英文摘要
|
Today, technology is getting more and more advanced, and cloud computing technology has been developed. Big data and artificial intelligence are not just new technological terms, they have also changed our lives. Every industry has invested in the development of technology and applications, which has resulted in many application results. Because healthcare data is complex and diverse, the application of artificial intelligence in this field has considerable potential and is changing the ecology of the healthcare industry. This article will focus on artificial intelligence in healthcare. Firstly, we explained the development of big data and artificial intelligence. Secondly, we introduced the application of big data in healthcare, including electronic medical records and medical research and development cases. Thirdly, we introduced the application of artificial intelligence in healthcare, including medical image recognition, smart health devices, smart health treatment system, etc. Finally, we explained the future trends of big data and artificial intelligence in healthcare.
|
参考文献
|
-
高翊瑋、侯藹玲、葉玲瓏、姜葉飛(2016)。醫療大數據概述。Journal of Data Analysis,11(5),1-11。
連結:
-
What Is Big Data?- Gartner IT Glossary- Big Data. (2016, December 19). Retrieved from https://www.gartner.com/it-glossary/big-data/
-
《新聞稿-2017 世界癌症日》2035 年全球癌症死亡人數將增加三倍;年後必做5 件事,降低隱性致癌風險. (n.d.). Retrieved from https://www.canceraway.org.tw/page.asp?IDno=2629
-
醫療、保健、照護加防疫健 康 照 護 上 雲 端 . (2013, November 4). Retrieved from https://www.digitimes.com.tw/iot/article.asp?cat=130&id=0000355732_y366f9j54vdbt71ij9kio
-
Bengaluru-based startup AIndra to tackle low screening rates of cervical cancer. (2016, February 05). Retrieved from https://economictimes.indiatimes.com/small-biz/startups/bengaluru-basedstartup-aindra-to-tackle-low-screening-rates-of-cervical-cancer/articleshow/50858931.cms
-
Applying machine learning to mammography screening for breast cancer. (n.d.). Retrieved from https://deepmind.com/blog/applying-machine-learning-mammography/
-
2016 年世界糖尿病日呼籲重視糖尿病視網膜病變問題拒絕糖尿病四壞球,擊出血糖平飛全壘打. (2016, November 3). Retrieved from https://www.mohw.gov.tw/cp-2633-9733-1.html
-
達 文西機械手臂系統簡介. (2014, April 25). Retrieved from https://www.vghtc.gov.tw/GipOpenWeb/wSite/ct?xItem=60365&ctNode=55713&mp=6574
-
台大人工智慧幫,全球搶挖角. (n.d.). Retrieved from http://technews.tw/2016/11/13/ntuh-ai-poaching/
-
吳恩達團隊醫療行業最新突破:用深度學習演算法實現肺炎診斷!. (2017, November 17). Retrieved from http://www.how01.com/post_rEqxPNdBWxmKX.html
-
臺灣大學、臺大醫院與聯發科技跨界合作... (2017, July 10). Retrieved from https://www.mediatek.tw/news-events/press-releases/臺灣大學-臺大醫院與聯發科技跨界合作-利用穿戴式生物感測技術偵測心房顫動-預防中風發生
-
人工智能史. (2018, September 01). Retrieved from https://zh.wikipedia.org/wiki/人工智能史
-
Google working with Aravind Eye Hospital to train its AI in diabetic retinopathy screening. (n.d.). Retrieved from https://factordaily.com/news/google-india-aravind-eye-hospital-ai-diabetic-retinopathy/
-
血液ガンに侵され、死を覚悟した女性を人工知能「Watson」が救った. (2016, October 28). Retrieved from http://www.itmedia.co.jp/enterprise/articles/1610/28/news062.html
-
(2016)。心臟怦怦亂跳,竟引發腦中風?!心房顫動要注意!。好健康,38
-
来了!在美国顶级癌症研究所「规培」4 年的IBM Watson for Oncology 落地中国. (n.d.). Retrieved from http://www.geekheal.com/watson-2/
-
手術室裡的機器人達文西報到,引爆醫療新革命. (2016, October 16). Retrieved from http://technews.tw/2016/10/16/da-vinci-surgical-system/
-
心房顫動的一問三知. (n.d.). Retrieved from http://www.caipa.net/zh-hant/?p=22207
-
糖尿病視網膜病變. Retrieved from https://www.cgh.org.tw/Hsinchu/eye/DM-retinopathy.htm
-
I. (2013, December 14). 曾文毅教授專訪|台大醫學院. Retrieved from https://investigatortw.wordpress.com/2012/05/27/ntu-tseng/
-
Ando, R. K.(2007).BioCreative II gene mention tagging system at IBM Watson.Proceedings of the Second BioCreative Challenge Evaluation Workshop
-
Bellman, R. E.(1978).An Introduction to Artificial Intelligence: Can Computers Think?.Boyd & Fraser Publishing Company.
