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건강분야의 데이터 처리 기술
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Wonjun Hong
September 22, 2019
Technology
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건강분야의 데이터 처리 기술
2019.09.22 제30차 대한신경통증학회 추계정기학술대회
Wonjun Hong
September 22, 2019
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Transcript
linewalks.com ઁ30ର ೠन҃ాૐഥ ୶҅ӝࣿഥ Ѥъ࠙ঠؘఠܻӝࣿ ۄੋਖझഘਗળ
linewalks.com ઁ30ର ೠन҃ాૐഥ ୶҅ӝࣿഥ 2 উ֞ೞࣁਃ ഘਗળੑפ झாযؘఠޙഥࢎۄੋਖझীࢲ )FBMUIDBSF%BUB4FSWJDFٜܳ݅Ҋणפ #MPHIUUQTIPOHXPOKVOHJUIVCJP
-JOLFEJOIUUQTXXXMJOLFEJODPNJOIPOHXPOKVO 'BDFCPPLIUUQTXXXGBDFCPPLDPNIPOHXPOKVO 5XJUUFS!IPOHXPOKVO
linewalks.com ઁ30ର ೠन҃ాૐഥ ୶҅ӝࣿഥ 3 য়טೡঠӝ ؘఠঠӝ ؘఠܻӝࣿ ࢎ۹ ঠӝ
झாযؘఠঠӝ झாযؘఠܻӝࣿ ࢎ۹ ঠӝ
linewalks.com ઁ30ର ೠन҃ాૐഥ ୶҅ӝࣿഥ 4 ੋҕמद 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
linewalks.com ઁ30ର ೠन҃ాૐഥ ୶҅ӝࣿഥ 5 ࠻ؘఠীࢲੋҕמө ؘఠܳ ऺইࢲ ੋࢎܳ ח
ݓ৬ ӝӈ١नചٜҗೣԋؘఠܳऺҊऺҊ ऺҊऺҊ #*(%"5" 4503"(& 2012~ ۄૉܻ߬١пઙࣗഋ1$١җೣԋࣃ ࢲ ೞ٘ਝয ഐട 'JUCJU ١ झ݃ਕ ࠁәചоदؘఠܳࢤࢿೞӝद *05 4&/403 2014~ (16 ۽Ӓې߁ਵ۽ োҗ ࡈۄ ঌ Ҋറੌ߈ੋীѱঌ۰ݴ٩۞द оৌܿ %&&1-&"3/*/( (16 2016~ Source: hadoop.apache.org Source: hadoop.apache.org Source: artificial-intelligence.blog
linewalks.com ઁ30ର ೠन҃ాૐഥ ୶҅ӝࣿഥ 6 ࠻ؘఠীࢲੋҕמө Source: Google Trends
linewalks.com ઁ30ର ೠन҃ాૐഥ ୶҅ӝࣿഥ 7 ؘఠܻӝࣿ ؘ ఠ ࢤ
ࢿ / ࣻ ؘ ఠ ܻ / ઁ ؘ ఠ ؘ ఠ ఐ ࢝ ؘ ఠ ࠙ ࢳ / ஏ ؘ ఠ द п ച ࠗ࠙ ࢤпೞח AI ח ৈӝ ؘఠחпױ҅݃оо؊೧
linewalks.com ઁ30ର ೠन҃ాૐഥ ୶҅ӝࣿഥ ੋҕמ٩۞ইפ؊ۄبؘఠ۽ೡࣻחѪٜ݆
linewalks.com ઁ30ର ೠन҃ాૐഥ ୶҅ӝࣿഥ 9 غجইࠁחؘఠ৬ҙ۲ػनചٜ #SPBE4USFFUாۄߊ߽दпച CZ+PIOTOPX
