건강분야의 데이터 처리 기술

2019.09.22 제30차 대한신경통증학회 추계정기학술대회

Transcript

1. linewalks.com ઁ30ର ؀ೠन҃ాૐ೟ഥ ୶҅੿ӝ೟ࣿ؀ഥ Ѥъ࠙ঠ੄
   ؘ੉ఠ
   ୊ܻ
   ӝࣿ ۄੋਖझ
   ഘਗળ
2. linewalks.com ઁ30ର ؀ೠन҃ాૐ೟ഥ ୶҅੿ӝ೟ࣿ؀ഥ 2 উ֞ೞࣁਃ
   ഘਗળੑפ׮ ೾झாয
   ؘ੉ఠ
   ੹ޙഥࢎ
   ۄੋਖझীࢲ
 )FBMUIDBSF
   %BUB
   4FSWJDF
   ܳ
   ٜ݅Ҋ
   ੓णפ׮ #MPH
   IUUQTIPOHXPOKVOHJUIVCJP
   -JOLFEJO
   IUUQTXXXMJOLFEJODPNJOIPOHXPOKVO
   'BDFCPPL
   IUUQTXXXGBDFCPPLDPNIPOHXPOKVO
   5XJUUFS
   !IPOHXPOKVO
3. linewalks.com ઁ30ର ؀ೠन҃ాૐ೟ഥ ୶҅੿ӝ೟ࣿ؀ഥ 3 য়ט
   ೡ
   ੉ঠӝ 
   ؘ੉ఠ
   ੉ঠӝ
   
   ؘ੉ఠ
   ୊ܻ
   ӝࣿ
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   ೾झாয
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   ೾झாয
   ؘ੉ఠ
   ୊ܻ
   ӝࣿ
   ࢎ۹
   ੉ঠӝ
4. linewalks.com ઁ30ର ؀ೠन҃ాૐ೟ഥ ୶҅੿ӝ೟ࣿ؀ഥ 4 ੋҕ૑מ੄
   द؀ ALPHAGO Deepmind. SELF-DRIVING CAR Google, Uber, Tesla, Nissan, and other automakers SMART SPEAKER Google, Amazon, Kakao, Naver, and other majors Source: deepmind.com Source: ucsusa Source: kakao.ai
5. linewalks.com ઁ30ର ؀ೠन҃ాૐ೟ഥ ୶҅੿ӝ೟ࣿ؀ഥ 5 ࠻ؘ੉ఠীࢲ
   ੋҕ૑מө૑ ؘ੉ఠܳ
   ऺইࢲ
   ੋࢎ੉౟ܳ
   ঳ח׮
   ݓ઱৬
   ӝ੷ӈ
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   ೣԋ
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   ऺҊ
   ऺҊ
   ऺҊ #*(
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   ١
   झ݃౟ਕ஖੄
   ࠁәചо
   द੘
   ؘ੉ఠܳ
   ࢤࢿೞӝ
   द੘ *05
   4&/403 2014~ (16
   ೐۽Ӓې߁ਵ۽
   ো࢑җ੿੉
   ࡈۄ૗
   ঌ ౵Ҋ
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   ঌ۰૑ݴ
   ٩۞׬੄
   द ؀о
   ৌܿ %&&1
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   (16 2016~ Source: hadoop.apache.org Source: hadoop.apache.org Source: artificial-intelligence.blog
6. linewalks.com ઁ30ର ؀ೠन҃ాૐ೟ഥ ୶҅੿ӝ೟ࣿ؀ഥ 6 ࠻ؘ੉ఠীࢲ
   ੋҕ૑מө૑ Source: Google Trends
7. linewalks.com ઁ30ର ؀ೠन҃ాૐ೟ഥ ୶҅੿ӝ೟ࣿ؀ഥ 7 ؘ੉ఠ
   ୊ܻ
   ӝࣿ ؘ ੉ ఠ ࢤ ࢿ / ࣻ ૘ ؘ ੉ ఠ ੹ ୊ ܻ / ੿ ઁ ؘ ੉ ఠ ੷ ੢ ؘ ੉ ఠ ఐ ࢝ ؘ ੉ ఠ ࠙ ࢳ / ৘ ஏ ؘ ੉ ఠ द п ച ؀ࠗ࠙ ࢤпೞח AI ח ৈӝ ؘ੉ఠח
   п
   ױ҅݃׮
   о஖о
   ؊೧૓׮
8. linewalks.com ઁ30ର ؀ೠन҃ాૐ೟ഥ ୶҅੿ӝ೟ࣿ؀ഥ ੋҕ૑מ٩۞׬
   ੉
   ইפ؊ۄب
   ؘ੉ఠ۽
   ೡ
   ࣻ
   ੓ח
   Ѫٜ੉
   ݆׮
9. linewalks.com ઁ30ର ؀ೠन҃ాૐ೟ഥ ୶҅੿ӝ೟ࣿ؀ഥ 9 غجইࠁח
   ؘ੉ఠ৬
   ҙ۲ػ
   नചٜ #SPBE
   4USFFU
   ௒ாۄ
   ߊ߽
   दпച
   
