南部智慧醫療專班結業式＿執行長談話 日期: 2019/09/21 17:20 - 18:35 (六) 地點: 高雄長庚醫院醫學大樓 6F 大禮堂 (高雄市鳥松區大埤路123號) 主辦單位: 台灣人工智慧學校、高雄長庚醫院 協辦單位: 奇美醫院、義大醫院

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2. 8/17
2

3. 3

6. 8/17
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7. 8/31
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0 75 150 225 300
44.2%
64%
92.4%
25.6%
8.7%
2.4%
( )

10. /
AI
10
6%
67%
27%

11. /
AI
11
IT
0 30 60 90 120
43.1%
35%
59.1%
32.1%
33.6%
39.4%
13.9%
14.9%
13.6%
4.2%
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2.
3.
4.
5.
( )

12. / 12
(Source: Gartner)
/
/

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AI
AI
AI
19
CEO
AI
AI

20. /
Perception:
ML products are mostly about ML
20

21. /
Reality: ML requires DevOps, lots of it
21

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A common data platform and workflow
is crucial for enterprise success.
Data Engineer ML Engineer Biz Analyst DevOps DevOps +
ML Engineer
App
Developer
(Credit: IBM Systems Lab Services)
(all under the supervision of Data Scientist)

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24. /
https://thispersondoesnotexist.com/
24

25. Deepfakes
25
https://www.inside.com.tw/2017/12/13/gal-gadot-fake-ai-porn
http://www.businessinsider.com/obama-deepfake-video-insulting-trump-2018-4

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https://www.instagram.com/p/ByaVigGFP2U

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https://www.youtube.com/watch?v=MBWue1T_irk

28. /
AI
28https://openai.com/blog/better-language-models/

29. /
Tesla Model S
29https://www.ithome.com.tw/news/129748

30. 30

31. /
AI
31
https://www.bnext.com.tw/article/53083/amazon-ai-tell-who-to-fire

32. / 32(Credit: , AI )

33. / 33(Credit: , AI )

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https://unwire.hk/2019/05/03/this-ai-generates-ultra-realistic-
fashion-models-from-head-to-toe/life-tech/

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AI …
36
2000 2018

37. / 37
https://www.youtube.com/watch?v=ljBOzdKuX7A

38. /
150 Startups Using AI in Drug Discovery
Aggregate and Synthesize Information
Understand Mechanisms of Disease
Establish Biomarkers
Generate Data and Models
Repurpose Existing Drugs
Generate Novel Drug Candidates
Validate and Optimize Drug Candidates
Design Drugs
Design Preclinical Experiments
Run Preclinical Experiments
Design ClinicalTrials
Recruit for ClinicalTrials
Optimize ClinicalTrials
Publish Data
Analyze Real World Evidence
38https://blog.benchsci.com/startups-using-artificial-intelligence-in-drug-discovery

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•
• …

40. 40

42. AI + AI
- Karl Theodor Jaspers