࠻بܻইৈ৴द݃ஂాૐҗࢎ Ѩ݄࢝оӒࣗীࢲߊࢤೠࢎݎࣻܳաఋմ ӡীदػਗഋಐܳաఋմ दпചѾҗ۽ౠೠಐܳबਵ۽ۨۄоجҊחӏࢿਸߊѼೠ ಐ৬ѢܻоחࢎۈઑࢎѾҗ೧ಐޛਸ࣑݃Ҋೠ Ӓزউߊ߽߂ਗੋਸޅೞ؍ۨۄਗੋ ޛ ਸߋഃմࢎ۹ 4PVSDF8*,*1&%*"
linewalks.com ઁ30ର ೠन҃ాૐഥ ୶҅ӝࣿഥ 10 غجইࠁחؘఠ৬ҙ۲ػनചٜ ܿ੬ীࢲ߽ࢎٜࢎݎਗੋदпച CZաѱੌ
ࢎݎਗੋীٮܲਘ߹ࢎݎࣻ ࠜࠗ࠙ైҗীࢲੑ࢚ࠗਵ۽ੋೠࢎݎࣻ Ѩࠗ࠙ӝఋਗੋীೠࢎݎࣻ ۆ߽ࠗ࠙ীೠࢎݎࣻܳաఋմ Ӓࣻܳ࠺Үೡࣻب۾ೠߣীदпചೞৈ ߽ীೠࢎݎࣻо࢚ࠗਵ۽ੋೠࢎݎࠁਵ۽݆חࢎपਸ ࢶݺೞѱࠅࣻ ଼Ѿਸਤೠܐࢎਊ աѱੌೠറঠ߽ਗীࢲജо࢚غ؍ࢎݎਯ۽ڄয 4PVSDF8*,*1&%*"
linewalks.com ઁ30ର ೠन҃ాૐഥ ୶҅ӝࣿഥ 11 غجইࠁחؘఠ৬ҙ۲ػनചٜ ഋ݃ ݓ৬ ӝӈ 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/
linewalks.com ઁ30ର ೠन҃ాૐഥ ୶҅ӝࣿഥ झாযؘఠܳಝࠁب۾ೞѷणפ
linewalks.com ઁ30ର ೠन҃ాૐഥ ୶҅ӝࣿഥ 13 )FBMUIDBSFؘఠٜৈࠁӝ SOURCE: IMS INSTITUTE FOR
HEALTHCARE INFORMATICS, JULY 2015.
linewalks.com ઁ30ର ೠन҃ాૐഥ ୶҅ӝࣿഥ 14 )FBMUIDBSFؘఠࢲ࠺झٜৈࠁӝ https://www.accenture.com/au-en/insight-artificial-intelligence-healthcare
linewalks.com ઁ30ର ೠन҃ాૐഥ ୶҅ӝࣿഥ 15 ࠁѤܐ࠻ؘఠٜৈࠁӝ http://opendata.hira.or.kr ജࠄؘఠѐߑ<Ѥъࠁबࢎಣоਗ>
linewalks.com ઁ30ର ೠन҃ాૐഥ ୶҅ӝࣿഥ 16 ݺࣁࢲؘఠҳࢿ ߽ਗҗജীೠࠁ࠺ध߹ചػ ־о־ҷܐ೮ח ܐ೯ਤ৬ߑೠডীೠࠁ যڌѱܐ೮ח
ױೠ߽ীೠࠁ ৵ܐ೮ח пܐ೯ਤైৈػডীೠ࠺ਊࠁ ࠺ਊ݃աߊࢤ೮ח
linewalks.com ઁ30ର ೠन҃ాૐഥ ୶҅ӝࣿഥ 17 ݺࣁࢲؘఠೠ҅৬ъ ઁೠੋࠁ ѨࢎѾҗীೠࠁࠗ
֙ױਤ۽୶ઁҕ әৈ೦ݾ݅ࣻؽ $PEFSݾীٮۄपઁࠁ৬ର बಣ ݺࣁࢲؘఠооҊחೠ҅ ࠺Үؘఠഋधӏചغয ܐ࠺ܳݽ؛݂ೡࣻחѢਬੌೠؘఠ ݺࣁࢲؘఠооҊחъ
linewalks.com ઁ30ର ೠन҃ాૐഥ ୶҅ӝࣿഥ 18 ݺࣁࢲؘఠ࠙ࢳਸਤೠݫఋࠁূҳ୷
linewalks.com ઁ30ର ೠन҃ాૐഥ ୶҅ӝࣿഥ 19 ݺࣁࢲؘఠ࠙ࢳਸਤೠदझమҳ୷
linewalks.com ઁ30ର ೠन҃ాૐഥ ୶҅ӝࣿഥ 20 ݺࣁࢲؘఠ࠙ࢳز߈࢚߽ҵ࠙ࢳ
linewalks.com ઁ30ର ೠन҃ాૐഥ ୶҅ӝࣿഥ 21 ݺࣁࢲؘఠ࠙ࢳߑಁఢ࠙ࢳ
linewalks.com ઁ30ର ೠन҃ాૐഥ ୶҅ӝࣿഥ 22 ݺࣁࢲؘఠ࠙ࢳߑಁఢ࠙ࢳ
linewalks.com ઁ30ର ೠन҃ాૐഥ ୶҅ӝࣿഥ 23 ݺࣁࢲؘఠ࠙ࢳডಿߑఐ࢝
