{"id":9,"date":"2024-04-04T07:11:31","date_gmt":"2024-04-04T04:11:31","guid":{"rendered":"https:\/\/sisu.ut.ee\/meditsiinivaldkonna-digipadevus\/digilahenduste-kasutamine\/"},"modified":"2024-04-04T07:11:41","modified_gmt":"2024-04-04T04:11:41","slug":"digilahenduste-kasutamine","status":"publish","type":"page","link":"https:\/\/sisu.ut.ee\/meditsiinivaldkonna-digipadevus\/digilahenduste-kasutamine\/","title":{"rendered":"Digilahenduste kasutamine"},"content":{"rendered":"<h3>\n<\/h3><p><!--br {mso-data-placement:same-cell;}--><br>\n\tDigilahendused tervisevaldkonnas laiemalt, tervishoius ja tervishoiu administreerimises<br>\n\n<\/p><p><!--br {mso-data-placement:same-cell;}--><br>\n\tTegutsemine kiiresti arenevas meditsiinivaldkonnas eeldab pidevat \u00f5ppimist ja arengut, valmisolekut erialaste arengutega tehnoloogias kursis olla, v\u00f5imalusel uusi lahendusi rakendada ja meetodeid kasutusele v\u00f5tta. Selleks meditsiinivaldkonnas \u00fclikoolil\u00f5petaja:\n<\/p>\n<ul>\n<li>\n\t\tteab t\u00e4nap\u00e4evaste digitaalse vastuv\u00f5tu ja telemeditsiini v\u00f5imalusi;\n\t<\/li>\n<li>\n\t\tm\u00f5istab tehisintellekti p\u00f5him\u00f5tteid ning teab, kuidas seda meditsiinis kasutada saab;\n\t<\/li>\n<li>\n\t\tm\u00f5istab digilahendustega kaasnevaid (turva)riske;\n\t<\/li>\n<li>\n\t\toskab kriitiliselt hinnata digilahenduste v\u00f5imalusi ja enda vajadusi.\n\t<\/li>\n<\/ul>\n<p>\n\t\u00a0\n<\/p>\n<h3 style=\"text-align: center\">\n\tP\u00c4DEVUSE KUJUNDAMINE T\u00dc MV \u00d5PPEKAVADES<br>\n<\/h3>\n<ul>\n<\/ul>\n<p>\n\t<\/p><div class=\"accordion mb-3\">\n        <div class=\"accordion-item accordion-item--white\">\n        <h2 class=\"accordion-header\" id=\"accordion-69e00d9f2df02-heading\">\n            <button class=\"accordion-button collapsed\" type=\"button\" data-bs-toggle=\"collapse\" data-bs-target=\"#accordion-69e00d9f2df02-collapse\" aria-expanded=\"true\" aria-controls=\"accordion-69e00d9f2df02-collapse\">Arstiteadus<\/button>\n        <\/h2>\n        <div id=\"accordion-69e00d9f2df02-collapse\" class=\"accordion-collapse collapse\" aria-labelledby=\"accordion-69e00d9f2df02-heading\">\n            <div class=\"accordion-body\"><span data-sheets-formula-bar-text-style=\"font-size:11px;color:#000000;font-weight:normal;text-decoration:none;font-family:'docs-Roboto';font-style:normal;text-decoration-skip-ink:none;\">Erialaspetsiifilised digitehnoloogiaid eesm\u00e4rgiga parem ravi ja efektiivsem diagnostika: telemeditsiin, digitaalne vastuv\u00f5tt, digiretsept. Teab tehisintellektil p\u00f5hinevate digitaalsete patohistoloogiliste diagnoosimeetodite p\u00f5him\u00f5tteid ja oskab nende tulemusi kriitiliselt interpreteerida.<\/span><\/div>\n        <\/div>\n        <\/div>\n    <\/div>\n\n<p>\n\t<\/p><div class=\"accordion mb-3\">\n        <div class=\"accordion-item accordion-item--white\">\n        <h2 class=\"accordion-header\" id=\"accordion-69e00d9f2df0a-heading\">\n            <button class=\"accordion-button collapsed\" type=\"button\" data-bs-toggle=\"collapse\" data-bs-target=\"#accordion-69e00d9f2df0a-collapse\" aria-expanded=\"true\" aria-controls=\"accordion-69e00d9f2df0a-collapse\">F\u00fcsioteraapia<\/button>\n        <\/h2>\n        <div id=\"accordion-69e00d9f2df0a-collapse\" class=\"accordion-collapse collapse\" aria-labelledby=\"accordion-69e00d9f2df0a-heading\">\n            <div class=\"accordion-body\">sisu<\/div>\n        <\/div>\n        <\/div>\n    <\/div>\n\n<p>\n\t<\/p><div class=\"accordion mb-3\">\n        <div class=\"accordion-item accordion-item--white\">\n        <h2 class=\"accordion-header\" id=\"accordion-69e00d9f2df0f-heading\">\n            <button class=\"accordion-button collapsed\" type=\"button\" data-bs-toggle=\"collapse\" data-bs-target=\"#accordion-69e00d9f2df0f-collapse\" aria-expanded=\"true\" aria-controls=\"accordion-69e00d9f2df0f-collapse\">Hambaarstiteadus<\/button>\n        <\/h2>\n        <div id=\"accordion-69e00d9f2df0f-collapse\" class=\"accordion-collapse collapse\" aria-labelledby=\"accordion-69e00d9f2df0f-heading\">\n            <div class=\"accordion-body\">\n<p><!--td {border: 1px solid #ccc;}br {mso-data-placement:same-cell;}--><br>\n\t\u2013 Oskab ise teha ja hoida digifotosid patsiendist korrektselt turvatud keskkonnas (ARST.01.063 Ortodontia).<br>\u2013 Oskab kasutada kaameraga hambaravi mikroskoopi oma t\u00f6\u00f6protsessi protokollimiseks (MVST.00.001 Hambaarsti integreeritud praktikum)<br>\u2013 Oskab kasutada digitaalset juurekanali pikkuse m\u00f5\u00f5tmise seadet (apekslokaator) (ARST.01.111 Suu- ja hambahaigused I)<br>\u2013 Oskab ise teha digitaalset siht\u00fclesv\u00f5tet hambast r\u00f6ntgenaparaadiga, oskab kaitsta ennast ja patsienti, oskab salvestada r\u00f6ntgenpilti turvatud keskkonda (MVST.00.001 Hambaarsti integreeritud praktikum)<br>\u2013 Omab \u00fclevaadet kolju tsefalomeetrilisest anal\u00fc\u00fcsist kasutades spetsiaalset programmi (ARST.01.063 Ortodontia).<br>\u2013 Omab \u00fclevaadet intraoraalsest skanneerimisest, andmevahetusest hambaarsti ja hambalabori vahel. Teab kuidas kasutatakse CAD\/CAM seadet erinevate materjalide t\u00f6\u00f6tlemiseks hambaproteeside valmistamise eesm\u00e4rgil (MVST.00.001 Hambaarsti integreeritud praktikum).<\/p><\/div>\n        <\/div>\n        <\/div>\n    <\/div>\n\n<p>\n\t<\/p><div class=\"accordion mb-3\">\n        <div class=\"accordion-item accordion-item--white\">\n        <h2 class=\"accordion-header\" id=\"accordion-69e00d9f2df15-heading\">\n            <button class=\"accordion-button collapsed\" type=\"button\" data-bs-toggle=\"collapse\" data-bs-target=\"#accordion-69e00d9f2df15-collapse\" aria-expanded=\"true\" aria-controls=\"accordion-69e00d9f2df15-collapse\">Kehaline kasvatus ja sport<\/button>\n        <\/h2>\n        <div id=\"accordion-69e00d9f2df15-collapse\" class=\"accordion-collapse collapse\" aria-labelledby=\"accordion-69e00d9f2df15-heading\">\n            <div class=\"accordion-body\">\n<p><!