헬스케어 데이터 실습

2019 ؘ੉ఠঠ֥੗ ೾झாযؘ੉ఠपण ۄੋਖझഘਗળ ؘ੉ఠঠ֥੗

2019 ؘ੉ఠঠ֥੗ )POH8POKVO -JOFXBMLT*OD ೾झாযؘ੉ఠ੹ޙझఋ౟সۄੋਖझীࢲ ؘ੉ఠܳ࠙ࢳೞҊ੓णפ׮ .BTUFST%FHSFF #SBJOBOE$PHOJUJWF&OHJOFFSJOH #BDIFMPST%FHSFF
$PNQVUFS4DJFODF #MPHIUUQTIPOHXPOKVOHJUIVCJP -JOLFEJOIUUQTXXXMJOLFEJODPNJOIPOHXPOKVO 'BDFCPPLIUUQTXXXGBDFCPPLDPNIPOHXPOKVO 5XJUUFS!IPOHXPOKVO

2019 ؘ੉ఠঠ֥੗ ֙ߊ಴۽೾झாযؘ੉ఠܳࣗѐ೮঻णפ׮ https://speakerdeck.com/hongwonjun/the-next-big-thing-in-data-healthcare 2019 ؘ੉ఠঠ֥੗

2019 ؘ੉ఠঠ֥੗ ੿ܻೞݶ੉۠ղਊੑפ׮ زܐܳҳೞҊ੓णפ׮ ৈ੹൤ҳೞҊ੓णפ׮ ೾झாযؘ੉ఠ࠙ঠח࠺੹੉੓Ҋݒ۱੓ח࠙ঠੑפ׮

2019 ؘ੉ఠঠ֥੗ ੘֙ߊ಴੉റ"QQMF https://developer.apple.com/videos/play/wwdc2018/706/ https://www.apple.com/healthcare/health-records/

2019 ؘ੉ఠঠ֥੗ ੘֙ߊ಴੉റ(PPHMF https://cloud.google.com/healthcare/

2019 ؘ੉ఠঠ֥੗ ੘֙ߊ಴੉റ"NB[PO https://aws.amazon.com/comprehend/medical/

2019 ؘ੉ఠঠ֥੗ ੘֙ߊ಴੉റ'%" https://www.fda.gov/science-research/science-and-research-special-topics/real-world-evidence 38% 3FBM8PSME%BUBपઁ੐࢚੗ܐ ׮নೠ੗ܐਗਸా೧ࣻ૘ػജ੗৬ҙ۲ػпઙؘ੉ఠ ׮নೠ੗ܐਗ
߽ਗ੄&.3&)3 Ѥъࠁ೷୒ҳ੗ܐ ੄ܐӝҙࡺ݅ইפۄ4/4աਝয۞࠶ݽ߄ੌ٣߄੉झ١ਵ۽ࠗఠࣻ૘غחؘ੉ఠ 38& 3FBM8PSME&WJEFODFपઁ੐࢚ӔѢ 38%੄࠙ࢳਸా೧঳য૓੄ডಿ١੄ࢎਊ߂ਫ਼੤੸ੋਬ੊ࢿҗਤ೧ࢿীҙೠ੐࢚੸ੋૐѢ

2019 ؘ੉ఠঠ֥੗ ੘֙ߊ಴੉റ ֎੉ߡ ؀ਔઁডҗr׮աইؘ੉ఠsࢸ݀ ࣁ࠳ۆझh஠஠য় ೾झாযরై੗ഈড ۄੋ ੌࠄ੄ܐ੹ޙ೒ۖಬӝস.৬೤੘ߨੋrۄੋ೾झாযsܳࢸ݀

2019 ؘ੉ఠঠ֥੗ ࠺੹زೱ١ਸ҅ࣘসؘ੉౟ೞҊ੓णפ׮ https://linewalks.com/blog https://speakerdeck.com/hongwonjun

