$30 off During Our Annual Pro Sale. View Details »

의료 데이터 101

Avatar for Wonjun Hong Wonjun Hong
September 27, 2019
Technology
0
170

의료 데이터 101

Data Playground at 7: Healthcare and Surgical Vision - Guest spot

Avatar for Wonjun Hong

Wonjun Hong

September 27, 2019
Tweet

More Decks by Wonjun Hong

See All by Wonjun Hong
헬스케어 데이터 실습
Avatar for Wonjun Hong hongwonjun
0
1k
건강분야의 데이터 처리 기술
Avatar for Wonjun Hong hongwonjun
0
97
의료데이터 기반의 데이터서비스 개발기
Avatar for Wonjun Hong hongwonjun
0
730
The next big thing in data, healthcare!!
Avatar for Wonjun Hong hongwonjun
0
130

Other Decks in Technology

See All in Technology
Noを伝える技術2025: 爆速合意形成のためのNICOフレームワーク速習 #pmconf2025
Avatar for Aki / @LoveIdahoBurger aki_iinuma
2
2k
eBPFとwaruiBPF
Avatar for Satoru Takeuchi sat
PRO
4
2.5k
日本Rubyの会の構造と実行とあと何か / hokurikurk01
Avatar for Masayoshi Takahashi takahashim
4
900
Gemini でコードレビュー知見を見える化
Avatar for ZOZO Developers zozotech
PRO
1
180
法人支出管理領域におけるソフトウェアアーキテクチャに基づいたテスト戦略の実践
Avatar for ogugu ogugu9
1
210
re:Inventで気になったサービスを10分でいけるところまでお話しします
Avatar for Yuuki Yamashita yama3133
1
120
ブロックテーマとこれからの WordPress サイト制作 / Toyama WordPress Meetup Vol.81
Avatar for Toro_Unit (Hiroshi Urabe) torounit
0
390
regrowth_tokyo_2025_securityagent
Avatar for h-ashisan hiashisan
0
160
今からでも間に合う！速習Devin入門とその活用方法
Avatar for Izumu KUSUNOKI ismk
1
420
非CUDAの悲哀 〜Claude Code と挑んだ image to 3D “Hunyuan3D”を EVO-X2(Ryzen AI Max+395)で動作させるチャレンジ〜
Avatar for hawky the miscellaneous hawkymisc
1
160
プロダクトマネジメントの分業が生む「デリバリーの渋滞」を解消するTPMの越境
Avatar for Recruit recruitengineers
PRO
3
710
乗りこなせAI駆動開発の波
Avatar for Ikko Eltociear Ashimine eltociear
1
970

Featured

See All Featured
Visualizing Your Data: Incorporating Mongo into Loggly Infrastructure
Avatar for mongodb mongodb
48
9.8k
Documentation Writing (for coders)
Avatar for Carmen Chung carmenintech
76
5.2k
Art, The Web, and Tiny UX
Avatar for Lynn Fisher lynnandtonic
303
21k
Connecting the Dots Between Site Speed, User Experience & Your Business [WebExpo 2025]
Avatar for Tammy Everts tammyeverts
10
710
Site-Speed That Sticks
Avatar for Harry Roberts csswizardry
13
990
Making Projects Easy
Avatar for Brett Harned brettharned
120
6.5k
Keith and Marios Guide to Fast Websites
Avatar for Keith Pitt keithpitt
413
23k
For a Future-Friendly Web
Avatar for Brad Frost brad_frost
180
10k
Creating an realtime collaboration tool: Agile Flush - .NET Oxford
Avatar for Marc Duiker marcduiker
35
2.3k
Why Our Code Smells
Avatar for Brandon Keepers bkeepers
PRO
340
57k
The Language of Interfaces
Avatar for Des Traynor destraynor
162
25k
A better future with KSS
Avatar for Kyle Neath kneath
240
18k

Transcript

  1. linewalks.com Data Playground @ 7 ੄ܐؘ੉ఠ ۄੋਖझഘਗળ

  2. linewalks.com Data Playground @ 7 2 উ֞ೞࣁਃ ഘਗળੑפ׮ ೾झாযؘ੉ఠझఋ౟সۄੋਖझীࢲ
 )FBMUIDBSF%BUB4FSWJDFٜܳ݅Ҋ੓णפ׮

    #MPHIUUQTIPOHXPOKVOHJUIVCJP -JOLFEJOIUUQTXXXMJOLFEJODPNJOIPOHXPOKVO 'BDFCPPLIUUQTXXXGBDFCPPLDPNIPOHXPOKVO 5XJUUFS!IPOHXPOKVO