--br {mso-data-placement:same-cell;}--><br>\n\tPulsim\u00f5\u00f5tmine anduritega;<br>Laktaadianal\u00fc\u00fcsid;<br>Keha koostise anal\u00fc\u00fcs;<br>T\u00f6\u00f6v\u00f5ime \u2013 kiirusandurid, hapnikutarbimine, liikumisaktiivsus;<br>Toitumisanal\u00fc\u00fcs.<\/p><\/div>\n        <\/div>\n        <\/div>\n    <\/div>\n\n<p>\n\t<\/p><div class=\"accordion mb-3\">\n        <div class=\"accordion-item accordion-item--white\">\n        <h2 class=\"accordion-header\" id=\"accordion-69e00d9f2df18-heading\">\n            <button class=\"accordion-button collapsed\" type=\"button\" data-bs-toggle=\"collapse\" data-bs-target=\"#accordion-69e00d9f2df18-collapse\" aria-expanded=\"true\" aria-controls=\"accordion-69e00d9f2df18-collapse\">Proviisori\u00f5pe<\/button>\n        <\/h2>\n        <div id=\"accordion-69e00d9f2df18-collapse\" class=\"accordion-collapse collapse\" aria-labelledby=\"accordion-69e00d9f2df18-heading\">\n            <div class=\"accordion-body\">\n<p><!--td {border: 1px solid #ccc;}br {mso-data-placement:same-cell;}--><br>\n\tTeadmised kaasaegsete digilahenduste kasutamise kohta proviisori t\u00f6\u00f6s (digiretsept).tehisintellekti kasutamine ravimi loomisel, jm., andmekihid x-tee jm., apteegirobotid, erinevad digilahendused apteegipraktikas, app\u2019id patsiendi toetamiseks, andmeanal\u00fc\u00fcs.<\/p><\/div>\n        <\/div>\n        <\/div>\n    <\/div>\n\n<p>\n\t<\/p><div class=\"accordion mb-3\">\n        <div class=\"accordion-item accordion-item--white\">\n        <h2 class=\"accordion-header\" id=\"accordion-69e00d9f2df1b-heading\">\n            <button class=\"accordion-button collapsed\" type=\"button\" data-bs-toggle=\"collapse\" data-bs-target=\"#accordion-69e00d9f2df1b-collapse\" aria-expanded=\"true\" aria-controls=\"accordion-69e00d9f2df1b-collapse\">Rahvatervishoid<\/button>\n        <\/h2>\n        <div id=\"accordion-69e00d9f2df1b-collapse\" class=\"accordion-collapse collapse\" aria-labelledby=\"accordion-69e00d9f2df1b-heading\">\n            <div class=\"accordion-body\">sisu<\/div>\n        <\/div>\n        <\/div>\n    <\/div>\n\n<p>\n\t<\/p><div class=\"accordion mb-3\">\n        <div class=\"accordion-item accordion-item--white\">\n        <h2 class=\"accordion-header\" id=\"accordion-69e00d9f2df1e-heading\">\n            <button class=\"accordion-button collapsed\" type=\"button\" data-bs-toggle=\"collapse\" data-bs-target=\"#accordion-69e00d9f2df1e-collapse\" aria-expanded=\"true\" aria-controls=\"accordion-69e00d9f2df1e-collapse\">\u00d5endusteadus<\/button>\n        <\/h2>\n        <div id=\"accordion-69e00d9f2df1e-collapse\" class=\"accordion-collapse collapse\" aria-labelledby=\"accordion-69e00d9f2df1e-heading\">\n            <div class=\"accordion-body\">\n\n<ul>\n<li>\n\t\tOskused hinnata digitehnoloogiate kasutamise v\u00f5imalusi \u00f5petamises, \u00f5ppimises, juhtimises, uurimist\u00f6\u00f6s, patsientide ja kolleegide n\u00f5ustamises ning juhendamises.\n\t<\/li>\n<li>\n\t\tOskused digitehnoloogiaid kasutada, digikohtumisi sh digikonverentsi pidada, digidokumente vormistada, digiallkirjastada ja jagada.\n\t<\/li>\n<li>\n\t\tOskused hinnata oma eneset\u00e4iendamisvajadusi digitehnoloogiate ja -vahendite kasutamises, otsida \u00f5ppimisv\u00f5imalusi ning planeerida arengut.\n\t<\/li>\n<li>\n\t\tOskused aru saada millal ei ole digilahendused sobivad ja mis on nende puuduj\u00e4\u00e4gid erinevate sihtgruppidega suheldes v\u00f5i neile probleemilahendusi pakkudes.<\/li><\/ul><\/div>\n        <\/div>\n        <\/div>\n    <\/div>\n\t\n\n<p>\n\t\u00a0\n<\/p>\n<h3 style=\"text-align: center\">\n\t\u00d5PIRESSURSID<br>\n<\/h3>\n<p>\n\t<\/p><div class=\"accordion mb-3\">\n        <div class=\"accordion-item accordion-item--white\">\n        <h2 class=\"accordion-header\" id=\"accordion-69e00d9f2df4f-heading\">\n            <button class=\"accordion-button collapsed\" type=\"button\" data-bs-toggle=\"collapse\" data-bs-target=\"#accordion-69e00d9f2df4f-collapse\" aria-expanded=\"true\" aria-controls=\"accordion-69e00d9f2df4f-collapse\">Tehisintellekt ja meditsiinieetika \u2013 T\u00dc praktilise filosoofia kaasprofessor Kadri Simm<\/button>\n        <\/h2>\n        <div id=\"accordion-69e00d9f2df4f-collapse\" class=\"accordion-collapse collapse\" aria-labelledby=\"accordion-69e00d9f2df4f-heading\">\n            <div class=\"accordion-body\">\n\n<p dir=\"ltr\" id=\"docs-internal-guid-058f28dc-7fff-e2c8-21bc-892e995f8e6c\" style=\"line-height:1.295;margin-top:0pt;margin-bottom:8pt\">\n\t<span>Allolevates materjalides juhatab T\u00dc praktilise filosoofia kaasprofessor Kadri Simm l\u00fchidalt sisse tehisintellekti teemasse meditsiinis ning tervishoius laiemalt. Materjal jaotub neljaks teemaks:<\/span>\n<\/p>\n<ol dir=\"ltr\">\n<li style=\"line-height: 1.295;margin-top: 0pt;margin-bottom: 8pt\">\n\t\t<span id=\"docs-internal-guid-73bd4b01-7fff-8f5f-5b58-6581f8f752de\">Tehisintellekt ja meditsiin \u2013 sissejuhatus.<\/span>\n\t<\/li>\n<li style=\"line-height: 1.295;margin-top: 0pt;margin-bottom: 8pt\">\n\t\t<span id=\"docs-internal-guid-07b3fbb7-7fff-b7f0-ea07-14ca20b77280\">Tehisintellekti rakendamise olulisemad valdkonnad tervishoius<\/span>.\n\t<\/li>\n<li style=\"line-height: 1.295;margin-top: 0pt;margin-bottom: 8pt\">\n\t\t<span id=\"docs-internal-guid-5506985a-7fff-ddc9-044e-8a65cf516242\">Tehisintellekti eetilised aspektid meditsiinis<\/span>.