2019 ؘ੉ఠঠ֥੗ ߊ಴റо੢݆੉߉ח૕ޙ੉੓णפ׮ ؘ੉ఠܳয٣ࢲ঳աਃ যڌѱ೧ࠅࣻ੓աਃ 2019 ؘ੉ఠঠ֥੗

2019 ؘ੉ఠঠ֥੗ Ӓېࢲয়ט੄੉ঠӝח ૘ীࢲبೡࣻ੓ח ೾झாযؘ੉ఠपण 2019 ؘ੉ఠঠ֥੗

2019 ؘ੉ఠঠ֥੗ য়טࢎਊ೧ࠅؘ੉ఠ MIMIC-III • 2001֙ࠗఠ 2012֙ (ߑޙզ૞ ࠺ध߹ച
غয ੓਺) • Beth Israel Deaconess Medical Center • ઺ജ੗प (ICU) ী ੑਗ೮঻؍ ജ੗ٜ ੄ ؘ੉ఠ • ജ੗ ࣻח ড 4݅ݺ ੉࢚ • EMR ؘ੉ఠ https://mimic.physionet.org/

2019 ؘ੉ఠঠ֥੗ &MFDUSPOJD.FEJDBM3FDPSE੄ড੗ &)3 &MFDUSPOJD)FBMUI3FDPSE ੉ۄҊبࠛܿ ߽ਗীࢲॳ੉חदझమীࢲӝ۾غחؘ੉ఠܳాட ൔ൤੉ঠӝೞח੄ܐؘ੉ఠ &.3ؘ੉ఠ

2019 ؘ੉ఠঠ֥੗ https://github.com/search?q=mimic3 ҕѐػؘ੉ఠ੉ӝٸޙীۨಌ۠झب݆णפ׮ ҕѐػ࠙ࢳ௏٘ पઁࢎਊоמ https://google.com пઙ֤ޙҗ࠶۽Ӓನझ౟ ࠙ࢳߑߨҗࢿמ

2019 ؘ੉ఠঠ֥੗ ؀ഥبৌ݀פ׮ http://datathon.konect.or.kr/

2019 ؘ੉ఠঠ֥੗ ؘ੉ఠী؀ೠҕधޙࢲ੄௬ܻ౭оҭ੢൤֫णפ׮ https://mimic.physionet.org/about/mimic/

2019 ؘ੉ఠঠ֥੗ .*.*$***׮਍۽٘߉ӝ https://mimic.physionet.org/ ৡۄੋਵ۽ҙ۲Үਭ੉ࣻറ ׮਍۽٘оמ೤פ׮

2019 ؘ੉ఠঠ֥੗ .*.*$***%#ীࣁ౴ೞӝ https://linewalks.com/archives/6198

2019 ؘ੉ఠঠ֥੗ .*.*$***ਵ۽о੢݆੉ಽযղחޙઁٜ Prediction пઙ Event ৘ஏ ࢎݎ, ੤ߊ,
੤ੑਗ, ࣻࣿ ৈࠗ ١ ӝઓ ؘ੉ఠী ӝ߈ೞৈ ജ੗ীѱ ߊࢤೞח ׮ܲ ੉߮౟ܳ ৘ஏ ੗োয୊ܻ Medical Note ഝਊ Medical Note ৬ пઙ ׮ܲ ࣻ஖ٜр੄ Matching ਸ ాೞৈ ੗োযܳ Structure ؘ੉ఠ۽ ߸ജ Clustering ਬࢎജ੗ ఐ࢝ ജ੗ٜ੄ ؘ੉ఠܳ ӝ߈ਵ۽ ਬࢎജ੗ܳ ఐ ࢝, ੉ܳ ా೧ ࠺त೮؍ ജ੗ܳ ଺Ҋ ৘റ ৘ஏ ١੄ ӝמਸ ࣻ೯