  3. linewalks.com Data Playground @ 7 3 য়ט੉ঠӝ ੉ঠӝ ೞ૑ ঋਸ

    Ѫ ੄೟ ੉ঠӝ ࢲߡ ইఃఫ୊ ੉ঠӝ ٩۞׬, ݠन۞׬ ݽ؛ ੉ঠӝ ੉ঠӝ ೡ Ѫ ੄ܐ ؘ੉ఠ ੉ঠӝ ੄ܐ ؘ੉ఠ৬ োҙػ ୭Ӕ ൒ܴ ੉ঠӝ ੄ܐؘ੉ఠ۽ ಽযࠌ؍ ޙઁ ੉ঠӝ

  4. Data Playground @ 7 linewalks.com 4 ੉ঠӝীখࢲ'30.#*(%"5"50"* ؘ੉ఠܳ ऺইࢲ ੋࢎ੉౟ܳ

    ঳ח׮ ݓ઱৬ ӝ੷ӈ١नചٜҗೣԋؘ੉ఠܳऺҊऺҊ ऺҊऺҊ #*(%"5" 4503"(& 2012~ ۄૉܻ߬౵੉١пઙࣗഋ1$١җೣԋࣃ ࢲ ೞ٘ਝয੄ ഐട 'JUCJU ١ झ݃౟ਕ஖੄ ࠁәചоद੘ؘ੉ఠܳࢤࢿೞӝद੘ *05 4&/403 2014~ (16 ೐۽Ӓې߁ਵ۽ ো࢑җ੿੉ ࡈۄ૗ ঌ ౵Ҋ੉റੌ߈ੋীѱঌ۰૑ݴ٩۞׬੄द ؀оৌܿ %&&1-&"3/*/( (16 2016~ Source: hadoop.apache.org Source: hadoop.apache.org Source: artificial-intelligence.blog

  5. Data Playground @ 7 linewalks.com 5 ੉ঠӝীখࢲؘ੉ఠ୊ܻӝࣿ ؘ ੉ ఠ

    ࢤ ࢿ / ࣻ ૘ ؘ ੉ ఠ ੹ ୊ ܻ / ੿ ઁ ؘ ੉ ఠ ੷ ੢ ؘ ੉ ఠ ఐ ࢝ ؘ ੉ ఠ ࠙ ࢳ / ৘ ஏ ؘ ੉ ఠ द п ച / ࢲ ࠺ झ ؀ࠗ࠙ ࢤпೞח AI ח ৈӝ ؘ੉ఠחпױ҅݃׮о஖о؊೧૓׮

  6. linewalks.com Data Playground @ 7 &.3ؘ੉ఠ ੄ܐ৔ؘ࢚੉ఠ ੄ܐݺࣁࢲؘ੉ఠ ਬ੹୓ؘ੉ఠ য়ט׮ܖযࠅؘ੉ఠ

  7. linewalks.com Data Playground @ 7 7 ੄ܐݺࣁࢲؘ੉ఠ ജ੗ ߽ਗ ࠁ೷ഥࢎ

  8. linewalks.com Data Playground @ 7 8 ੄ܐݺࣁࢲؘ੉ఠ੄ҳࢿ https://opendata.hira.or.kr/op/opb/selectHelhMedDataView.do ઱ਃప੉࠶ҙ҅ب<Ѥъࠁ೷बࢎಣоਗ>

  9. linewalks.com Data Playground @ 7 9 ੄ܐݺࣁࢲؘ੉ఠ੄ҳࢿ ߽ਗҗജ੗ী؀ೠ੿ࠁ࠺ध߹ചػ׮ ־о־ҷ஖ܐ೮ח૑ ஖ܐ೯ਤ৬୊ߑೠডী؀ೠ੿ࠁ

    যڌѱ஖ܐ೮ח૑ ૓ױೠ૕߽ী؀ೠ੿ࠁ ৵஖ܐ೮ח૑ п஖ܐ೯ਤైৈػডী؀ೠ࠺ਊ੿ࠁ ࠺ਊ੉঴݃աߊࢤ೮ח૑

  10. linewalks.com Data Playground @ 7 10 ੄ܐݺࣁࢲؘ੉ఠ੄ೠ҅৬ъ੼ ઁೠ੸ੋ੿ࠁ۝  ѨࢎѾҗী؀ೠ੿ࠁࠗ੤

     ֙ױਤ۽୶୹ઁҕ  әৈ೦ݾ݅ࣻ૘ؽ $PEFS੄ݾ੸ীٮۄपઁ੿ࠁ৬ର੉ बಣ੄೟  ೠ҅ ࠺Ү੸ؘ੉ఠഋध੉੿ӏചغয੓਺ ੄ܐ࠺ܳ૒੽ݽ؛݂ೡࣻ੓חѢ੄ਬੌೠ ؘ੉ఠ ъ੼

