0905 ppt prediction_models-普健
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0905 ppt prediction_models-普健
- 1. 近年Healthcare Bigdata應用 於疾病預測模型成果簡介 徐建業教授 饒孝先博士 臺北護理健康大學資訊管理系所 臺灣電子健康學會 臺灣護理資訊學會 台灣醫學資訊學會 2017/9/5
- 2. 研究範圍 疾病預測模型建立範例 •腎結石預測模型 •第二型糖尿病患者確診後轉化為大腸直腸癌預測模型 •牙周病確診後六年內因共病轉化為中風預測模型 •糖尿病確診後罹患肝癌預測模型 •運用資料探勘研究肺癌患者三年內存活率及建構預測模型 糖尿病性腎臟病預測模型 •運用類神經網路建構腎結石的預測模型 •攝護腺癌疾病臨床診斷模型 •Hip fracture after first-ever stroke 疾病關聯性分析範例 •癌症與帕金森氏症之關聯分析 •糖尿病與台灣十大癌症之共病關聯分析 •Sex Differences in Hospitalization for Heart Failure •Inverse association between cancer and dementia •Exploration of the association between chronic periodontal disease and erectile dysfunction
- 3. 事件驅動式主動學習型疾病預測模型 Event Driven Active Learning Disease Prediction Model (EDALDPM)構想