   CZ
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   TOPX
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   दпച
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   4PVSDF
   8*,*1&%*"
10. linewalks.com ઁ30ର ؀ೠन҃ాૐ೟ഥ ୶҅੿ӝ೟ࣿ؀ഥ 10 غجইࠁח
    ؘ੉ఠ৬
    ҙ۲ػ
    नചٜ ௼ܿ
    ੹੬ীࢲ
    ߽ࢎٜ੄
    ࢎݎ
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    दпച
    
    CZ
    ա੉౴ѱੌ
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    ٮܲ
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    ݆׮ח
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    ࢶݺೞѱ
    ࠅ
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    ਤೠ
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    റ
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    ੉࢚
    غ؍
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    ۽
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    4PVSDF
    8*,*1&%*"
11. linewalks.com ઁ30ର ؀ೠन҃ాૐ೟ഥ ୶҅੿ӝ೟ࣿ؀ഥ 11 غجইࠁח
    ؘ੉ఠ৬
    ҙ۲ػ
    नചٜ ؀ഋ݃౟੄ ݓ઱৬ ӝ੷ӈ ౸ݒ੄ ࢚ҙҙ҅ cliintel.com/diapers-beer-and-data-in-retail/ Target ੄ ੐न ୷ೞ ௢ಪ ߊ࣠ Photo illustration by James Emmerman. Photo Courtesy of Shutterstock. Fitbit ਸ ాೠ ੐न ࢎप ഛੋ blog.fitbit.com/postpartum-period/
12. linewalks.com ઁ30ର ؀ೠन҃ాૐ೟ഥ ୶҅੿ӝ೟ࣿ؀ഥ ೾झாয
    ؘ੉ఠܳ
    ࢓ಝࠁب۾
    ೞѷणפ׮
13. linewalks.com ઁ30ର ؀ೠन҃ాૐ೟ഥ ୶҅੿ӝ೟ࣿ؀ഥ 13 )FBMUIDBSF
    ؘ੉ఠ
    ٜৈ׮ࠁӝ SOURCE: IMS INSTITUTE FOR HEALTHCARE INFORMATICS, JULY 2015.
14. linewalks.com ઁ30ର ؀ೠन҃ాૐ೟ഥ ୶҅੿ӝ೟ࣿ؀ഥ 14 )FBMUIDBSF
    ؘ੉ఠ
    ࢲ࠺झ
    ٜৈ׮ࠁӝ https://www.accenture.com/au-en/insight-artificial-intelligence-healthcare
15. linewalks.com ઁ30ର ؀ೠन҃ాૐ೟ഥ ୶҅੿ӝ೟ࣿ؀ഥ 15 ࠁѤ੄ܐ
    ࠻ؘ੉ఠ
    ٜৈ׮ࠁӝ http://opendata.hira.or.kr ജ੗಴ࠄؘ੉ఠѐߑ
    <Ѥъࠁ೷बࢎಣоਗ>
16. linewalks.com ઁ30ର ؀ೠन҃ాૐ೟ഥ ୶҅੿ӝ೟ࣿ؀ഥ 16 ݺࣁࢲ
    ؘ੉ఠ੄
    ҳࢿ ߽ਗҗ
    ജ੗ী
    ؀ೠ
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    ػ׮ ־о
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    ୊ߑೠ
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    ஖ܐ
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    ైৈػ
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    ؀ೠ
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    ঴݃ա
    ߊࢤ೮ח૑
17. linewalks.com ઁ30ର ؀ೠन҃ాૐ೟ഥ ୶҅੿ӝ೟ࣿ؀ഥ 17 ݺࣁࢲ
    ؘ੉ఠ੄
    ೠ҅৬
    ъ੼ ઁೠ੸ੋ
    ੿ࠁ۝
     Ѩࢎ
    Ѿҗী
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     ֙
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    ઁҕ
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    ૒੽
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    Ѣ੄
    ਬੌೠ
    ؘ੉ఠ ݺࣁࢲ
    ؘ੉ఠо
    о૑Ҋ
    ੓ח
    ъ੼
18. linewalks.com ઁ30ର ؀ೠन҃ాૐ೟ഥ ୶҅੿ӝ೟ࣿ؀ഥ 18 ݺࣁࢲ
    ؘ੉ఠ
    ࠙ࢳਸ
    ਤೠ
    ݫఋ
    ੿ࠁ
    ূ૓
    ҳ୷
19. linewalks.com ઁ30ର ؀ೠन҃ాૐ೟ഥ ୶҅੿ӝ೟ࣿ؀ഥ 19 ݺࣁࢲ
    ؘ੉ఠ
    ࠙ࢳਸ
    ਤೠ
    दझమ
    ҳ୷
20. linewalks.com ઁ30ର ؀ೠन҃ాૐ೟ഥ ୶҅੿ӝ೟ࣿ؀ഥ 20 ݺࣁࢲ
    ؘ੉ఠ
    ࠙ࢳ
    ৘
    