-
Charniak, E.,McDermott, D.(1985).Introduction to Artificial Intelligence.Addison-Wesley.
-
Childs, M. (2011, October 31). John McCarthy: Computer scientist known as the father of AI. Retrieved from https://www.independent.co.uk/news/obituaries/john-mccarthy-computer-scientist-known-as-the-father-of-ai-6255307.html
-
Haugeland, J.(Ed.)(1985).Artificial Intelligence: The Very Idea.MIT Press.
-
Kurzweil, R.(1990).The Age of Intelligent Machines.MIT Press.
-
Lohr, S. (2012, February 11). The Age of Big Data. Retrieved from https://www.nytimes.com/2012/02/12/sunday-review/big-datas-impact-in-the-world.html
-
Musalimov, V.,Monahov, Y.,Tamre, M.,Rõbak, D.,Sivitski, A.,Aryassov, G.,Penkov, I.(2018).Modelling of the Human Knee Joint Supported by Active Orthosis.International Journal of Applied Mechanics and Engineering,23(1),107-120.
-
Nilsson, N. J.(1998).Artificial Intelligence: A New Synthesis.Morgan Kaufmann.
-
Poole, D.,Mackworth, A. K.,Goebel, R.(1998).Computational intelligence: A logical approach.Oxford University Press.
-
Rich, E.,Knight, K.(1991).Artificial Intelligence.McGraw-Hill.
-
Russell, S. J.,Norvig, P.(2016).Artificial intelligence: a modern approach.Malaysia:Pearson Education Limited.
-
Staff, S. X. (2016, June 21). Artificial intelligence achieves near-human performance in diagnosing breast cancer. Retrieved from https://medicalxpress.com/news/2016-06-artificial-intelligence-near-human-breast-cancer.html
-
Winston, P. H.(1992).Artificial Intelligence.Addison-Wesley.
-
工商時報. (2017, June 15). 大立光睡眠偵測心電儀獲中、美核可|科技脈動|20170615 |今日焦點. Retrieved from https://m.ctee.com.tw/focus/kjmd/152447
-
王明鉅(2013)。台大醫院副院長王明鉅:假如,全民健保打5 折。早安健康,創刊號
-
王振興(2015)。穿戴式科技的保健應用。科學發展,512
-
台灣資料科學年會Follow. (2014, August 30). 資料科學於預防醫學之應用. Retrieved from http://www.slideshare.net/tw_dsconf/ss-38511300
-
胡世忠(2013)。雲端時代的殺手級應用:Big Data 海量資料分析。天下雜誌。
-
陳育群、李偉強(2016)。醫療大數據:健保資料庫之臨床應用與研究。台灣醫學,20(6),602-608。
-
趙剛(2013)。大數據:技術與應用實踐指南。電子工業出版社。
-
龔善美、侯勝茂(2005)。改革是為了走遠更長的路(一)─衛生署侯署長專訪,為何要推動二代健保。健保雙月刊,58
|