords/cad","display_name":"CAD","score":0.6845355033874512},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6101195812225342},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5879204273223877},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5421685576438904},{"id":"https://openalex.org/keywords/texture","display_name":"Texture (cosmology)","score":0.5027754306793213},{"id":"https://openalex.org/keywords/stage","display_name":"Stage (stratigraphy)","score":0.46042466163635254},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.45576274394989014},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.39818862080574036},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.34738337993621826},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2098042070865631},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.08092951774597168}],"concepts":[{"id":"https://openalex.org/C2777214474","wikidata":"https://www.wikidata.org/wiki/Q147778","display_name":"Cirrhosis","level":2,"score":0.7778799533843994},{"id":"https://openalex.org/C194789388","wikidata":"https://www.wikidata.org/wiki/Q17855283","display_name":"CAD","level":2,"score":0.6845355033874512},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6101195812225342},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5879204273223877},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5421685576438904},{"id":"https://openalex.org/C2781195486","wikidata":"https://www.wikidata.org/wiki/Q289436","display_name":"Texture (cosmology)","level":3,"score":0.5027754306793213},{"id":"https://openalex.org/C146357865","wikidata":"https://www.wikidata.org/wiki/Q1123245","display_name":"Stage (stratigraphy)","level":2,"score":0.46042466163635254},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.45576274394989014},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.39818862080574036},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.34738337993621826},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2098042070865631},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.08092951774597168},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"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":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","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":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008099","descriptor_name":"Liver","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D008099","descriptor_name":"Liver","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D008099","descriptor_name":"Liver","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D008103","descriptor_name":"Liver Cirrhosis","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D008103","descriptor_name":"Liver Cirrhosis","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D008103","descriptor_name":"Liver Cirrhosis","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D008103","descriptor_name":"Liver Cirrhosis","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D008103","descriptor_name":"Liver Cirrhosis","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D008103","descriptor_name":"Liver Cirrhosis","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D008103","descriptor_name":"Liver Cirrhosis","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D008103","descriptor_name":"Liver Cirrhosis","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D008103","descriptor_name":"Liver Cirrhosis","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","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":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1155/2014/536308","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2014/536308","pdf_url":"https://downloads.hindawi.com/journals/cmmm/2014/536308.pdf","source":{"id":"https://openalex.org/S36980176","display_name":"Computational and Mathematical Methods in Medicine","issn_l":"1748-670X","issn":["1748-670X","1748-6718"],"is_oa":false,"is_in_doaj":false,"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":"Computational and Mathematical Methods in Medicine","raw_type":"journal-article"},{"id":"pmid:24707317","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/24707317","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":"Computational and mathematical methods in medicine","raw_type":null},{"id":"pmh:oai:doaj.org/article:41307c1cb47f43d5b1b5286b6bd4452c","is_oa":false,"landing_page_url":"https://doaj.org/article/41307c1cb47f43d5b1b5286b6bd4452c","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computational and Mathematical Methods in Medicine, Vol 2014 (2014)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:2958748","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/3953575","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:10.1155/2014/536308","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2014/536308","pdf_url":"https://downloads.hindawi.com/journals/cmmm/2014/536308.pdf","source":{"id":"https://openalex.org/S36980176","display_name":"Computational and Mathematical Methods