    ز߈
    ࢚߽
    ҵ૘
    ࠙ࢳ
21. linewalks.com ઁ30ର ؀ೠन҃ాૐ೟ഥ ୶҅੿ӝ೟ࣿ؀ഥ 21 ݺࣁࢲ
    ؘ੉ఠ
    ࠙ࢳ
    ৘
    
    ୊ߑ
    ಁఢ
    ࠙ࢳ
22. linewalks.com ઁ30ର ؀ೠन҃ాૐ೟ഥ ୶҅੿ӝ೟ࣿ؀ഥ 22 ݺࣁࢲ
    ؘ੉ఠ
    ࠙ࢳ
    ৘
    
    ୊ߑ
    ಁఢ
    ࠙ࢳ
23. linewalks.com ઁ30ର ؀ೠन҃ాૐ೟ഥ ୶҅੿ӝ೟ࣿ؀ഥ 23 ݺࣁࢲ
    ؘ੉ఠ
    ࠙ࢳ
    ৘
    
    ੄ডಿ
    ୊ߑ
    ఐ࢝
24. linewalks.com ઁ30ର ؀ೠन҃ాૐ೟ഥ ୶҅੿ӝ೟ࣿ؀ഥ 24 ݺࣁࢲ
    ؘ੉ఠ৬
    &.3
    ؘ੉ఠ
    ࠺Ү
25. linewalks.com ઁ30ର ؀ೠन҃ాૐ೟ഥ ୶҅੿ӝ೟ࣿ؀ഥ 25 &.3
    ؘ੉ఠ੄
    ౠࢿ .VMUJGBDFUFE
    EBUB
    ׮নೠ
    ݓۅ੄
    ؘ੉ఠо
    ݽৈ੓׮
    5FNQPSBM
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    ׮ܰ׮ )JHIEFNFOTJPOBMJUZ
    ೖ୊о
    ݆׮ )FUFSPHFOFJUZ
    ߽ਗ݃׮
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    ੄ܐӝ۾ਸ
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    ࠙ࢳ
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    ੋҕ૑מਸ
    ਤೠ
    ؘ੉ఠо
    ইפ঻਺
26. linewalks.com ઁ30ର ؀ೠन҃ాૐ೟ഥ ୶҅੿ӝ೟ࣿ؀ഥ 26 )&"-5)$"3&
    %"5"
    ಴ળച੄
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27. linewalks.com ઁ30ର ؀ೠन҃ాૐ೟ഥ ୶҅੿ӝ೟ࣿ؀ഥ 27 &.3
    ؘ੉ఠ
    ӝ߈
    োҳ
28. linewalks.com ઁ30ର ؀ೠन҃ాૐ೟ഥ ୶҅੿ӝ೟ࣿ؀ഥ 28 &.3
    ؘ੉ఠ
    ӝ߈੄
    ؘ੉ఠ
    ࢲ࠺झ
29. linewalks.com ઁ30ର ؀ೠन҃ాૐ೟ഥ ୶҅੿ӝ೟ࣿ؀ഥ 29 )&"-5)$"3&
    %"5"
    ಴ળച Data Service #1 &.3
    
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    ࢲ࠺झ Data Service #2 ജ੗
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    ࢲ࠺झ Hospital #1 Hospital #2 Hospital #3 Hospital #n ಴ળച
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    )&"-5)$"3&
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30. linewalks.com ઁ30ର ؀ೠन҃ాૐ೟ഥ ୶҅੿ӝ೟ࣿ؀ഥ 30 )&"-5)$"3&
    ؘ੉ఠ੄
    ׮নച
    38%38&
31. linewalks.com ઁ30ର ؀ೠन҃ాૐ೟ഥ ୶҅੿ӝ೟ࣿ؀ഥ 31 )&"-5)$"3&
    %"5"
    1-"5'03.
32. linewalks.com ઁ30ର ؀ೠन҃ాૐ೟ഥ ୶҅੿ӝ೟ࣿ؀ഥ 32 ݃ޖܻೞݴ ੄ܐؘ੉ఠח
    о஖о
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    ؘ੉ఠੑפ׮
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    ഐജࢿਸ
    ֫ੌ
    ࣻ
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33. linewalks.com ઁ30ର ؀ೠन҃ాૐ೟ഥ ୶҅੿ӝ೟ࣿ؀ഥ 5)"/,4
    '03
    8"5$)*/( facebook.com/linewalks linewalks.com wonjun@linewalks.com