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The assessment system for examining document readability is based on patient-oriented aspects rather than professional aspects. Commonly used terms and professional medical terms extracted from a query document were utilized as fundamental elements for readability analysis, and the derived features included term frequency of professional medical terms, proportion of professional medical terms, and diversity indicator of medical terms. A five-fold cross validation is applied to measure the robustness of the proposed approach. The experimental results achieved a recall rate of 0.93, a precision rate of 0.97, and an accuracy rate of 0.95.<\/p>","DOI":"10.4018\/ijdwm.2020010104","type":"journal-article","created":{"date-parts":[[2019,11,25]],"date-time":"2019-11-25T07:58:53Z","timestamp":1574668733000},"page":"63-72","source":"Crossref","is-referenced-by-count":1,"title":["Patient Oriented Readability Assessment for Heart Disease Healthcare Documents"],"prefix":"10.4018","volume":"16","author":[{"given":"Hui-Huang","family":"Hsu","sequence":"first","affiliation":[{"name":"Department of Computer Science and Information Engineering, Tamkang University, New Taipei City, Taiwan"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yu-Sheng","family":"Chen","sequence":"additional","affiliation":[{"name":"National Taiwan Ocean University, Keelung, Taiwan"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Chuan-Jie","family":"Lin","sequence":"additional","affiliation":[{"name":"National Taiwan Ocean University, Keelung, Taiwan"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tun-Wen","family":"Pai","sequence":"additional","affiliation":[{"name":"National Taipei University of Technology, Taipei, Taiwan"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"2432","reference":[{"key":"IJDWM.2020010104-0","doi-asserted-by":"publisher","DOI":"10.1044\/0161-1461(2012\/11-0055)"},{"key":"IJDWM.2020010104-1","doi-asserted-by":"publisher","DOI":"10.1108\/IJWIS-03-2016-0015"},{"key":"IJDWM.2020010104-2","unstructured":"Cincinnati Children\u2019s Hospital. 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