\n\t<\/li>\n<li style=\"line-height: 1.295;margin-top: 0pt;margin-bottom: 8pt\">\n\t\t<span id=\"docs-internal-guid-78bd842f-7fff-0934-a127-d37c78258a40\">Tehisintellekt meditsiinis \u2013 lootused ja v\u00f5imalused<\/span>.\n\t<\/li>\n<\/ol>\n<p style=\"line-height: 1.295;margin-top: 0pt;margin-bottom: 8pt\">\n\t<span>Iga teema h\u00f5lmab l\u00fchikest videoloengut, \u00fclesannet ning lisamaterjale.<\/span>\n<\/p>\n<p dir=\"ltr\" style=\"line-height:1.295;margin-top:0pt;margin-bottom:8pt\">\n\t\u00a0\n<\/p>\n<h4 dir=\"ltr\" style=\"line-height: 1.295;margin-top: 0pt;margin-bottom: 8pt;text-align: center\">\n\t<strong><span id=\"docs-internal-guid-73bd4b01-7fff-8f5f-5b58-6581f8f752de\">1. Tehisintellekt ja meditsiin \u2013 sissejuhatus<\/span><\/strong><br>\n<\/h4>\n<p dir=\"ltr\" style=\"line-height:1.295;margin-top:0pt;margin-bottom:8pt\">\n\t<strong><span>Videoloengus k\u00e4sitletavad k\u00fcsimused:<\/span><\/strong>\n<\/p>\n<ul style=\"margin-top:0;margin-bottom:0;padding-inline-start:48px\">\n<li dir=\"ltr\">\n<p dir=\"ltr\" role=\"presentation\" style=\"line-height:1.295;margin-top:0pt;margin-bottom:0pt\">\n\t\t\t<span>Mida t\u00e4hendab tehisintellekti rakendamine meditsiinis?<\/span>\n\t\t<\/p>\n<\/li>\n<li dir=\"ltr\">\n<p dir=\"ltr\" role=\"presentation\" style=\"line-height:1.295;margin-top:0pt;margin-bottom:0pt\">\n\t\t\t<span>Millised on n\u00e4ited juba olemasolevatest tehistintellekti rakendustest meditsiinis?<\/span>\n\t\t<\/p>\n<\/li>\n<li dir=\"ltr\">\n<p dir=\"ltr\" role=\"presentation\" style=\"line-height:1.295;margin-top:0pt;margin-bottom:8pt\">\n\t\t\t<span>Miks tehisintellektist just praegu nii palju r\u00e4\u00e4gitakse, ka meditsiinis?<\/span>\n\t\t<\/p>\n<\/li>\n<\/ul>\n<p style=\"text-align: center\">\n\t<\/p><div class=\"ratio ratio-16x9 mb-3\"><div class=\"video-placeholder-wrapper video-placeholder-wrapper--16x9\">\n\t\t\t    <div class=\"video-placeholder d-flex justify-content-center align-items-center\">\n\t\t\t        <div class=\"overlay text-white p-2 w-100 text-center d-block justify-content-center align-items-center\">\n\t\t\t            <div>Kolmandate osapoolte sisu n\u00e4gemiseks palun n\u00f5ustu k\u00fcpsistega.<\/div>\n\t\t\t            <button class=\"btn btn-secondary btn-sm mt-1 consent-change\">Muuda n\u00f5usolekut<\/button>\n\t\t\t        <\/div>\n\t\t\t    <\/div>\n\t\t\t<\/div>\n<\/div>\n\n<p>\n\t<span id=\"docs-internal-guid-2e5206ef-7fff-7649-ab1c-f2e35aee0ef6\"><strong>Lisa\u00fclesanne<\/strong>: <\/span><span>uuri omal k\u00e4el tervishoiu-juturobotite maailma ja proovi ise m\u00f5nda ka kasutada (n\u00e4iteks <\/span><a href=\"https:\/\/medicalfuturist.com\/top-12-health-chatbots\/\" style=\"text-decoration:none\"><span>sellel <\/span><span>The Medical Futurist<\/span><span> lehel<\/span><\/a><span> on mitmed n\u00e4ited kokku kogutud). Foorumi olemasolul jaga oma kogemust kaastudengiga.<\/span>\n<\/p>\n<p>\n\t<span><strong>Lisamaterjalid (lugemiseks):<\/strong><\/span>\n<\/p>\n<ul>\n<li>\n<p dir=\"ltr\" style=\"line-height:1.295;margin-top:0pt;margin-bottom:8pt\">\n\t\t\t<span>Bernard Marr. <\/span><a href=\"https:\/\/www.bernardmarr.com\/default.asp?contentID=1352\" style=\"text-decoration:none\"><span>The Key Definitions Of Artificial Intelligence (AI) That Explain Its Importance.<\/span><\/a><span> <\/span>\n\t\t<\/p>\n<\/li>\n<li>\n<p dir=\"ltr\" style=\"line-height:1.295;margin-top:0pt;margin-bottom:8pt\">\n\t\t\t<span>Buch VH, Ahmed I, Maruthappu M. Artificial intelligence in medicine: current trends and future possibilities. British Journal of General Practice. 2018; 68(668). <\/span><a href=\"https:\/\/doi.org\/10.3399\/bjgp18X695213\" style=\"text-decoration:none\"><span>https:\/\/doi.org\/10.3399\/bjgp18X695213<\/span><\/a>\n\t\t<\/p>\n<\/li>\n<li>\n<p dir=\"ltr\" style=\"line-height:1.295;margin-top:0pt;margin-bottom:8pt\">\n\t\t\t<a href=\"https:\/\/digital-strategy.ec.europa.eu\/en\/library\/ethics-guidelines-trustworthy-ai\" style=\"text-decoration:none\"><span>European guidelines for trustworthy AI.<\/span><\/a><span> 2019. <\/span>\n\t\t<\/p>\n<\/li>\n<li>\n<p dir=\"ltr\" style=\"line-height:1.295;margin-top:0pt;margin-bottom:8pt\">\n\t\t\t<span>Loh E. Medicine and the rise of the robots: a qualitative review of recent advances of artificial intelligence in health. BMJ Leader. 2018 Feb;: <\/span><a href=\"http:\/\/dx.doi.org\/10.1136\/leader-2018-000071\" style=\"text-decoration:none\"><span>http:\/\/dx.doi.org\/10.1136\/leader-2018-000071<\/span><\/a><span>.<\/span>\n\t\t<\/p>\n<\/li>\n<li>\n<p dir=\"ltr\" style=\"line-height:1.295;margin-top:0pt;margin-bottom:8pt\">\n\t\t\t<span id=\"docs-internal-guid-c24aa5bc-7fff-496a-ff56-60078ba86daf\">Forbes Insights Team. AI and Healthcare: A Giant Opportunity. <\/span><a href=\"http:\/\/www.forbes.com\" style=\"text-decoration:none\"><span>www.forbes.com<\/span><\/a><span>. 2019. \u00a0 <\/span><span>https:\/\/www.forbes.com\/sites\/insights-intelai\/2019\/02\/11\/ai-and-healthcare-a-giant-opportunity\/#c7e21354c682.<\/span>\n\t\t<\/p>\n<\/li>\n<li>\n<p dir=\"ltr\" style=\"line-height:1.295;margin-top:0pt;margin-bottom:8pt\">\n\t\t\t<span>Tan CH, Quah W-H, Tan CSH et al. Use of smartphones for detecting diabetic retinopathy: a protocol for a scoping review of diagnostic test accuracy studies. BMJ Open. 2019;(9).<\/span><span> <\/span><span>doi: 10.1136\/bmjopen-2018-028811<\/span>\n\t\t<\/p>\n<\/li>\n<li>\n<p dir=\"ltr\" style=\"line-height:1.295;margin-top:0pt;margin-bottom:8pt\">\n\t\t\t<span>Nordling L. A fairer way forward for AI in health care. Nature Outlook: Digital health. 