  11. Data Playground @ 7 linewalks.com 11 ੄ܐݺࣁࢲؘ੉ఠ http://opendata.hira.or.kr ജ੗಴ࠄؘ੉ఠѐߑ<Ѥъࠁ೷बࢎಣоਗ> Data

    Playground @ 7

  12. linewalks.com Data Playground @ 7 12 ੄ܐݺࣁࢲؘ੉ఠ࠙ࢳਸਤೠݫఋؘ੉ఠࣻ૘

  13. Data Playground @ 7 linewalks.com 13 ੄ܐݺࣁࢲؘ੉ఠ࠙ࢳ৘ز߈࢚߽ҵ૘࠙ࢳ Data Playground @

    7

  14. Data Playground @ 7 linewalks.com 14 ੄ܐݺࣁࢲؘ੉ఠ࠙ࢳ৘୊ߑಁఢ࠙ࢳ Data Playground @

    7

  15. Data Playground @ 7 linewalks.com 15 ੄ܐݺࣁࢲؘ੉ఠ࠙ࢳ৘୊ߑಁఢ࠙ࢳ Data Playground @

    7

  16. Data Playground @ 7 linewalks.com 16 ੄ܐݺࣁࢲؘ੉ఠ࠙ࢳ৘੄ডಿ୊ߑఐ࢝ Data Playground @

    7

  17. Data Playground @ 7 17 Data Playground @ 7 &.3ؘ੉ఠ

    linewalks.com &MFDUSPOJD.FEJDBM3FDPSE੄ড੗ ߽ਗীࢲॳ੉חदझమীࢲӝ۾غחؘ੉ఠܳాட &)3 &MFDUSPOJD)FBMUI3FDPSE ੉ۄҊبࠛܿ

  18. Data Playground @ 7 linewalks.com 18 ݺࣁࢲؘ੉ఠ৬&.3ؘ੉ఠ࠺Ү Data Playground @

    7

  19. linewalks.com Data Playground @ 7 19 &.3ؘ੉ఠ੄ౠࢿ .VMUJGBDFUFEEBUB ׮নೠݓۅ੄ؘ੉ఠоݽৈ੓׮ 5FNQPSBM*SSFHVMBSJUZ

    ऺ੉חࣘبоؘ੉ఠ݃׮׮ܰ׮ )JHIEFNFOTJPOBMJUZ ೖ୊о݆׮ )FUFSPHFOFJUZ ߽ਗ݃׮झః݃о׮ܰ׮ ߽ਗ݃׮ࢎਊೞח௏٘୓҅о׮ܰ׮ ࠄ૕੸ਵ۽੄ܐӝ۾ਸ੷੢ೞӝਤ೧٣੗ੋػؘ੉ఠ ੐࢚োҳ ࠻ؘ੉ఠ࠙ࢳ ӝ҅೟ण੉աੋҕ૑מਸਤೠؘ੉ఠоইפ঻਺

  20. linewalks.com Data Playground @ 7 20 )&"-5)$"3&%"5"಴ળച Data Service #1

    &.3ؘ੉ఠदпചࢲ࠺झ Data Service #2 ജ੗ਤ೷ب৘ஏࢲ࠺झ Data Service #3 ౠ੿੄ডಿ੄ࠗ੘ਊఐ࢝ࢲ࠺झ Data Service #n ਬࢎജ੗ఐ࢝߂৘റ৘ஏࢲ࠺झ Hospital #1 Hospital #2 Hospital #3 Hospital #n ಴ળചݽ؛ زੌೠഋध੄)&"-5)$"3&%"5"

  21. linewalks.com Data Playground @ 7 21 )&"-5)$"3&%"5"಴ળച੄൒ܴ https://developer.apple.com/videos/play/wwdc2018/706/

  22. linewalks.com Data Playground @ 7 22 )&"-5)$"3&%"5"಴ળച੄൒ܴ https://www.apple.com/healthcare/health-records/

  23. linewalks.com Data Playground @ 7 23 )&"-5)$"3&%"5"಴ળച੄൒ܴ https://cloud.google.com/healthcare/

