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COPD輔助診斷系統平台
COPD輔助診斷系統平台
Front-end Engineer
・
New Taipei City, Taiwan
時間：2020
應用機器學習於慢性阻塞性肺病預測模型之建立
Machine Learning for Chronic Obstructive Pulmonary Disease Prediction
本研究運用機器學習技術建立三種COPD（慢性阻塞性肺病）預測模型，在大量的數據當中找出COPD成因並預測，研究發現以XGBoost表現為最優，並應用Shapley additive explanations技術來解釋模型，能以視覺化方式了解特徵對預測之影響關係。最後建置Web-based COPD輔助診斷系統平台，此系統能提供視覺化的輔助診斷報告。
作品網址：(開發版)
http://220.135.178.100/copd/
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