Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
건강분야의 데이터 처리 기술
Search
Wonjun Hong
September 22, 2019
Technology
0
77
건강분야의 데이터 처리 기술
2019.09.22 제30차 대한신경통증학회 추계정기학술대회
Wonjun Hong
September 22, 2019
Tweet
Share
More Decks by Wonjun Hong
See All by Wonjun Hong
헬스케어 데이터 실습
hongwonjun
0
1k
의료 데이터 101
hongwonjun
0
140
의료데이터 기반의 데이터서비스 개발기
hongwonjun
0
630
The next big thing in data, healthcare!!
hongwonjun
0
94
Other Decks in Technology
See All in Technology
一度 Expo の採用を断念したけど、 再度 Expo の導入を検討している話
ichiki1023
1
170
バックエンドエンジニアのためのフロントエンド入門 #devsumiC
panda_program
18
7.5k
ビジネスモデリング道場 目的と背景
masuda220
PRO
9
520
Data-centric AI入門第6章：Data-centric AIの実践例
x_ttyszk
1
400
白金鉱業Meetup Vol.17_あるデータサイエンティストのデータマネジメントとの向き合い方
brainpadpr
5
740
全文検索+セマンティックランカー+LLMの自然文検索サ−ビスで得られた知見
segavvy
2
100
2025-02-21 ゆるSRE勉強会 Enhancing SRE Using AI
yoshiiryo1
1
320
開発組織のための セキュアコーディング研修の始め方
flatt_security
3
2.3k
関東Kaggler会LT: 人狼コンペとLLM量子化について
nejumi
3
580
Classmethod AI Talks(CATs) #16 司会進行スライド(2025.02.12) / classmethod-ai-talks-aka-cats_moderator-slides_vol16_2025-02-12
shinyaa31
0
110
Swiftの “private” を テストする / Testing Swift "private"
yutailang0119
0
130
分解して理解する Aspire
nenonaninu
1
110
Featured
See All Featured
Being A Developer After 40
akosma
89
590k
Fireside Chat
paigeccino
34
3.2k
Building an army of robots
kneath
303
45k
Embracing the Ebb and Flow
colly
84
4.6k
The Art of Delivering Value - GDevCon NA Keynote
reverentgeek
10
1.3k
jQuery: Nuts, Bolts and Bling
dougneiner
63
7.6k
A better future with KSS
kneath
238
17k
Designing Dashboards & Data Visualisations in Web Apps
destraynor
231
53k
Intergalactic Javascript Robots from Outer Space
tanoku
270
27k
[Rails World 2023 - Day 1 Closing Keynote] - The Magic of Rails
eileencodes
33
2.1k
Facilitating Awesome Meetings
lara
52
6.2k
Why You Should Never Use an ORM
jnunemaker
PRO
55
9.2k
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$)*/( facebook.com/linewalks linewalks.com
[email protected]
hongwonjun
ichiki1023
panda_program
masuda220
x_ttyszk
brainpadpr
segavvy
yoshiiryo1
flatt_security
nejumi
shinyaa31
yutailang0119
nenonaninu
akosma
paigeccino
kneath
colly
reverentgeek
dougneiner
destraynor
tanoku
eileencodes
lara
jnunemaker
![linewalks.com ઁ30ର ೠन҃ాૐഥ ୶҅ӝࣿഥ 5)"/,4'038"5$)*/( facebook.com/linewalks linewalks.com [email protected]](https://files.speakerdeck.com/presentations/8f6452a74b424e3aa55db4789a76cd8c/slide_32.jpg){kind=link}