2019 Sep; 573, S103-S105. doi: 10.1038\/d41586-019-02872-2<\/span>\n\t\t<\/p>\n<\/li>\n<li>\n<p dir=\"ltr\" style=\"line-height:1.295;margin-top:0pt;margin-bottom:8pt\">\n\t\t\t<span>Alvin Powell 2020. <\/span><a href=\"https:\/\/news.harvard.edu\/gazette\/story\/2020\/11\/risks-and-benefits-of-an-ai-revolution-in-medicine\/\" style=\"text-decoration:none\"><span>AI revolution in medicine<\/span><\/a><span>. Harvard Gazette.<\/span>\n\t\t<\/p>\n<\/li>\n<\/ul>\n<p>\n\t<strong>Lisamaterjalid (videosalvestused):<\/strong>\n<\/p>\n<ul>\n<li>\n\t\t<span id=\"docs-internal-guid-97e0b610-7fff-83f9-1660-8656e07fcbd7\">Sissejuhtav video teemasse, mis see tehistintellekt \u00fcldse on. <\/span><a href=\"https:\/\/www.ted.com\/talks\/sebastian_thrun_and_chris_anderson_what_ai_is_and_isn_t\" style=\"text-decoration:none\"><span>Sebastian Thrun and Chris Anderson: What AI is \u2014 and isn\u2019t | TED Talk<\/span><\/a><span> (24 min)<\/span>\n\t<\/li>\n<li>\n\t\t<span id=\"docs-internal-guid-c51a2a94-7fff-a838-e31c-5c29c9bfbe51\">Tehisintellekt ning meditsiini tulevik. <\/span><a href=\"https:\/\/www.ted.com\/talks\/varoon_mathur_artificial_intelligence_in_healthcare_the_need_for_ethics\" style=\"text-decoration:none\"><span>Varoon Mathur: Artificial Intelligence in Healthcare \u2013 The Need for Ethics | TED Talk<\/span><\/a><span> (17 min)<\/span>\n\t<\/li>\n<li>\n\t\t<a href=\"https:\/\/www.ted.com\/talks\/gunjan_bhardwaj_how_blockchain_and_ai_can_help_us_decipher_medicine_s_big_data\" id=\"docs-internal-guid-ab9bbef0-7fff-c253-4eae-2dc83fa2bc48\" style=\"text-decoration:none\"><span>Gunjan Bhardwaj: How blockchain and AI can help us decipher medicine\u2019s big data | TED Talk<\/span><\/a><span> (10 min)<\/span>\n\t<\/li>\n<li>\n\t\t<span id=\"docs-internal-guid-5d6c6167-7fff-dffc-37f9-97e38d8226e4\">Pikem ja p\u00f5hjalikum webinar <\/span><a href=\"https:\/\/www.youtube.com\/watch?v=Irg3jGxa6HM\" style=\"text-decoration:none\"><span>Ethics of AI in Healthcare<\/span><\/a><span>, juhatab Prof David Magnus (Stanford,\u00a0 <\/span><span>American Journal of Bioethics<\/span><span>) (1:14)<\/span>\n\t<\/li>\n<\/ul>\n<p>\n\t\u00a0\n<\/p>\n<h4 style=\"text-align: center\">\n\t<strong><span id=\"docs-internal-guid-e890d36b-7fff-8e1b-265c-f80c1e9867c7\">2. Tehisintellekti rakendamise olulisemad valdkonnad tervishoius<\/span><\/strong><br>\n<\/h4>\n<p dir=\"ltr\" id=\"docs-internal-guid-f97c0a31-7fff-6359-eb9a-c7d3b3b4d411\" style=\"line-height:1.295;margin-top:0pt;margin-bottom:8pt\">\n\t<strong><span>L\u00fchike sissevaade tehisintellekti rakendamise olulisematesse valdkondadesse tervishoius. Videoloengus k\u00e4sitletavad teemad:<\/span><\/strong>\n<\/p>\n<ol style=\"margin-top:0;margin-bottom:0;padding-inline-start:48px\">\n<li dir=\"ltr\">\n<p dir=\"ltr\" role=\"presentation\" style=\"line-height:1.2;background-color:#ffffff;margin-top:0pt;margin-bottom:0pt\">\n\t\t\t<span>Tervishoius\u00fcsteemi tasandil<\/span><span> saab tehisintellekt olla abiks andmete haldamisel, raviprotokollide arendamisel, ressursside paremal planeerimisel ning jagamisel.<\/span>\n\t\t<\/p>\n<\/li>\n<li dir=\"ltr\">\n<p dir=\"ltr\" role=\"presentation\" style=\"line-height:1.2;background-color:#ffffff;margin-top:0pt;margin-bottom:0pt\">\n\t\t\t<span>Uurimist\u00f6\u00f6s<\/span><span> on tehisintellektil oluline roll ravimiarenduses, aga ka teadusandmete anal\u00fc\u00fcsis.<\/span>\n\t\t<\/p>\n<\/li>\n<li dir=\"ltr\">\n<p dir=\"ltr\" role=\"presentation\" style=\"line-height:1.2;background-color:#ffffff;margin-top:0pt;margin-bottom:0pt\">\n\t\t\t<span>Diagnoosimine ning ravi<\/span><span> \u2013 siia alla kuuluvad nii \u00fclaltoodud n\u00e4ited diagnostikast ning s\u00f5eluuringutest kui ravi (n. tehisintellektiga varustatud robotite kasutamine kirurgias). Ka paljur\u00e4\u00e4gitud t\u00e4ppismeditsiini edukus, kus patsientide personaalses raviplaanis v\u00f5etakse arvesse tema geeniinfot ning muid anal\u00fc\u00fcse ja elustiiliinfot, s\u00f5ltub palju tehisintellekti v\u00f5imekusest nii suurt hulka erinevat informatsiooni j\u00e4lgida ning anal\u00fc\u00fcsida.\u00a0<\/span>\n\t\t<\/p>\n<\/li>\n<li dir=\"ltr\">\n<p dir=\"ltr\" role=\"presentation\" style=\"line-height:1.2;background-color:#ffffff;margin-top:0pt;margin-bottom:0pt\">\n\t\t\t<span>Patsientide haldamisel<\/span><span> saab tehisintellekt olla abiks nende j\u00e4lgimisel, toetamisel ja juhendamisel (sageli nn juturobotite ning \u00e4ppide abiga).<\/span>\n\t\t<\/p>\n<\/li>\n<li dir=\"ltr\">\n<p dir=\"ltr\" role=\"presentation\" style=\"line-height:1.2;background-color:#ffffff;margin-top:0pt;margin-bottom:0pt\">\n\t\t\t<span>Rahvatervishoius<\/span><span> on tehisintellekt v\u00f5imeline suuri andmemassiive anal\u00fc\u00fcsides andma varajasi hoiatusi v\u00f5imalike epideemiate, levinumate ravimite k\u00f5rvaltoimete jms osas, tekivad ehk uued v\u00f5imalused efektiivsemaks preventsiooniks populatsiooni tasandil jne.<\/span>\n\t\t<\/p>\n<\/li>\n<\/ol>\n<p dir=\"ltr\" role=\"presentation\" style=\"line-height:1.2;background-color:#ffffff;margin-top:0pt;margin-bottom:0pt\">\n\t\u00a0\n<\/p>\n<p dir=\"ltr\" role=\"presentation\" style=\"line-height: 1.2;margin-top: 0pt;margin-bottom: 0pt;text-align: center\">\n\t<\/p><div class=\"ratio ratio-16x9 mb-3\"><div class=\"video-placeholder-wrapper video-placeholder-wrapper--16x9\">\n\t\t\t    <div class=\"video-placeholder d-flex justify-content-center align-items-center\">\n\t\t\t        <div class=\"overlay text-white p-2 w-100 text-center d-block justify-content-center align-items-center\">\n\t\t\t            <div>Kolmandate osapoolte sisu n\u00e4gemiseks palun n\u00f5ustu k\u00fcpsistega.