  24. linewalks.com Data Playground @ 7 24 ಴ળചӝ߈੄&.3ؘ੉ఠӝ߈োҳ

  25. Data Playground @ 7 25 38% 3FBM8PSME%BUB पઁ੐࢚੗ܐ ח׮নೠ੗ܐਗਸా೧ࣻ૘ػജ੗৬ҙ۲ػпઙؘ੉ఠ ׮নೠ੗ܐਗ਷߽ਗ੄&.3&)3

    Ѥъࠁ೷୒ҳ੗ܐ ডҴ١੄ܐӝҙࡺ݅ইפۄ4/4աਝয۞࠶ ݽ߄ੌ٣߄੉झ١ਵ۽ࠗఠࣻ૘غחؘ੉ఠ 38& 3FBM8PSME&WJEFODFपઁ੐࢚ӔѢ ח38%੄࠙ࢳਸా೧঳য૓੄ডಿ١੄ࢎਊ߂ਫ਼੤੸ ੋਬ੊ࢿҗਤ೧ࢿীҙೠ੐࢚੸ੋૐѢ Data Playground @ 7  38%৬38& linewalks.com

  26. linewalks.com 26 )&"-5)$"3&ؘ੉ఠ੄׮নച Data Playground @ 7

  27. linewalks.com 27 )&"-5)$"3&%"5"1-"5'03. Data Playground @ 7

  28. Data Playground @ 7 linewalks.com যڃؘ੉ఠܳҳೡࣻ੓աਃ

  29. Data Playground @ 7 linewalks.com 29 Ѥъࠁ೷बࢎಣоਗജ੗಴ࠄ੗ܐ https://opendata.hira.or.kr/op/opc/selectPatDataAplInfoView.do ജ੗಴ࠄؘ੉ఠѐߑ<Ѥъࠁ೷बࢎಣоਗ> Data

    Playground @ 7

  30. Data Playground @ 7 linewalks.com 30 ޷Ҵࠁ೷୒ $.4 4ZO16'T .FEJDBSF$MBJNT4ZOUIFUJD1VCMJD6TF'JMFT

    https://www.cms.gov/Research-Statistics-Data-and-Systems/Downloadable-Public-Use-Files/SynPUFs/index.html

  31. Data Playground @ 7 linewalks.com 31 ޷ҴҴ݀ঐোҳࣗ4&&3 4VSWFJMMBODF &QJEFNJPMPHZBOE&OE3FTVMUT https://seer.cancer.gov/data-software/

  32. Data Playground @ 7 linewalks.com 32 PQFOTPVSDF4:/5)&" https://synthetichealth.github.io/synthea/

  33. Data Playground @ 7 linewalks.com 33 .*5-BCGPS$PNQVUBUJPOBM1IZTJPMPHZ.*.*$*** https://mimic.physionet.org/

  34. Data Playground @ 7 linewalks.com ੉ؘ੉ఠٜبযڃѪٜਸ೧ࠅࣻ੓աਃ

  35. Data Playground @ 7 35 ؘ੉ఠ੗୓ܳખ؊ੜ੉೧ೞӝ  ࣻ૘੿ઁ  दпച

    ా҅࠙ࢳ .BDIJOF-FBSOJOH"MHPSJUIN %FFQ-FBSOJOHನೣ   $MVTUFSJOH  1SFEJDUJPO  $MBTTJGJDBUJPO Data Playground @ 7 linewalks.com ؘ੉ఠ۽೧ࠅࣻ੓חѪٜ

  36. linewalks.com Data Playground @ 7 36 ؘ੉ఠܳખ؊ੜ੉೧ೞӝ https://mdwalks.net/ http://exi.mdwalks.net/

  37. linewalks.com Data Playground @ 7 37 ా҅࠙ࢳ੄ডಿ੤ѐߊറࠁҵఐ࢝ ↟੄ডಿ੤ѐߊ %SVH3FQVSQPTJOH3FQPTJUJPOJOH 

    ↟੉޷উ੹ࢿ੉ഛੋػӝઓ੄ডಿਵ۽ࠗఠਗې஖ܐݾ੸੉ ইצ׮ܲ૕ജী੸ਊೞחߑউਸোҳ
 œইझೖܽ੄҃਋ਗې૓ాઁ۽ѐߊغ঻ਵաबӔ҃࢝৘ߑ ীബҗ੓য׼ݾ੸ਵ۽بࢎਊ $૕߽ߊ߽ܫ %૕߽ߊ߽ܫ &૕߽ߊ߽ܫ $૕߽ߊ߽ܫ %૕߽ߊ߽ܫ &૕߽ߊ߽ܫ #੄ডಿ
 ࢎਊജ੗ҵ #੄ডಿ
 ޷ࢎਊജ੗ҵ "૕߽ജ੗ҵ 10% 0.5% 3%

