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Variable Threshold based Feature Selection using Spatial Distribution of Data

Son CS, Shin AM, Lee YD, Park HJ, Park HS, Kim YN

  • KMID: 2330910
  • J Korean Soc Med Inform.
  • 2009 Dec;15(4):475-481.
OBJECTIVE: In processing high dimensional clinical data, choosing the optimal subset of features is important, not only for reduce the computational complexity but also to improve the value of the...
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The Effects of Hope Intervention on Hope and Depression of Cancer Patients Staying at Home

Shin AM, Park JS

  • KMID: 1384117
  • J Korean Acad Nurs.
  • 2007 Oct;37(6):994-1002.
PURPOSE: This study was to identify the effects of hope intervention on hope and depression of cancer patients staying at home. METHODS: The study design was a randomized control...
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The Paper-Based Medical Record Compared to the Electronic Medical Record: Documentation and Agreement of Information

Shin AM, Park HJ, Jung SJ, Noh MJ, Kim YN

OBJECTIVE: This aim of this study was to evaluate the quality and agreement of electronic medical records with paper-based medical records. METHODS: Data was collected from the paper-based medical records...
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The Effects of Hope Intervention on the Hope and Quality of Life of Cancer Patients Staying at Home and Cared in Public Health Center

Kim C, Shin AM, Park KM, Park MH, Kim Y

  • KMID: 2293012
  • J Korean Acad Community Health Nurs.
  • 2008 Jun;19(2):177-187.
PURPOSE: This study was to identify the effects of hope intervention on the hope and quality of life of cancer patients staying at home. METHOD: The study adopted the randomized control...
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Development of Critical Pathway for Laparoscopic Assisted Vaginal Hysterectomy by CPA program

Shin AM, Park MH, Jeon HC, Park HJ, Kim YN

  • KMID: 2330836
  • J Korean Soc Med Inform.
  • 2008 Mar;14(1):25-35.
OBJECTIVE: The aim of this study was to develop critical pathway for post operation care of laparoscopic assisted vaginal hysterectomy with time and cost effectiveness using a clinical pathway assistant...
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Diagnostic Analysis of Patients with Essential Hypertension Using Association Rule Mining

Shin AM, Lee IH, Lee GH, Park HJ, Park HS, Yoon KI, Lee JJ, Kim YN

OBJECTIVES: The purpose of this study was to analyze the records of patients diagnosed with essential hypertension using association rule mining (ARM). METHODS: Patients with essential hypertension (ICD code, I10) were...
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Comorbidity Study on Type 2 Diabetes Mellitus Using Data Mining

Kim HS, Shin AM, Kim MK, Kim YN

BACKGROUND/AIMS: The aim of this study was to analyze comorbidity in patients with type 2 diabetes mellitus (T2DM) by using association rule mining (ARM). METHODS: We used data from patients who...
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Analysis of the Characteristics of the Older Adults with Depression Using Data Mining Decision Tree Analysis

Park M, Choi S, Shin AM, Koo CH

PURPOSE: The purpose of this study was to develop a prediction model for the characteristics of older adults with depression using the decision tree method. METHODS: A large dataset from the...
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