<\/div>\n\t\t\t            <button class=\"btn btn-secondary btn-sm mt-1 consent-change\">Muuda n\u00f5usolekut<\/button>\n\t\t\t        <\/div>\n\t\t\t    <\/div>\n\t\t\t<\/div>\n<\/div>\n\n<p dir=\"ltr\" role=\"presentation\" style=\"line-height:1.2;background-color:#ffffff;margin-top:0pt;margin-bottom:0pt\">\n\t\u00a0\n<\/p>\n<p dir=\"ltr\" role=\"presentation\" style=\"line-height:1.2;background-color:#ffffff;margin-top:0pt;margin-bottom:0pt\">\n\t\u00a0\n<\/p>\n<p dir=\"ltr\" role=\"presentation\" style=\"line-height:1.2;background-color:#ffffff;margin-top:0pt;margin-bottom:0pt\">\n\t<strong><span id=\"docs-internal-guid-d9afc58a-7fff-597e-689d-5c0ab829d03d\">Lisa\u00fclesanne<\/span><\/strong><span>: Kuigi tehisintellekt toimetab ka juba praegu k\u00f5igis nendes tervishoiu valdkondades, arutle kaastudengitega, millised on Sinu arvates need valdkonnad, kus sellest tehnoloogiast k\u00f5ige rohkem kasu v\u00f5iks olla? Miks?<\/span>\n<\/p>\n<p dir=\"ltr\" role=\"presentation\" style=\"line-height:1.2;background-color:#ffffff;margin-top:0pt;margin-bottom:0pt\">\n\t\u00a0\n<\/p>\n<p dir=\"ltr\" role=\"presentation\" style=\"line-height:1.2;background-color:#ffffff;margin-top:0pt;margin-bottom:0pt\">\n\t<span><strong>Lisamaterjalid (lugemiseks):<\/strong><\/span>\n<\/p>\n<ul dir=\"ltr\">\n<li role=\"presentation\" style=\"line-height: 1.2;margin-top: 0pt;margin-bottom: 0pt\">\n<p dir=\"ltr\" style=\"line-height:1.295;margin-top:0pt;margin-bottom:8pt\">\n\t\t\t<span>Nuffield Council on Bioethics. Artificial Intelligence in healthcare and research.\u00a0 https:\/\/nuffieldbioethics.org. <\/span><span>http:\/\/nuffieldbioethics.org\/wp-content\/uploads\/Artificial-Intelligence-AI-in-healthcare-and-research.pdf<\/span>\n\t\t<\/p>\n<\/li>\n<li role=\"presentation\" style=\"line-height: 1.2;margin-top: 0pt;margin-bottom: 0pt\">\n<p dir=\"ltr\" style=\"line-height:1.295;margin-top:0pt;margin-bottom:8pt\">\n\t\t\t<span>Barrett M, Boyne J, Brandts, J et al. Artificial intelligence supported patient self-care in chronic heart failure: a paradigm shift from reactive to predictive, preventive and personalised care. EPMA J. 2019; 10(4). https:\/\/doi.org\/10.1007\/s13167-019-00188-9<\/span>\n\t\t<\/p>\n<\/li>\n<\/ul>\n<p dir=\"ltr\" style=\"line-height: 1.2;margin-top: 0pt;margin-bottom: 0pt;line-height:1.295;margin-top:0pt;margin-bottom:8pt\">\n\t<strong>Lisamaterjalid (videosalvestused):<\/strong>\n<\/p>\n<ul dir=\"ltr\">\n<li style=\"line-height: 1.295;margin-top: 0pt;margin-bottom: 8pt\">\n<p dir=\"ltr\" style=\"line-height:1.295;margin-top:0pt;margin-bottom:8pt\">\n\t\t\t<a href=\"https:\/\/www.ted.com\/talks\/pratik_shah_how_ai_is_making_it_easier_to_diagnose_disease\" style=\"text-decoration:none\"><span>Pratik Shah: How AI is making it easier to diagnose disease | TED Talk<\/span><\/a><span> (5 min)<\/span>\n\t\t<\/p>\n<\/li>\n<li style=\"line-height: 1.295;margin-top: 0pt;margin-bottom: 8pt\">\n<p dir=\"ltr\" style=\"line-height:1.295;margin-top:0pt;margin-bottom:8pt\">\n\t\t\t<a href=\"https:\/\/www.bing.com\/videos\/search?q=ted+talk+%22health+care%22+artificial+intelligence&amp;docid=608008300795095465&amp;mid=5A3B6ADE1BA2296DB4335A3B6ADE1BA2296DB433&amp;view=detail&amp;FORM=VIRE\" style=\"text-decoration:none\"><span>Artificial Intelligence Meets Mental Health Therapy | Andy Blackwell | TEDxNatick <\/span><\/a><span>(19 min)<\/span>\n\t\t<\/p>\n<\/li>\n<li style=\"line-height: 1.295;margin-top: 0pt;margin-bottom: 8pt\">\n<p dir=\"ltr\" style=\"line-height:1.295;margin-top:0pt;margin-bottom:8pt\">\n\t\t\t<a href=\"https:\/\/www.ted.com\/talks\/rosalind_picard_an_ai_smartwatch_that_detects_seizures\" style=\"text-decoration:none\"><span>Rosalind Picard: An AI smartwatch that detects seizures | TED Talk<\/span><\/a><span> (16 min)<\/span>\n\t\t<\/p>\n<\/li>\n<li style=\"line-height: 1.295;margin-top: 0pt;margin-bottom: 8pt\">\n<p dir=\"ltr\" style=\"line-height:1.295;margin-top:0pt;margin-bottom:8pt\">\n\t\t\t<a href=\"https:\/\/www.ted.com\/talks\/jim_collins_how_we_re_using_ai_to_discover_new_antibiotics\" style=\"text-decoration:none\"><span>Jim Collins: How we\u2019re using AI to discover new antibiotics | TED Talk<\/span><\/a><span> (7 min)<\/span>\n\t\t<\/p>\n<\/li>\n<\/ul>\n<p dir=\"ltr\" style=\"line-height: 1.295;margin-top: 0pt;margin-bottom: 8pt;line-height:1.295;margin-top:0pt;margin-bottom:8pt\">\n\t\u00a0\n<\/p>\n<h4 dir=\"ltr\" style=\"line-height: 1.295;margin-top: 0pt;margin-bottom: 8pt;text-align: center\">\n\t<strong><span id=\"docs-internal-guid-36af5028-7fff-1b4e-3383-ff5321ab48c2\">3. Tehisintellekti eetilised aspektid meditsiinis<\/span><\/strong><br>\n<\/h4>\n<p dir=\"ltr\" id=\"docs-internal-guid-fc7c6df4-7fff-875f-cf1e-da750c43729e\" style=\"line-height:1.295;margin-top:0pt;margin-bottom:8pt\">\n\t<span>Videoloengus keskendutakse meditsiinis tehisintellekti rakendamisega seotud eetiliste probleemide kaardistamisele. Olulisemad eetilised v\u00e4ljakutsed:<\/span>\n<\/p>\n<ul dir=\"ltr\">\n<li style=\"17.5pt\">\n<p dir=\"ltr\" role=\"presentation\" style=\"line-height:1.295;margin-top:0pt;margin-bottom:0pt\">\n\t\t\t<span>Andmekaitse ja privaatsuse k\u00fcsimused<\/span>\n\t\t<\/p>\n<\/li>\n<li style=\"17.5pt\">\n<p dir=\"ltr\" role=\"presentation\" style=\"line-height:1.295;margin-top:0pt;margin-bottom:0pt\">\n\t\t\t<span>Andmete kvaliteet ja usaldusv\u00e4\u00e4rsus (erapoolikud andmed, musta kasti probleem, vastutuse k\u00fcsimus)<\/span>\n\t\t<\/p>\n<\/li>\n<li style=\"17.5pt\">\n<p dir=\"ltr\" role=\"presentation\" style=\"line-height:1.295;margin-top:0pt;margin-bottom:0pt\">\n\t\t\t<span>Arsti-patsiendi suhe<\/span>\n\t\t<\/p>\n<\/li>\n<li style=\"17.5pt\">\n<p dir=\"ltr\" role=\"presentation\" style=\"line-height:1.295;margin-top:0pt;margin-bottom:8pt\">\n\t\t\t<span>Meditsiinilise teadmise muutumine<\/span>\n\t\t<\/p>\n<\/li>\n<\/ul>\n<p dir=\"ltr\" role=\"presentation\" style=\"line-height: 1.295;margin-top: 0pt;margin-bottom: 8pt;text-align: center\">\n\t<\/p><div class=\"ratio ratio-16x9 mb-3\"><div class=\"video-placeholder-wrapper video-placeholder-wrapper--16x9\">\n\t\t\t    <div class=\"video-placeholder d-flex justify-content-center align-items-center\">\n\t\t\t        <div class=\"overlay text-white p-2 w-100 text-center d-block justify-content-center align-items-center\">\n\t\t\t            <div>Kolmandate osapoolte sisu n\u00e4gemiseks palun n\u00f5ustu k\u00fcpsistega.