linewalks.com ઁ30ର ೠन҃ాૐഥ ୶҅ӝࣿഥ 24 ݺࣁࢲؘఠ৬&.3ؘఠ࠺Ү
linewalks.com ઁ30ର ೠन҃ాૐഥ ୶҅ӝࣿഥ 25 &.3ؘఠౠࢿ .VMUJGBDFUFEEBUB নೠݓۅؘఠоݽৈ 5FNQPSBM*SSFHVMBSJUZ ऺחࣘبоؘఠ݃ܰ
)JHIEFNFOTJPOBMJUZ ೖо݆ )FUFSPHFOFJUZ ߽ਗ݃झః݃оܰ ߽ਗ݃ࢎਊೞח٘҅оܰ ࠄਵ۽ܐӝ۾ਸೞӝਤ೧٣ੋػؘఠ ࢚োҳ ࠻ؘఠ࠙ࢳ ӝ҅णաੋҕמਸਤೠؘఠоইפ
linewalks.com ઁ30ର ೠन҃ాૐഥ ୶҅ӝࣿഥ 26 )&"-5)$"3&%"5"ળചܴ
linewalks.com ઁ30ର ೠन҃ాૐഥ ୶҅ӝࣿഥ 27 &.3ؘఠӝ߈োҳ
linewalks.com ઁ30ର ೠन҃ాૐഥ ୶҅ӝࣿഥ 28 &.3ؘఠӝ߈ؘఠࢲ࠺झ
linewalks.com ઁ30ର ೠन҃ాૐഥ ୶҅ӝࣿഥ 29 )&"-5)$"3&%"5"ળച Data Service #1 &.3ؘఠदпചࢲ࠺झ
Data Service #2 ജਤبஏࢲ࠺झ Data Service #3 ౠডಿࠗਊఐ࢝ࢲ࠺झ Data Service #n ਬࢎജఐ࢝߂റஏࢲ࠺झ Hospital #1 Hospital #2 Hospital #3 Hospital #n ળചݽ؛ زੌೠഋध)&"-5)$"3&%"5"
linewalks.com ઁ30ର ೠन҃ాૐഥ ୶҅ӝࣿഥ 30 )&"-5)$"3&ؘఠনച 38%38&
linewalks.com ઁ30ର ೠन҃ాૐഥ ୶҅ӝࣿഥ 31 )&"-5)$"3&%"5"1-"5'03.
linewalks.com ઁ30ର ೠन҃ాૐഥ ୶҅ӝࣿഥ 32 ݃ޖܻೞݴ ܐؘఠחооחؘఠੑפ ؘఠࢤక҅ীࢲؘఠооਃפ જؘఠоਵݶੋҕמ৻ীبೡࣻחੌҭ݆णפ ؘఠܳળചೞݶؘܲఠաؘܲఠࢲ࠺झ৬ഐജࢿਸ֫ੌࣻणפ
linewalks.com ઁ30ର ೠन҃ాૐഥ ୶҅ӝࣿഥ 5)"/,4'038"5$)*/( facebook.com/linewalks linewalks.com
[email protected]
hongwonjun
jonnojun
kyohmizu
oracle4engineer
nutslove
logica0419
colopl
shoheimitani
har1101
msysh
gotalab555
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szymonslowik
cromwellryan
jnunemaker
quramy
stephenakadiri
trallard
panda_program
jeffersonlam
mza
jcasabona
soysaucechin
![linewalks.com ઁ30ର ೠन҃ాૐഥ ୶҅ӝࣿഥ 5)"/,4'038"5$)*/( facebook.com/linewalks linewalks.com [email protected]](https://files.speakerdeck.com/presentations/8f6452a74b424e3aa55db4789a76cd8c/slide_32.jpg){kind=link}