{"id":"https://openalex.org/W2560156948","doi":"https://doi.org/10.1109/ichi.2016.61","title":"Medical Text Simplification by Medical Trainees: A Feasibility Study","display_name":"Medical Text Simplification by Medical Trainees: A Feasibility Study","publication_year":2016,"publication_date":"2016-10-01","ids":{"openalex":"https://openalex.org/W2560156948","doi":"https://doi.org/10.1109/ichi.2016.61","mag":"2560156948"},"language":"en","primary_location":{"id":"doi:10.1109/ichi.2016.61","doi":"https://doi.org/10.1109/ichi.2016.61","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ichi.2016.61","pdf_url":null,"source":{"id":"https://openalex.org/S4363608310","display_name":"IEEE International Conference on Healthcare Informatics (ICHI)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Healthcare Informatics (ICHI)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","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/A5054185226","display_name":"Yong Kyung Choi","orcid":"https://orcid.org/0000-0001-7882-4358","observed_orcids":["https://orcid.org/0000-0001-7882-4358"]},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yong K. Choi","raw_affiliation_strings":["Dept. of Biomedical Informatics and Medical Education, University of Washington, Seattle, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Biomedical Informatics and Medical Education, University of Washington, Seattle, USA","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050325468","display_name":"Katrin Kirchhoff","orcid":"https://orcid.org/0000-0002-6645-6030","observed_orcids":["https://orcid.org/0000-0002-6645-6030"]},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Katrin Kirchhoff","raw_affiliation_strings":["Dept. of Electrical Engineering, University of Washington, Seattle, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Electrical Engineering, University of Washington, Seattle, USA","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031179413","display_name":"Anne M. Turner","orcid":"https://orcid.org/0000-0002-1915-016X","observed_orcids":["https://orcid.org/0000-0002-1915-016X"]},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anne M. Turner","raw_affiliation_strings":["Dept. of Biomedical Informatics and Medical Education, University of Washington, Seattle, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Biomedical Informatics and Medical Education, University of Washington, Seattle, USA","institution_ids":["https://openalex.org/I201448701"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I201448701"],"apc_list":null,"apc_paid":null,"fwci":2.0914,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.90371429,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"334","last_page":"340"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10737","display_name":"Health Literacy and Information Accessibility","score":0.739300012588501,"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"}},"topics":[{"id":"https://openalex.org/T10737","display_name":"Health Literacy and Information Accessibility","score":0.739300012588501,"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"}},{"id":"https://openalex.org/T13629","display_name":"Text Readability and Simplification","score":0.24899999797344208,"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/T10827","display_name":"Patient-Provider Communication in Healthcare","score":0.0027000000700354576,"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/medical-text-simplification","display_name":"medical text simplification","score":0.984000027179718},{"id":"https://openalex.org/keywords/medical-trainees","display_name":"medical trainees","score":0.7670000195503235},{"id":"https://openalex.org/keywords/patient-centered-care","display_name":"patient-centered care","score":0.6439999938011169},{"id":"https://openalex.org/keywords/health-literacy","display_name":"health literacy","score":0.800000011920929},{"id":"https://openalex.org/keywords/electronic-health-records","display_name":"electronic health records","score":0.7419999837875366},{"id":"https://openalex.org/keywords/patient-understanding","display_name":"patient understanding","score":0.5839999914169312},{"id":"https://openalex.org/keywords/clinical-notes","display_name":"clinical notes","score":0.45100000500679016},{"id":"https://openalex.org/keywords/patient-preferences","display_name":"patient preferences","score":0.5820000171661377},{"id":"https://openalex.org/keywords/lay-language","display_name":"lay language","score":0.4869999885559082},{"id":"https://openalex.org/keywords/comprehensibility","display_name":"comprehensibility","score":0.5339999794960022}],"concepts":[{"id":"https://openalex.org/C2778843546","wikidata":"https://www.wikidata.org/wiki/Q3097973","display_name":"Health literacy","level":3,"score":0.6143747568130493},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.585312008857727},{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.5591325163841248},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5474118590354919},{"id":"https://openalex.org/C547764534","wikidata":"https://www.wikidata.org/wiki/Q8236","display_name":"Literacy","level":2,"score":0.5363190770149231},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.52801913022995},{"id":"https://openalex.org/C195910791","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Medical record","level":2,"score":0.5097019672393799},{"id":"https://openalex.org/C59415355","wikidata":"https://www.wikidata.org/wiki/Q3484781","display_name":"Text