<\/div>\n\t\t\t            <button class=\"btn btn-secondary btn-sm mt-1 consent-change\">Muuda n\u00f5usolekut<\/button>\n\t\t\t        <\/div>\n\t\t\t    <\/div>\n\t\t\t<\/div>\n<\/div>\n\n<p dir=\"ltr\" role=\"presentation\" style=\"17.5pt;line-height:1.295;margin-top:0pt;margin-bottom:8pt\">\n\t\u00a0\n<\/p>\n<p dir=\"ltr\" role=\"presentation\" style=\"17.5pt;line-height:1.295;margin-top:0pt;margin-bottom:8pt\">\n\t<span id=\"docs-internal-guid-fee62271-7fff-d44a-cc53-f523bed2664b\"><strong>Lisa\u00fclesanne<\/strong>: <\/span><span>Kui Sa m\u00f5tled arstitudengina oma tulevasele erialale ja spetsialiseerumisele, millised neist eetilistest aspektidest v\u00f5iksid saada oluliseks? Miks?<\/span>\n<\/p>\n<p dir=\"ltr\" role=\"presentation\" style=\"17.5pt;line-height:1.295;margin-top:0pt;margin-bottom:8pt\">\n\t\u00a0\n<\/p>\n<p dir=\"ltr\" role=\"presentation\" style=\"17.5pt;line-height:1.295;margin-top:0pt;margin-bottom:8pt\">\n\t<span><strong>Lisamaterjalid (lugemiseks):<\/strong><\/span>\n<\/p>\n<ul dir=\"ltr\">\n<li role=\"presentation\" style=\"line-height: 1.295;margin-top: 0pt;margin-bottom: 8pt\">\n<p dir=\"ltr\" style=\"line-height:1.295;margin-top:0pt;margin-bottom:8pt\">\n\t\t\t<span>Quantified Self kodulehek\u00fclg\u00a0 <\/span><a href=\"https:\/\/quantifiedself.com\/\" style=\"text-decoration:none\"><span>Homepage \u2013 Quantified Self<\/span><\/a>\n\t\t<\/p>\n<\/li>\n<li role=\"presentation\" style=\"line-height: 1.295;margin-top: 0pt;margin-bottom: 8pt\">\n<p dir=\"ltr\" style=\"line-height:1.295;margin-top:0pt;margin-bottom:8pt\">\n\t\t\t<span>L\u00fchike TED talk Quantified Self\u2019ist, mis anal\u00fc\u00fcsib seda, kuidas ja milliseid andmeid inimesed t\u00e4nap\u00e4eval end kohta koguvad ning kuidas seda saaks rakendada, muu hulgas ka tervishoius. Video on k\u00fcll 10 aastat vana, aga paljud trendid on j\u00e4tkuvad. \u2013 <\/span><a href=\"https:\/\/www.ted.com\/talks\/gary_wolf_the_quantified_self\" style=\"text-decoration:none\"><span>Gary Wolf: The quantified self | TED Talk<\/span><\/a><span> (5 min)<\/span>\n\t\t<\/p>\n<\/li>\n<li role=\"presentation\" style=\"line-height: 1.295;margin-top: 0pt;margin-bottom: 8pt\">\n<p dir=\"ltr\" style=\"line-height:1.295;margin-top:0pt;margin-bottom:8pt\">\n\t\t\t<span>Murphy, K., Di Ruggiero, E., Upshur, R.\u00a0<\/span><span>et al.<\/span><span>\u00a0Artificial intelligence for good health: a scoping review of the ethics literature.\u00a0<\/span><span>BMC Med Ethics<\/span><span>\u00a0<\/span><span>22,\u00a0<\/span><span>14 (2021). https:\/\/doi.org\/10.1186\/s12910-021-00577-8<\/span>\n\t\t<\/p>\n<\/li>\n<li role=\"presentation\" style=\"line-height: 1.295;margin-top: 0pt;margin-bottom: 8pt\">\n<p dir=\"ltr\" style=\"line-height:1.295;margin-top:0pt;margin-bottom:8pt\">\n\t\t\t<span>McDougall RJ. Computer Knows Best? The Need for Value-Flexibility in Medical AI. Journal of Medical Ethics. 2019; 45(3). \u00a0 <\/span><span>http:\/\/dx.doi.org\/10.1136\/medethics-2018-105118<\/span>\n\t\t<\/p>\n<\/li>\n<li role=\"presentation\" style=\"line-height: 1.295;margin-top: 0pt;margin-bottom: 8pt\">\n<p dir=\"ltr\" style=\"line-height:1.295;margin-top:0pt;margin-bottom:8pt\">\n\t\t\t<span>Char DS, Abr\u00e0moff MD, Feudtner C. Identifying Ethical Considerations for Machine Learning Healthcare Applications. Am J Bioeth. 2020 Nov;20(11):7-17. doi: 10.1080\/15265161.2020.1819469<\/span>\n\t\t<\/p>\n<\/li>\n<li role=\"presentation\" style=\"line-height: 1.295;margin-top: 0pt;margin-bottom: 8pt\">\n<p dir=\"ltr\" style=\"line-height:1.295;margin-top:0pt;margin-bottom:8pt\">\n\t\t\t<span>London AJ. Artificial Intelligence and Black-Box Medical Decisions: Accuracy versus Explainability. Hastings Cent Rep. 2019 Jan;49(1):15-21. doi: 10.1002\/hast.973. PMID: 30790315.<\/span>\n\t\t<\/p>\n<\/li>\n<li role=\"presentation\" style=\"line-height: 1.295;margin-top: 0pt;margin-bottom: 8pt\">\n<p dir=\"ltr\" style=\"line-height:1.295;margin-top:0pt;margin-bottom:8pt\">\n\t\t\t<span>Ursin F, Timmermann C, Steger F. Ethical Implications of Alzheimer\u2019s Disease Prediction in Asymptomatic Individuals through Artificial Intelligence. Diagnostics (Basel). 2021 Mar 4;11(3):440. doi: 10.3390\/diagnostics11030440. PMID: 33806501; PMCID: PMC7998766.<\/span>\n\t\t<\/p>\n<\/li>\n<li role=\"presentation\" style=\"line-height: 1.295;margin-top: 0pt;margin-bottom: 8pt\">\n<p dir=\"ltr\" style=\"line-height:1.295;margin-top:0pt;margin-bottom:8pt\">\n\t\t\t<span>Fiske A,\u00a0Henningsen P,\u00a0Buyx A<\/span><span> <\/span><span>Your Robot Therapist Will See You Now: Ethical Implications of Embodied Artificial Intelligence in Psychiatry, Psychology, and Psychotherapy<\/span><span> <\/span><span>J Med Internet Res 2019;21(5):e13216, doi:\u00a0<\/span><a href=\"https:\/\/doi.org\/10.2196\/13216\" style=\"text-decoration:none\"><span>10.2196\/13216<\/span><\/a>\n\t\t<\/p>\n<\/li>\n<li role=\"presentation\" style=\"line-height: 1.295;margin-top: 0pt;margin-bottom: 8pt\">\n<p dir=\"ltr\" style=\"line-height:1.295;margin-top:0pt;margin-bottom:8pt\">\n\t\t\t<span>Joshua August Skorburg (2020) What Counts as \u201cClinical Data\u201d in Machine Learning Healthcare Applications?, The American Journal of Bioethics, 20:11, 27-30, DOI: 10.1080\/15265161.2020.1820107(k\u00e4ttesaadav <\/span><a href=\"https:\/\/philarchive.org\/archive\/SKOWCA\" style=\"text-decoration:none\"><span>https:\/\/philarchive.org\/archive\/SKOWCA<\/span><\/a><span>)<\/span>\n\t\t<\/p>\n<\/li>\n<li role=\"presentation\" style=\"line-height: 1.295;margin-top: 0pt;margin-bottom: 8pt\">\n<p dir=\"ltr\" style=\"line-height:1.295;margin-top:0pt;margin-bottom:8pt\">\n\t\t\t<span>Howard, A. The Ugly Truth About Ourselves and Our Robot Creations: The Problem of Bias and Social Inequity. Science and Engineering Ethics. 