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  3. .博碩士學位論文
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  5. 人工智能在藥物基因和基因體蛋白的應用前景
 
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人工智能在藥物基因和基因體蛋白的應用前景

Other Title
The Perspective of Application of Artificial Intelligence in Pharmacogenomics and Pharmacoproteomics
Type
thesis
Date Issued
2018-06-13
Author(s)
引發思
Advisor
鄭慧文
張偉嶠
Subjects
系所名稱:臨床藥物基因體學暨蛋白質體學碩士學位學程
Description
學位別:碩士
語文別:英文
指導教授:鄭慧文
共同指導教授:張偉嶠
口試委員:陳國棟;陳繼明;鄭幼文
中文關鍵字:人工智慧、機器學習;藥物基因體學;藥物蛋白質體學;精準醫學
英文關鍵字:Artificial intelligence (AI);Pharmacogenomics;Pharmacoproteomics;Precision Medicine;Machine Learning (ML).
Abstract
透視人工智慧在藥物基因體學的未來:精準醫療的臨床運用之旅 中文摘要 藥物基因體學/藥物蛋白質體學在建立精準醫學的臨床運用上扮演了重要的角色,也協助醫療服務由傳統的治療方式逐漸轉向個人化的治療方式。新興的人工智慧技術(一種使用高速電腦運算演算法科技)帶來了極大的承諾,可以加速日常的醫療品質進步(生理活動)。二種新興科技的?流與融入,未來的發展趨勢、對社會的衝擊及挑戰,是本論文探討的議題。文獻資料來源包括PubMed/Medline、Google 、政府主管機關的官網(臨床試驗部分及政策)、全球性的商業顧問公司的官網(未來趨勢分析)。文獻搜尋結果顯示人工智慧在藥物基因體/蛋白質體研究非常有限,但在精準醫療上尚有些許進展。大部分的運用都是仍在研究階段,著重於資料處理及與藥物研發或安全用藥的預測上。基於隠私權的考量及經費缺乏的原因,臨床上的使用仍十分緩慢。科學、技術與社會(STS)分析指出隱私權、近日媒體的負面消息及法律規範問題均是大衆所關注的議題,在科技面及人性面中如何取得平衡至為重要。人工智慧勢必會在未來精準醫療的臨床使用上有所貢獻。
URI
https://203.71.86.71/handle/123456789/58207

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