2019 ؘ੉ఠঠ֥੗ ੌ߈੸ੋ૓೯1SPDFTT Start Finish ࢎਊೡ ߸ࣻ ఐ࢝ যځೠ
߸ࣻܳ ࢎਊೞৈ ޙઁܳ ೧Ѿೡ૑ ఐ࢝ೞҊ Ѿ੿ೞח җ੿ ୊਺ਵ۽ ֎?!?! ఋѶ ੿੄ ߂ ۄ݂߰ ޖ঺ਸ ৘ஏೡ૑ ܳ ੿ೞҊ ੉ܳ ۄ݂߰ೞח җ੿ ݽ؛݂ যځೠ ݽ؛ਸ ࢎਊೡ૑ Ѿ੿ೞח җ੿ ജ੗ҵ (Cohort) ੿੄ যڃ ؘ੉ఠࣇਵ۽ ૓೯ೡ Ѫੋ૑ Ѿ੿ೞח җ੿

2019 ؘ੉ఠঠ֥੗ ജ੗ҵ $PIPSU ੿੄ ੹୓ജ੗ҵ ૕߽ ׮নೠݓۅ੄ؘ੉ఠоݽৈ੓ਵ޲۽ ജ੗ҵ੄ઑѤਸ੿੄೧ঠೣ
ইې৬э਷ઑѤਸױࠂࣻѐ۽ࢎਊೞৈജ੗ҵਸ੿੄ೣ ജ੗੗୓੄ઑѤ ա੉ ࢿ߹ ౠ੿૕߽ FYबആҙ૕ജ ׼ַ١ ౠ੿੄ডಿࠂਊৈࠗ ౠ੿஖ܐߑߨࣻࣿ੸ਊৈࠗ ੜݽܰѷਵݶੌױ੹୓ജ੗ܳ؀࢚ਵ۽द੘ೞ੗ ୊஖ߑߨ

2019 ؘ੉ఠঠ֥੗ ജ੗ҵ $PIPSU ੿੄ ੑਗਸ೧ঠృਗ৘ஏਸೡࣻ੓׮ /ੌղ੤ੑਗ੉ۄݶযڌѱೡө ృਗਸ೧ঠ੤ੑਗਸ৘ஏೡࣻ੓׮ ృਗ
ੑਗ ੑਗ

2019 ؘ੉ఠঠ֥੗ ജ੗ҵ $PIPSU ੿੄ ੹୓ؘ੉ఠܳӝ߈ਵ۽द੘ೡٸ઱੄੼ ৘࢚৻۽ नࢤই /&8#03/
ؘ੉ఠо݆׮ ࢿמ੉ੜաয়૑ঋח׮ݶҊ۰೧ࠅࢎ೦

2019 ؘ੉ఠঠ֥੗ ఋѶ੿੄߂ۄ݂߰ যځೠ੉߮౟ܳ৘ஏೡѪੋоܳ੿ೞחױ҅

2019 ؘ੉ఠঠ֥੗ ఋѶ੿੄߂ۄ݂߰&YBNQMF ࢎݎ ઺ਃೞפө PS ࠁా਷ౠ੿ઑѤ੄ઑ೤ FY਽әੑਗറब੢ࣻࣿदࣿ
$"#(1$* PS ࢤпࠁ׮݆਷ޙઁ ృਗറੌղ੤ੑਗ