2018 24; 5. doi: 10.1007\/s11948-017-9975-2.<\/span>\n\t\t<\/p>\n<\/li>\n<\/ul>\n<p dir=\"ltr\" style=\"line-height: 1.295;margin-top: 0pt;margin-bottom: 8pt;line-height:1.295;margin-top:0pt;margin-bottom:8pt\">\n\t\u00a0\n<\/p>\n<p dir=\"ltr\" style=\"line-height: 1.295;margin-top: 0pt;margin-bottom: 8pt;line-height:1.295;margin-top:0pt;margin-bottom:8pt\">\n\t<strong>Lisamaterjalid (videosalvestused):<\/strong>\n<\/p>\n<ul dir=\"ltr\">\n<li style=\"line-height: 1.295;margin-top: 0pt;margin-bottom: 8pt\">\n<p dir=\"ltr\" id=\"docs-internal-guid-536d304b-7fff-8285-84fa-0730cef11ff6\" style=\"line-height:1.295;margin-top:0pt;margin-bottom:8pt\">\n\t\t\t<span>Video teadvustamata eelarvamustest ja mis rolli need tehisintellektis m\u00e4ngivad. <\/span><a href=\"https:\/\/www.ted.com\/talks\/robin_hauser_can_we_protect_ai_from_our_biases\" style=\"text-decoration:none\"><span>Robin Hauser: Can we protect AI from our biases? | TED Talk<\/span><\/a><span> (13 min)<\/span>\n\t\t<\/p>\n<\/li>\n<li style=\"line-height: 1.295;margin-top: 0pt;margin-bottom: 8pt\">\n<p dir=\"ltr\" style=\"line-height:1.295;margin-top:0pt;margin-bottom:8pt\">\n\t\t\t<span>Veebiseminar.\u00a0 <\/span><a href=\"https:\/\/www.aaas.org\/events\/responsible-ai-health-data\" style=\"text-decoration:none\"><span>Responsible AI: Opening the Medical \u201cBlack-Box\u201d<\/span><\/a><span> AAAS (30 min)<\/span>\n\t\t<\/p>\n<\/li>\n<\/ul>\n<p dir=\"ltr\" style=\"line-height:1.295;margin-top:0pt;margin-bottom:8pt\">\n\t\u00a0\n<\/p>\n<h4 dir=\"ltr\" style=\"line-height: 1.295;margin-top: 0pt;margin-bottom: 8pt;text-align: center\">\n\t<strong>4. Tehisintellekt meditsiinis \u2013 lootused ja v\u00f5imalused<\/strong><br>\n<\/h4>\n<p dir=\"ltr\" id=\"docs-internal-guid-788d7a74-7fff-0444-8f50-dd9c20115e99\" style=\"line-height:1.295;margin-top:0pt;margin-bottom:8pt\">\n\t<strong>Videoloeng: \u00dclevaade<span> tehisintellekti v\u00f5imalikest positiivsetest m\u00f5judest.<\/span><\/strong>\n<\/p>\n<p dir=\"ltr\" style=\"line-height:1.295;margin-top:0pt;margin-bottom:8pt\">\n\t<span>L\u00fchikokkuv\u00f5te: T\u00f5endusp\u00f5hises meditsiinis m\u00e4ngivad j\u00e4rjest olulisemat rolli suured andmemassiivid ning nende anal\u00fc\u00fcs. Teatavasti on t\u00e4nap\u00e4evane meditsiiniharidus v\u00e4ga faktirohke ja uuringute ning praktiseerimise k\u00e4igus lisandub seda uut infot ka pidevalt juurde. On selge, et tehisintellekti suurem roll toob kaasa muudatusi arstihariduses ja on spekuleeritud, et j\u00e4rjest suurenev toetumine algoritmidele v\u00f5ib muuta meditsiinilist teadmist kui sellist (ei ole enam vaja k\u00f5ike p\u00e4he \u00f5ppida, n\u00e4iteks). Siin n\u00e4hakse ka v\u00f5imalust l\u00e4bi parema t\u00f6\u00f6jaotuse patsientidele rohkem kasu tuua. Tehisintellekt saaks olla abistavas, mitte asendavas rollis, ning aitaks arste anal\u00fc\u00fcside ja dokumentide ettevalmistamisel. Arstid saaksid seega p\u00fchendada rohkem aega patsiendiga suhtlemisele, diagnoosi selgitamisele, patsiendi eelistuste kindlakstegemisele jne.<\/span>\n<\/p>\n<p style=\"text-align: center\">\n\t<\/p><div class=\"ratio ratio-16x9 mb-3\"><div class=\"video-placeholder-wrapper video-placeholder-wrapper--16x9\">\n\t\t\t    <div class=\"video-placeholder d-flex justify-content-center align-items-center\">\n\t\t\t        <div class=\"overlay text-white p-2 w-100 text-center d-block justify-content-center align-items-center\">\n\t\t\t            <div>Kolmandate osapoolte sisu n\u00e4gemiseks palun n\u00f5ustu k\u00fcpsistega.<\/div>\n\t\t\t            <button class=\"btn btn-secondary btn-sm mt-1 consent-change\">Muuda n\u00f5usolekut<\/button>\n\t\t\t        <\/div>\n\t\t\t    <\/div>\n\t\t\t<\/div>\n<\/div>\n\n<p dir=\"ltr\" style=\"line-height:1.295;margin-top:0pt;margin-bottom:8pt\">\n\t\u00a0\n<\/p>\n<p dir=\"ltr\" style=\"line-height:1.295;margin-top:0pt;margin-bottom:8pt\">\n\t<strong>Lisamaterjalid (lugemiseks):<\/strong>\n<\/p>\n<ul dir=\"ltr\">\n<li style=\"line-height: 1.295;margin-top: 0pt;margin-bottom: 8pt\">\n<p dir=\"ltr\" id=\"docs-internal-guid-cf31491f-7fff-65d4-ecdc-706e1d0f4281\" style=\"line-height:1.295;margin-top:0pt;margin-bottom:8pt\">\n\t\t\t<span>Topol E. Deep Medicine. How artifical intelligence can make healthcare human again. New York: Basic Books. 2019.<\/span>\n\t\t<\/p>\n<\/li>\n<li style=\"line-height: 1.295;margin-top: 0pt;margin-bottom: 8pt\">\n<p dir=\"ltr\" style=\"line-height:1.295;margin-top:0pt;margin-bottom:8pt\">\n\t\t\t<span>Geis JR, Brady AP, Wu CC. Ethics of Artificial Intelligence in Radiology: Summary of the Joint European and North American Multisociety Statement. J Am Coll Radiol. 2019 Nov; 16(11).<\/span><span> https:\/\/doi.org\/10.1148\/radiol.2019191586<\/span>\n\t\t<\/p>\n<\/li>\n<li style=\"line-height: 1.295;margin-top: 0pt;margin-bottom: 8pt\">\n<p dir=\"ltr\" style=\"line-height:1.295;margin-top:0pt;margin-bottom:8pt\">\n\t\t\t<span id=\"docs-internal-guid-9841d292-7fff-fc40-059f-38d7eeb53b07\">Walsh, CG, Ribeiro JD, Franklin JC.\u00a0 Predicting Risk of Suicide Attempts Over Time Through Machine Learning. Clinical Psychological Science. 2017; 5(3).