{"id":"https://openalex.org/W2783573988","doi":"https://doi.org/10.1109/uemcon.2017.8249086","title":"Data mining approaches to identify predictors of frequent malpractice claims against dentists","display_name":"Data mining approaches to identify predictors of frequent malpractice claims against dentists","publication_year":2017,"publication_date":"2017-10-01","ids":{"openalex":"https://openalex.org/W2783573988","doi":"https://doi.org/10.1109/uemcon.2017.8249086","mag":"2783573988"},"language":"en","primary_location":{"id":"doi:10.1109/uemcon.2017.8249086","is_oa":false,"landing_page_url":"https://doi.org/10.1109/uemcon.2017.8249086","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE 8th Annual Ubiquitous Computing, Electronics and Mobile Communication Conference (UEMCON)","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/A5086304704","display_name":"Joseph Finkelstein","orcid":"https://orcid.org/0000-0002-8084-7441"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joseph Finkelstein","raw_affiliation_strings":["Columbia University College of Dental Medicine, Center for Bioinformatics and Data Analytics in Oral Health, New York, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Columbia University College of Dental Medicine, Center for Bioinformatics and Data Analytics in Oral Health, New York, USA","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045964417","display_name":"Sinan Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sinan Zhu","raw_affiliation_strings":["Columbia University College of Dental Medicine, Center for Bioinformatics and Data Analytics in Oral Health, New York, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Columbia University College of Dental Medicine, Center for Bioinformatics and Data Analytics in Oral Health, New York, USA","institution_ids":["https://openalex.org/I78577930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5538,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.79784546,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"33","issue":null,"first_page":"463","last_page":"468"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12339","display_name":"Medical Malpractice and Liability Issues","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/3611","display_name":"Pharmacy"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T12339","display_name":"Medical Malpractice and Liability Issues","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/3611","display_name":"Pharmacy"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10508","display_name":"Patient Safety and Medication Errors","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/3604","display_name":"Emergency Medical Services"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T13555","display_name":"Healthcare cost, quality, practices","score":0.984499990940094,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/allegation","display_name":"Allegation","score":0.9396935701370239},{"id":"https://openalex.org/keywords/malpractice","display_name":"Malpractice","score":0.9105530381202698},{"id":"https://openalex.org/keywords/graduation","display_name":"Graduation (instrument)","score":0.6273184418678284},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.5753869414329529},{"id":"https://openalex.org/keywords/payment","display_name":"Payment","score":0.5572839975357056},{"id":"https://openalex.org/keywords/medical-record","display_name":"Medical record","score":0.4979674816131592},{"id":"https://openalex.org/keywords/medical-malpractice","display_name":"Medical malpractice","score":0.4882529079914093},{"id":"https://openalex.org/keywords/bivariate-analysis","display_name":"Bivariate analysis","score":0.4661155343055725},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4624265730381012},{"id":"https://openalex.org/keywords/family-medicine","display_name":"Family medicine","score":0.44439664483070374},{"id":"https://openalex.org/keywords/actuarial-science","display_name":"Actuarial science","score":0.4065989553928375},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.1805894672870636},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.15677154064178467},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.14077138900756836},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12967681884765625},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.10654321312904358},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.09964057803153992},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07973751425743103},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.07564994692802429},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.07535746693611145}],"concepts":[{"id":"https://openalex.org/C2776811425","wikidata":"https://www.wikidata.org/wiki/Q2839009","display_name":"Allegation","level":2,"score":0.9396935701370239},{"id":"https://openalex.org/C2776798817","wikidata":"https://www.wikidata.org/wiki/Q318836","display_name":"Malpractice","level":2,"score":0.9105530381202698},{"id":"https://openalex.org/C2779529714","wikidata":"https://www.wikidata.org/wiki/Q2632744","display_name":"Graduation (instrument)","level":2,"score":0.6273184418678284},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.5753869414329529},{"id":"https://openalex.org/C145097563","wikidata":"https://www.wikidata.org/wiki/Q1148747","display_name":"Payment","level":2,"score":0.5572839975357056},{"id":"https://openalex.org/C195910791","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Medical record","level":2,"score":0.4979674816131592},{"id":"https://openalex.org/C514090530","wikidata":"https://www.wikidata.org/wiki/Q2565355","display_name":"Medical malpractice","level":3,"score":0.4882529079914093},{"id":"https://openalex.org/C64341305","wikidata":"https://www.wikidata.org/wiki/Q4919225","display_name":"Bivariate analysis","level":2,"score":0.4661155343055725},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4624265730381012},{"id":"https://openalex.org/C512399662","wikidata":"https://www.wikidata.org/wiki/Q3505712","display_name":"Family medicine","level":1,"score":0.44439664483070374},{"id":"https://openalex.org/C162118730","wikidata":"https://www.wikidata.org/wiki/Q1128453","display_name":"Actuarial science","level":1,"score":0.4065989553928375},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.1805894672870636},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.15677154064178467},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.14077138900756836},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12967681884765625},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.10654321312904358},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.09964057803153992},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07973751425743103},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.07564994692802429},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.07535746693611145},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/uemcon.2017.8249086","is_oa":false,"landing_page_url":"https://doi.org/10.1109/uemcon.2017.8249086","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE 8th Annual Ubiquitous Computing, Electronics and Mobile Communication Conference (UEMCON)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W24751200","https://openalex.org/W1542977710","https://openalex.org/W1984791073","https://openalex.org/W2041073890","https://openalex.org/W2056925250","https://openalex.org/W2106364871","https://openalex.org/W2166858912","https://openalex.org/W2399839057","https://openalex.org/W2463936829","https://openalex.org/W2522681375","https://openalex.org/W2970905728","https://openalex.org/W6600995487","https://openalex.org/W6632514115","https://openalex.org/W6718931668","https://openalex.org/W6767610528"],"related_works":["https://openalex.org/W3135777588","https://openalex.org/W1985383148","https://openalex.org/W2048669368","https://openalex.org/W2888646912","https://openalex.org/W2783573988","https://openalex.org/W3148324665","https://openalex.org/W182003461","https://openalex.org/W1990389892","https://openalex.org/W3092350022","https://openalex.org/W2060883973"],"abstract_inverted_index":{"We":[0],"separated":[1],"all":[2,35],"malpractice":[3,17,32,40,69,92,102,117,127,132,146],"records":[4,18,93,147],"for":[5,61,134],"US":[6],"dentists":[7,63,89],"into":[8],"two":[9],"groups":[10],"according":[11],"to":[12,57,80,114],"the":[13,30,51,96,100,115,125,135,142],"total":[14,143],"number":[15,109,144],"of":[16,34,50,88,99,110,145],"(0:":[19],"less":[20],"than":[21,26,67],"5":[22],"records,":[23],"1:":[24],"more":[25,66],"4":[27],"records),":[28],"extracted":[29],"first":[31,52,101,116,126,136],"record":[33,53,128],"dental":[36],"practitioners'":[37],"and":[38,44,48,74,108,124],"used":[39,79],"allegation":[41,104],"group,":[42],"payment":[43,106,133],"years":[45,111],"between":[46,120],"graduation":[47,113,122],"year":[49,123],"in":[54,148],"logistic":[55],"regression":[56],"identify":[58,81],"crucial":[59],"factors":[60],"predicting":[62],"who":[64],"made":[65],"four":[68],"records.":[70],"Bivariate":[71],"statistics,":[72],"cross-correlation":[73],"principal":[75],"component":[76],"analysis":[77],"were":[78,138],"predictive":[82],"features.":[83],"Resulting":[84],"model":[85],"allowed":[86],"prediction":[87],"with":[90,141],"frequent":[91],"based":[94],"on":[95],"following":[97],"characteristics":[98],"record:":[103],"type,":[105],"amount":[107],"from":[112],"claim.":[118],"Time":[119],"provider":[121],"as":[129],"well":[130],"higher":[131],"claim":[137],"negatively":[139],"correlated":[140],"individual":[149],"providers.":[150]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}