  38. linewalks.com Data Playground @ 7 38 ా҅࠙ࢳౠ੿੄ডಿࠂਊਵ۽׮ܲ૕߽੉ߊࢤೞחо  ࠗ੘ਊ ↟੉࢚ࢎ۹࠙ࢳ

    ↟ ࠁా਷݅ࢿജ੗ҵ ജ੗ҵਸ؀࢚ਵ۽૑ࣘ੸ਵ۽ࢎਊೞח ੄ডಿী؀ೞৈౠ੿૕߽੉݆੉ߊࢤೞח૑ܳഛੋ $૕߽ߊ߽ܫ %૕߽ߊ߽ܫ &૕߽ߊ߽ܫ $૕߽ߊ߽ܫ %૕߽ߊ߽ܫ &૕߽ߊ߽ܫ #੄ডಿ
 ࢎਊജ੗ҵ #੄ডಿ
 ޷ࢎਊജ੗ҵ "૕߽ജ੗ҵ 10% 0.5% 3%

  39. linewalks.com Data Playground @ 7 39 .BDIJOF-FBSOJOH&.3ؘ੉ఠӝ߈੄FWFOU৘ஏ  ജ੗ؘ੉ఠӝ߈ਵ۽$MBTTJGJDBUJPOী೧׼ೞח૓ױҗ׮ܰѱ޷ې੄FWFOUܳ1SFEJDUJPO 

    ࢚׼൤݆਷4UBUFоઓ੤ೣ  ࢎݎ  ృਗറ੤ੑਗ  ృਗറ਽әपߑޙ  ૕߽੄੤ߊ  ਤәೠ੉߮౟ߊࢤ  ޷Ҵ$.4 $FOUFSTPG.FEJDBSF.FEJDBJE4FSWJDFT ੄)331 )PTQJUBM3FBENJTTJPOT 3FEVDUJPO1SPHSBN ੌղ੤ੑਗद߽ਗীಁօ౭  ҙ۲োҳо૓೯઺੉ݴࢿמଵҊ۽ഝਊоמೣ

  40. linewalks.com Data Playground @ 7 40 .BDIJOF-FBSOJOH&.3ؘ੉ఠӝ߈੄FWFOU৘ஏ https://linewalks.com/archives/6452

  41. linewalks.com Data Playground @ 7 41 .BDIJOF-FBSOJOH&.3ؘ੉ఠӝ߈੄FWFOU৘ஏ http://exi.mdwalks.net/

  42. linewalks.com Data Playground @ 7 42 .BDIJOF-FBSOJOH&.3ؘ੉ఠӝ߈੄FWFOU৘ஏ https://linewalks.com/archives/6142

  43. linewalks.com Data Playground @ 7 43 .BDIJOF-FBSOJOH&.3ؘ੉ఠӝ߈੄૓ױ௏٘$MVTUFSJOH https://linewalks.com/archives/6408

  44. linewalks.com Data Playground @ 7 44 .BDIJOF-FBSOJOH&.3ؘ੉ఠӝ߈੄ജ੗$MVTUFSJOH http://exi.mdwalks.net/

  45. linewalks.com Data Playground @ 7 45 ݃ޖܻೞݴ ੄ܐؘ੉ఠחо஖о੓חؘ੉ఠੑפ׮ ؘ੉ఠࢤక҅ীࢲؘ੉ఠоо੢઺ਃ೤פ׮ ૕જ਷ؘ੉ఠо੓ਵݶੋҕ૑מ৻ীبೡࣻ੓חੌ੉ҭ੢൤݆णפ׮

    ੄ܐؘ੉ఠחӒনҗ૕੉҅ࣘ೧ࢲߊ੹ೞҊ੓णפ׮

  46. ؘ੉ఠ࢑স ೾झாয࠙ঠী࠺੹ਸо૑Ҋ੓ח زܐܳҳೞҊ੓णפ׮ * Designer * Medical Data Scientist *

    Machine-Learning Engineer * Data Engineer * Front-end Engineer https://linewalks.com/recruit Data Playground @ 7

  47. linewalks.com Data Playground @ 7 5)"/,4'038"5$)*/( facebook.com/linewalks linewalks.com [email protected]