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Prediction of Diabetes Using Data Mining and Machine Learning Algorithms: A Cross-Sectional Study
Hassan Shojaee-Mend, Farnia Velayati, Batool Tayefi, Ebrahim Babaee
Healthc Inform Res. 2024;30(1):73-82.   Published online January 31, 2024
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Development and Comparison of Three Data Models for Predicting Diabetes Mellitus Using Risk Factors in a Nigerian Population
Oluwakemi Odukoya, Solomon Nwaneri, Ifedayo Odeniyi, Babatunde Akodu, Esther Oluwole, Gbenga Olorunfemi, Oluwatoyin Popoola, Akinniyi Osuntoki
Healthc Inform Res. 2022;28(1):58-67.   Published online January 31, 2022
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Mortality Prediction from Hospital-Acquired Infections in Trauma Patients Using an Unbalanced Dataset
Mehrdad Karajizadeh, Mahdi Nasiri, Mahnaz Yadollahi, Amir Hussain Zolfaghari, Ali Pakdam
Healthc Inform Res. 2020;26(4):284-294.   Published online October 31, 2020
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Applying of Decision Tree Analysis to Risk Factors Associated with Pressure Ulcers in Long-Term Care Facilities
Mikyung Moon, Soo-Kyoung Lee
Healthc Inform Res. 2017;23(1):43-52.   Published online January 31, 2017
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Interpretation of Clinical Data Based on C4.5 Algorithm for the Diagnosis of Coronary Heart Disease
Wiharto Wiharto, Hari Kusnanto, Herianto Herianto
Healthc Inform Res. 2016;22(3):186-195.   Published online July 31, 2016
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Data-Mining-Based Coronary Heart Disease Risk Prediction Model Using Fuzzy Logic and Decision Tree
Jaekwon Kim, Jongsik Lee, Youngho Lee
Healthc Inform Res. 2015;21(3):167-174.   Published online July 31, 2015
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Knowledge Discovery in a Community Data Set: Malnutrition among the Elderly
Myonghwa Park, Hyeyoung Kim, Sun Kyung Kim
Healthc Inform Res. 2014;20(1):30-38.   Published online January 31, 2014
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Stratified Sampling Design Based on Data Mining
Yeonkook J. Kim, Yoonhwan Oh, Sunghoon Park, Sungzoon Cho, Hayoung Park
Healthc Inform Res. 2013;19(3):186-195.   Published online September 30, 2013
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Data Mining Application in Customer Relationship Management for Hospital Inpatients
Eun Whan Lee
Healthc Inform Res. 2012;18(3):178-185.   Published online September 30, 2012
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An Analysis of the Correlation between Alopecia and Chief Complaints
Sang Wook Lee, Yoon Hee Jang, Eun Young Jeong
Healthc Inform Res. 2011;17(4):253-259.   Published online December 31, 2011
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A Comparison of Intensive Care Unit Mortality Prediction Models through the Use of Data Mining Techniques
Sujin Kim, Woojae Kim, Rae Woong Park
Healthc Inform Res. 2011;17(4):232-243.   Published online December 31, 2011
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Prediction of Hospital Charges for the Cancer Patients with Data Mining Techniques
Jin Oh Kang, Suk Hoon Chung, Yong Moo Suh
Healthc Inform Res. 2009;15(1):13-23.   Published online March 31, 2009
Decision Tree Approach Characterizing the Non-Examinees of Health Screening Services
Ae Kyung Lee, Il Su Park, Sun Mi Lee
Healthc Inform Res. 2007;13(3):271-278.   Published online September 30, 2007
Predicting Breast Cancer Survivability: Comparison of Five Data Mining Techniques
Arihito Endo, Shibata Takeo, Hiroshi Tanaka
Healthc Inform Res. 2007;13(2):177-180.   Published online June 30, 2007
What kind of medical equations and decision trees do physicians want in their daily activities? : Analysis of one-year MedCalc 3000(R) log data
Rae Woong Park, Eun Yeob Kim, Sung Chul Hwang
Healthc Inform Res. 2007;13(1):27-34.   Published online March 31, 2007
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