in Medicine","issn_l":"1748-670X","issn":["1748-670X","1748-6718"],"is_oa":false,"is_in_doaj":false,"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":"Computational and Mathematical Methods in Medicine","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.44999998807907104,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G1910359691","display_name":"\u57fa\u4e8e\u751f\u7269\u76f8\u4f3c\u5ea6\u7684HIV\u86cb\u767d\u9176\u6700\u4f18\u5e95\u7269\u9884\u6d4b\u7814\u7a76","funder_award_id":"61003175","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2644075221","display_name":null,"funder_award_id":"2012BAJ18B06","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8753099989","display_name":null,"funder_award_id":"81071127","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2093407498.pdf","grobid_xml":"https://content.openalex.org/works/W2093407498.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W1504838493","https://openalex.org/W1536669015","https://openalex.org/W1601878157","https://openalex.org/W1975144331","https://openalex.org/W1990005915","https://openalex.org/W2005609420","https://openalex.org/W2029472200","https://openalex.org/W2038550700","https://openalex.org/W2039708501","https://openalex.org/W2044465660","https://openalex.org/W2049815795","https://openalex.org/W2053794804","https://openalex.org/W2059432853","https://openalex.org/W2077480179","https://openalex.org/W2089497633","https://openalex.org/W2091069990","https://openalex.org/W2095683777","https://openalex.org/W2110687752","https://openalex.org/W2115958703","https://openalex.org/W2129131372","https://openalex.org/W2129638195","https://openalex.org/W2144354855","https://openalex.org/W2144796713","https://openalex.org/W2154209944","https://openalex.org/W2154376992","https://openalex.org/W2169446650","https://openalex.org/W2217896605","https://openalex.org/W2296616510","https://openalex.org/W2303931467","https://openalex.org/W2355419149","https://openalex.org/W2537474146","https://openalex.org/W4250955649"],"related_works":["https://openalex.org/W2334610590","https://openalex.org/W2381582913","https://openalex.org/W2320366403","https://openalex.org/W3204197061","https://openalex.org/W2431455317","https://openalex.org/W4251350712","https://openalex.org/W637098845","https://openalex.org/W2410116073","https://openalex.org/W2360662173","https://openalex.org/W2169735879"],"abstract_inverted_index":{"Accurate":[0],"staging":[1],"of":[2,16,82,99,113,169],"hepatic":[3],"cirrhosis":[4,39,83],"is":[5,94,120],"important":[6],"in":[7,58,105],"investigating":[8],"the":[9,14,79,97,106,121,166,191],"cause":[10],"and":[11,29,53,69,84,102,142,146,154,156,177,180,194],"slowing":[12],"down":[13],"effects":[15],"cirrhosis.":[17],"Computer-aided":[18],"diagnosis":[19],"(CAD)":[20],"can":[21],"provide":[22],"doctors":[23],"with":[24,37,89,125,184,199,202],"an":[25,139],"alternative":[26],"second":[27],"opinion":[28],"assist":[30],"them":[31],"to":[32,109],"make":[33],"a":[34],"specific":[35],"treatment":[36],"accurate":[38],"stage.":[40],"MRI":[41],"has":[42],"many":[43],"advantages,":[44],"including":[45,63],"high":[46,185],"resolution":[47],"for":[48,149],"soft":[49],"tissue,":[50],"no":[51],"radiation,":[52],"multiparameters":[54],"imaging":[55],"modalities.":[56],"So":[57],"this":[59],"paper,":[60],"multisequences":[61],"MRIs,":[62],"T1-weighted,":[64],"T2-weighted,":[65],"arterial,":[66],"portal":[67],"venous,":[68],"equilibrium":[70],"phase,":[71],"are":[72,87,196],"applied.":[73],"However,":[74],"CAD":[75],"does":[76,160],"not":[77,161],"meet":[78],"clinical":[80],"needs":[81],"few":[85],"researchers":[86],"concerned":[88],"it":[90,145],"at":[91],"present.":[92],"Cirrhosis":[93],"characterized":[95],"by":[96],"presence":[98],"widespread":[100],"fibrosis":[101],"regenerative":[103],"nodules":[104],"hepatic,":[107],"leading":[108],"different":[110,114],"texture":[111,118,133,173],"patterns":[112],"stages.":[115],"So,":[116],"extracting":[117],"feature":[119],"primary":[122],"task.":[123],"Compared":[124],"typical":[126,200],"gray":[127],"level":[128],"cooccurrence":[129],"matrix":[130],"(GLCM)":[131],"features,":[132],"classification":[134,151],"from":[135],"random":[136],"features":[137],"provides":[138],"effective":[140,178],"way,":[141],"we":[143],"adopt":[144],"propose":[147],"CCTCRF":[148,159],"triple":[150],"(normal,":[152],"early,":[153],"middle":[155],"advanced":[157],"stage).":[158],"need":[162],"strong":[163],"assumptions":[164],"except":[165],"sparse":[167],"character":[168],"image,":[170],"contains":[171],"sufficient":[172],"information,":[174],"includes":[175],"concise":[176],"process,":[179],"makes":[181],"case":[182],"decision":[183],"accuracy.":[186],"Experimental":[187],"results":[188],"also":[189,197],"illustrate":[190],"satisfying":[192],"performance":[193],"they":[195],"compared":[198],"NN":[201],"GLCM.":[203]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":2},{"year":2016,"cited_by_count":3}],"updated_date":"2026-06-06T09:05:17.133730","created_date":"2025-10-10T00:00:00"}