simplification","level":3,"score":0.4951151907444},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4531385004520416},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4306900203227997},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.33559364080429077},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.27122023701667786},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.2320801019668579},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18453380465507507},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.1207365095615387},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ichi.2016.61","doi":"https://doi.org/10.1109/ichi.2016.61","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ichi.2016.61","pdf_url":null,"source":{"id":"https://openalex.org/S4363608310","display_name":"IEEE International Conference on Healthcare Informatics (ICHI)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Healthcare Informatics (ICHI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7246000170707703,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"},{"score":0.4156000018119812,"display_name":"Quality education","id":"https://metadata.un.org/sdg/4"}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W128190844","https://openalex.org/W175146157","https://openalex.org/W638006253","https://openalex.org/W1590000934","https://openalex.org/W1686145701","https://openalex.org/W1841433433","https://openalex.org/W1854708549","https://openalex.org/W1927338366","https://openalex.org/W1967093386","https://openalex.org/W1973827617","https://openalex.org/W1989956003","https://openalex.org/W2021029546","https://openalex.org/W2027058096","https://openalex.org/W2048587526","https://openalex.org/W2064332815","https://openalex.org/W2066295131","https://openalex.org/W2074150647","https://openalex.org/W2081955728","https://openalex.org/W2112787834","https://openalex.org/W2125922179","https://openalex.org/W2126800506","https://openalex.org/W2126877592","https://openalex.org/W2127429714","https://openalex.org/W2138572839","https://openalex.org/W2160732112","https://openalex.org/W2164866017","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W4226096960","https://openalex.org/W3004659409","https://openalex.org/W2912334285","https://openalex.org/W4281492243","https://openalex.org/W4411528346","https://openalex.org/W7213365528","https://openalex.org/W7009408729","https://openalex.org/W3164802810","https://openalex.org/W6908646573","https://openalex.org/W7167021307"],"abstract_inverted_index":{"Current":[0],"healthcare":[1],"practice":[2],"is":[3,139],"transitioning":[4],"from":[5],"a":[6,10,142],"provider-centered":[7],"model":[8,12],"to":[9,27,47,111,126,131,140,175,183,207],"patient-centered":[11],"of":[13,22,40,53,70,87,101,195,210,225],"care,":[14,23],"where":[15],"patients":[16,43,80,121],"are":[17,25,44,74,95,105,122,232],"no":[18],"longer":[19],"passive":[20],"recipients":[21],"but":[24],"encouraged":[26],"actively":[28],"engage":[29],"in":[30],"and":[31,49,76,104,133,165,202,228],"take":[32],"greater":[33],"responsibility":[34],"for":[35,79,84,98,108],"medical":[36,54,71,93,163,178,185,226,238],"decision-making.":[37],"As":[38],"part":[39],"this":[41,88,128,148],"trend":[42],"gaining":[45],"access":[46],"larger":[48],"more":[50],"diverse":[51],"sets":[52],"texts":[55],"through":[56],"Electronic":[57],"Medical":[58],"Record":[59],"(EMR)":[60],"systems":[61],"(e.g.,":[62],"doctor's":[63],"notes,":[64],"discharge":[65],"summaries,":[66],"etc.).":[67],"The":[68],"availability":[69],"notes":[72,94],"that":[73,146,216,229],"accurate":[75],"easily":[77],"understandable":[78],"will":[81],"be":[82],"crucial":[83],"the":[85,99,193,205,211,236],"success":[86],"new":[89],"care":[90],"model.":[91],"However,":[92],"primarily":[96],"written":[97],"purpose":[100],"providerto-provider":[102],"communication":[103],"generally":[106],"difficult":[107],"lay":[109],"persons":[110],"understand,":[112],"especially":[113],"those":[114],"individuals":[115],"with":[116,154],"low":[117],"health":[118,143],"literacy.":[119],"Thus,":[120],"not":[123],"fully":[124],"able":[125],"utilize":[127],"information":[129,152],"due":[130],"linguistic":[132,208],"literacy":[134],"barriers.":[135],"Our":[136,213],"ultimate":[137],"goal":[138],"develop":[141],"IT":[144],"intervention":[145],"addresses":[147],"gap":[149],"by":[150,162],"combining":[151],"technology":[153],"untapped":[155],"human":[156],"expertise,":[157],"such":[158],"as":[159],"knowledge":[160],"held":[161],"students":[164],"other":[166],"trainees.":[167],"This":[168],"paper":[169],"describes":[170],"an":[171],"initial":[172],"feasibility":[173],"study":[174],"determine":[176],"whether":[177],"trainees":[179],"have":[180],"sufficient":[181],"expertise":[182],"convert":[184],"reports":[186],"into":[187],"understandable,":[188],"everyday":[189],"language.":[190],"We":[191],"measure":[192],"effect":[194],"simplifications":[196,231],"on":[197],"objective":[198],"comprehensibility,":[199],"patient":[200],"preferences,":[201],"then":[203],"relate":[204],"outcome":[206],"characteristics":[209],"texts.":[212,239],"results":[214],"show":[215],"comprehensibility":[217],"improves":[218],"substantially":[219],"even":[220],"without":[221],"prior":[222],"task-specific":[223],"training":[224],"students,":[227],"studentgenerated":[230],"strongly":[233],"preferred":[234],"over":[235],"original":[237]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-10-30T12:39:25.321706","created_date":"2016-12-16T00:00:00"}