{"id":"https://openalex.org/W1773196875","doi":"https://doi.org/10.3233/inf-2002-13406","title":"Application of Data Mining Technique for Diagnosis of Posterior Uveal Melanoma","display_name":"Application of Data Mining Technique for Diagnosis of Posterior Uveal Melanoma","publication_year":2002,"publication_date":"2002-01-01","ids":{"openalex":"https://openalex.org/W1773196875","doi":"https://doi.org/10.3233/inf-2002-13406","mag":"1773196875"},"language":"en","primary_location":{"id":"pmh:oai:lsmu.lt:20.500.12512/71083","is_oa":false,"landing_page_url":"https://hdl.handle.net/20.500.12512/71083","pdf_url":null,"source":{"id":"https://openalex.org/S7407055191","display_name":"Lithuanian University of Health Sciences","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":null,"raw_type":"research article"},"type":"article","indexed_in":[],"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/A5003895767","display_name":"Darius Jegelevi\u010dius","orcid":"https://orcid.org/0000-0002-5999-7744"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Darius Jegelevi\u010dius","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-5999-7744","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084545166","display_name":"Ar\u016bnas Luko\u0161evi\u010dius","orcid":"https://orcid.org/0000-0002-9268-5347"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ar\u016bnas Luko\u0161evi\u010dius","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-9268-5347","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083660462","display_name":"Alvydas Paunksnis","orcid":"https://orcid.org/0000-0002-1224-5588"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alvydas Paunksnis","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-1224-5588","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5038343269","display_name":"Valerijus Barzd\u017eiukas","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Valerijus Barzd\u017eiukas","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5003895767"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5542,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.68069133,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"13","issue":"4","first_page":"455","last_page":"464"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.9890000224113464,"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/T11438","display_name":"Retinal Imaging and Analysis","score":0.9890000224113464,"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/T10250","display_name":"Glaucoma and retinal disorders","score":0.9430000185966492,"subfield":{"id":"https://openalex.org/subfields/2731","display_name":"Ophthalmology"},"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/T10862","display_name":"AI in cancer detection","score":0.9193000197410583,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.857519268989563},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7402141690254211},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.642598032951355},{"id":"https://openalex.org/keywords/decision-tree-learning","display_name":"Decision tree learning","score":0.6144574880599976},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.59225994348526},{"id":"https://openalex.org/keywords/incremental-decision-tree","display_name":"Incremental decision tree","score":0.4850687086582184},{"id":"https://openalex.org/keywords/clinical-decision-support-system","display_name":"Clinical decision support system","score":0.4318448305130005},{"id":"https://openalex.org/keywords/decision-tree-model","display_name":"Decision tree model","score":0.4191979169845581},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40980470180511475},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38127875328063965}],"concepts":[{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.857519268989563},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7402141690254211},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.642598032951355},{"id":"https://openalex.org/C5481197","wikidata":"https://www.wikidata.org/wiki/Q16766476","display_name":"Decision tree learning","level":3,"score":0.6144574880599976},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.59225994348526},{"id":"https://openalex.org/C10229987","wikidata":"https://www.wikidata.org/wiki/Q17083028","display_name":"Incremental decision tree","level":4,"score":0.4850687086582184},{"id":"https://openalex.org/C63527458","wikidata":"https://www.wikidata.org/wiki/Q5133829","display_name":"Clinical decision support system","level":3,"score":0.4318448305130005},{"id":"https://openalex.org/C56289965","wikidata":"https://www.wikidata.org/wiki/Q5249246","display_name":"Decision tree model","level":3,"score":0.4191979169845581},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40980470180511475},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38127875328063965}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:lsmu.lt:20.500.12512/71083","is_oa":false,"landing_page_url":"https://hdl.handle.net/20.500.12512/71083","pdf_url":null,"source":{"id":"https://openalex.org/S7407055191","display_name":"Lithuanian University of Health Sciences","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":null,"raw_type":"research article"},{"id":"mag:1773196875","is_oa":false,"landing_page_url":"https://www.mii.lt/Informatica/pdf/INFO422.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"Informatica","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.6299999952316284,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W1504694836","https://openalex.org/W1551895760","https://openalex.org/W1985335097","https://openalex.org/W2125055259","https://openalex.org/W2218360249"],"related_works":["https://openalex.org/W2379438094","https://openalex.org/W1531389081","https://openalex.org/W2564925635","https://openalex.org/W2119128797","https://openalex.org/W1817966645","https://openalex.org/W2006104990","https://openalex.org/W2609279172","https://openalex.org/W27411041","https://openalex.org/W1596339832","https://openalex.org/W2418892274","https://openalex.org/W2064608746","https://openalex.org/W2766334529","https://openalex.org/W2078090701","https://openalex.org/W1595196425","https://openalex.org/W45991990","https://openalex.org/W2014961001","https://openalex.org/W2242806667","https://openalex.org/W2149167902","https://openalex.org/W2610692412","https://openalex.org/W3198543900"],"abstract_inverted_index":{"Application":[0,45],"of":[1,19,32,46,74,87],"knowledge":[2],"discovery":[3],"in":[4,14],"databases":[5],"(data":[6],"mining)":[7],"for":[8,28,50,103],"medical":[9],"decision":[10,25,51,62,75,92,105],"support":[11,26],"is":[12,59,94],"discussed":[13],"this":[15],"work.":[16],"The":[17,61,72],"aim":[18],"the":[20,29,42],"study":[21],"was":[22,64],"to":[23,78,97],"use":[24,73],"algorithm":[27,49],"differential":[30],"diagnosis":[31],"intraocular":[33],"tumors":[34,80],"using":[35,54,66],"parameters":[36],"from":[37,81],"eye":[38],"images":[39],"obtained":[40],"by":[41],"ultrasound":[43],"examination.":[44],"predictive":[47],"modeling":[48],"tree":[52,63,76,93],"formation":[53],"See5.0/C5.0":[55],"data":[56],"mining":[57],"system":[58],"presented.":[60],"build":[65],"tumor":[67],"geometry":[68],"and":[69],"microstructure":[70],"parameters.":[71],"allows":[77],"differentiate":[79],"other":[82],"tumor-like":[83],"formations.":[84],"Low":[85],"percentage":[86],"diagnostic":[88],"errors":[89],"shows":[90],"that":[91],"reliable":[95],"enough":[96],"offer":[98],"it":[99],"as":[100],"``second":[101],"opinion&apos;&apos;":[102],"physician&apos;s":[104],"support.":[106]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":4}],"updated_date":"2026-04-28T14:05:53.105641","created_date":"2025-10-10T00:00:00"}