2019 ؘ੉ఠঠ֥੗ ఋѶ੿੄߂ۄ݂߰)PX ృਗറੌղ੤ੑਗਸ৘۽ٜ੗ݶ

2019 ؘ੉ఠঠ֥੗ ఋѶ੿੄߂ۄ݂߰)PX ࢎݎ੉߮౟੄҃਋ ࢎݎറ੤ߑޙೞח҃਋о੓਺ .*.*$ؘ੉ఠ੄ౠ੉ࢎ೦੢ӝ੉ध

2019 ؘ੉ఠঠ֥੗ ఋѶ੿੄߂ۄ݂߰ജ੗߹੿۳৘

2019 ؘ੉ఠঠ֥੗ ఋѶ੿੄߂ۄ݂߰ߑޙ߹੿۳৘

2019 ؘ੉ఠঠ֥੗ ఋѶ੿੄߂ۄ݂߰զ૞߹੿۳৘

2019 ؘ੉ఠঠ֥੗ ఋѶ੿੄߂ۄ݂߰दр߹੿۳৘

2019 ؘ੉ఠঠ֥੗ ࢎਊೡ߸ࣻࢶఖ ࢗ૕੄द੘ ࣛ૒൤ ੄೟૑ध੉੓ਵݶજӝחೣ ೞ૑݅ بݫੋ૑ध੉ਬܻೞ૑ঋ਷࠙ঠחহ਺ ؘ੉ఠחؘ੉ఠ۽ࠁ੗

2019 ؘ੉ఠঠ֥੗ ࢎਊೡ߸ࣻࢶఖؘ੉ఠחؘ੉ఠ۽ࠁҊࢎਊೞ੗ ؘ੉ఠ੿ӏച 0OFIPU&ODPEJOH ߓ਍Ѫٜਸॳݶؾפ׮

2019 ؘ੉ఠঠ֥੗ ࢎਊೡ߸ࣻࢶఖ઱੄ೡ੼ ઙઙ৘ஏೞ۰ח੿ࠁ : ৬э਷੿ࠁܳ߸ࣻ 9 ۽ࢎਊ
FY:Ҋആ঑ߊࢤৈࠗ9ആ঑ ࢿמ੉ਘ١ೞѱաয়ח҃਋ഛੋೡѪ

2019 ؘ੉ఠঠ֥੗ ࢎਊೡ߸ࣻࢶఖ੉۠ݽনਸٜ݅ѱؾפ׮

2019 ؘ੉ఠঠ֥੗ ࢎਊೡ߸ࣻࢶఖ Ҋә ੐߬٬ਸాೠ௏٘߸ജ 4LJQHSBN IUUQTMJOFXBMLTDPNBSDIJWFT

2019 ؘ੉ఠঠ֥੗ ݽ؛ࢶఖ ަೞٚই૒਷௾࢚ҙ੉হ਺ -JOFBS3FHSFTTJPOࠗఠद੘೧بؾפ׮ ݽ؛ࢶఖ੉য۵׮ݶ-JHIU(#.ܳ୶ୌ٘݀פ׮

2019 ؘ੉ఠঠ֥੗ ୊਺ਵ۽ ަށۋ׮חѢ୊ۢӒې ׮ؘܲ੉ఠ୊ܻ೐۽ࣁझ৬эणפ׮

2019 ؘ੉ఠঠ֥੗ ୊਺ਵ۽ ృਗറੌ੉ղ੤ੑਗਵ۽ࠌਸٸ "630$_੿بݶળࣻೠಞਵ۽ࠅࣻ੓਺ ੉ೞݶޥоੜޅೞҊ੓חѪ ੉࢚੉ݶޥоੜޅೞҊ੓חѪ
ੜޅೞҊ੓חѢইפݶ੷൞ഥࢎী੉۱ࢲ৬ೣԋࠁղ઱ࣁਃ

2019 ؘ੉ఠঠ֥੗ Ӓېࢲয়ט੄੉ঠӝח ૘ীࢲبೡࣻ੓ח ೾झாযؘ੉ఠपण 2019 ؘ੉ఠঠ֥੗

2019 ؘ੉ఠঠ֥੗ ੿ܻೞݶ੉۠ղਊੑפ׮ زܐܳҳೞҊ੓णפ׮ ೾झாযؘ੉ఠب׮ؘܲ੉ఠ৬׮ܰ૑ঋणפ׮੉ઁ૒੽೧ࠁࣁਃ

THANK YOU FOR WATCHING! Linewalks Inc. https://linewalks.com https://facebook.com/linewalks

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