\u00a0 <\/span><span>https:\/\/doi.org\/10.1177\/2167702617691560<\/span>\n\t\t<\/p>\n<\/li>\n<li style=\"line-height: 1.295;margin-top: 0pt;margin-bottom: 8pt\">\n<p dir=\"ltr\" style=\"line-height:1.295;margin-top:0pt;margin-bottom:8pt\">\n\t\t\t<span id=\"docs-internal-guid-2927245a-7fff-364a-9e10-118104c24d00\">Graham S, Depp C, Lee EE et al. Artificial Intelligence for Mental Health and Mental Illnesses: an Overview. Current Psychiatry Reports. 2019 Nov. https:\/\/doi.org\/10.1007\/s11920-019-1094-0<\/span>\n\t\t<\/p>\n<\/li>\n<li style=\"line-height: 1.295;margin-top: 0pt;margin-bottom: 8pt\">\n<p dir=\"ltr\" style=\"line-height:1.295;margin-top:0pt;margin-bottom:8pt\">\n\t\t\t<span id=\"docs-internal-guid-0ffc733a-7fff-5a78-24a2-33bebdde431b\">Munford M. Zebra Takes Healthcare To Next Level With $1 Image Scans. 2017 Oct. <\/span><a href=\"https:\/\/www.forbes.com\/sites\/montymunford\/2017\/10\/27\/zebra-takes-healthcare-to-next-level-with-1-image-scans\/#47d7627e543d\" style=\"text-decoration:none\"><span>https:\/\/www.forbes.com\/sites\/montymunford\/2017\/10\/27\/zebra-takes-healthcare-to-next-level-with-1-image-scans\/#47d7627e543d<\/span><\/a><span>. Accessed 18.11.2019.<\/span>\n\t\t<\/p>\n<\/li>\n<li style=\"line-height: 1.295;margin-top: 0pt;margin-bottom: 8pt\">\n<p dir=\"ltr\" style=\"line-height:1.295;margin-top:0pt;margin-bottom:8pt\">\n\t\t\t<span id=\"docs-internal-guid-9028909e-7fff-7db5-8980-a7544ad82c96\">Shaw J, Rudzicz F, Goldfarb, A et al. Artificial Intelligence and the Implementation Challenge. J Med Internet Res. 2019 Jul; 21(7). <\/span><a href=\"https:\/\/www.jmir.org\/2019\/7\/e13659\/\" style=\"text-decoration:none\"><span>https:\/\/www.jmir.org\/2019\/7\/e13659\/<\/span><\/a>\n\t\t<\/p>\n<\/li>\n<\/ul>\n<p dir=\"ltr\" style=\"line-height:1.295;margin-top:0pt;margin-bottom:8pt\">\n\t<span><strong>Lisamaterjalid (videosalvestused):<\/strong><\/span>\n<\/p>\n<ul dir=\"ltr\">\n<li style=\"line-height: 1.295;margin-top: 0pt;margin-bottom: 8pt\">\n\t\t<span id=\"docs-internal-guid-5a271c69-7fff-ef96-2cc7-483d57da7020\">P\u00f5hjalik videoloeng Dr Eric Topol (Scripps). <\/span><a href=\"https:\/\/www.youtube.com\/watch?v=0lSdTdhTCSg\" style=\"text-decoration:none\"><span>The AI Path to More Accurate and Deeper Medicine<\/span><\/a><span> (55 min)<\/span><\/li><\/ul><\/div>\n        <\/div>\n        <\/div>\n    <\/div>\n\t\n\n<p style=\"line-height: 1.295;margin-top: 0pt;margin-bottom: 8pt\">\n\t<\/p><div class=\"accordion mb-3\">\n        <div class=\"accordion-item accordion-item--white\">\n        <h2 class=\"accordion-header\" id=\"accordion-69e00d9f2df5b-heading\">\n            <button class=\"accordion-button collapsed\" type=\"button\" data-bs-toggle=\"collapse\" data-bs-target=\"#accordion-69e00d9f2df5b-collapse\" aria-expanded=\"true\" aria-controls=\"accordion-69e00d9f2df5b-collapse\">\u201dTehisintellekt (AI) ei tee haiget (ai)\u201d \u2013 akadeemik Jaak Vilo<\/button>\n        <\/h2>\n        <div id=\"accordion-69e00d9f2df5b-collapse\" class=\"accordion-collapse collapse\" aria-labelledby=\"accordion-69e00d9f2df5b-heading\">\n            <div class=\"accordion-body\">\n\n<p style=\"line-height: 1.295;margin-top: 0pt;margin-bottom: 8pt\">\n\tAkadeemiku ja T\u00dc bioinformaatika professori, Tartu \u00dclikooli Arvutiteaduste instituudi juhataja Jaak Vilo ettekanne \u201cTehisintellekt (AI) ei tee haiget (ai)\u201d T\u00dc meditsiiniteaduste valdkonna digip\u00e4devuse konverentsil 22.01.2021.\n<\/p>\n<p style=\"line-height: 1.295;margin-top: 0pt;margin-bottom: 8pt\">\n\tEttekanne annab sissejuhatuse tehisintellekti temaatikasse, \u00fclevaate Tartu \u00dclikoolis tehtavast uurimis- ja arendust\u00f6\u00f6st tehisintellekti valdkonnas ning kuidas see haakub meditsiinivaldkonnaga.\n<\/p>\n<p style=\"line-height: 1.295;margin-top: 0pt;margin-bottom: 8pt\">\n\t\u00a0\n<\/p>\n<p style=\"line-height: 1.295;margin-top: 0pt;margin-bottom: 8pt;text-align: center\">\n\t<\/p><div class=\"ratio ratio-16x9 mb-3\"><div class=\"video-placeholder-wrapper video-placeholder-wrapper--16x9\">\n\t\t\t    <div class=\"video-placeholder d-flex justify-content-center align-items-center\">\n\t\t\t        <div class=\"overlay text-white p-2 w-100 text-center d-block justify-content-center align-items-center\">\n\t\t\t            <div>Kolmandate osapoolte sisu n\u00e4gemiseks palun n\u00f5ustu k\u00fcpsistega.<\/div>\n\t\t\t            <button class=\"btn btn-secondary btn-sm mt-1 consent-change\">Muuda n\u00f5usolekut<\/button>\n\t\t\t        <\/div>\n\t\t\t    <\/div>\n\t\t\t<\/div>\n<\/div>\n\n<p style=\"line-height: 1.295;margin-top: 0pt;margin-bottom: 8pt\">\n\t<\/p><\/div>\n        <\/div>\n        <\/div>\n    <\/div>\n\n<p style=\"line-height: 1.295;margin-top: 0pt;margin-bottom: 8pt\">\n\t<\/p><div class=\"accordion mb-3\">\n        <div class=\"accordion-item accordion-item--white\">\n        <h2 class=\"accordion-header\" id=\"accordion-69e00d9f2df5f-heading\">\n            <button class=\"accordion-button collapsed\" type=\"button\" data-bs-toggle=\"collapse\" data-bs-target=\"#accordion-69e00d9f2df5f-collapse\" aria-expanded=\"true\" aria-controls=\"accordion-69e00d9f2df5f-collapse\">Telemeditsiin \u2013 dr Gerhard Grents<\/button>\n        <\/h2>\n        <div id=\"accordion-69e00d9f2df5f-collapse\" class=\"accordion-collapse collapse\" aria-labelledby=\"accordion-69e00d9f2df5f-heading\">\n            <div class=\"accordion-body\">\n\n<p style=\"line-height: 1.295;margin-top: 0pt;margin-bottom: 8pt\">\n\tDr Gerhard Grentsi ettekanne \u201cTelemeditsiin meil ja mujal\u201d\u00a0T\u00dc meditsiinivaldkonna digip\u00e4devuse kogemusseminaril 11.12.2020.\u00a0\n<\/p>\n<p style=\"line-height: 1.295;margin-top: 0pt;margin-bottom: 8pt;text-align: center\">\n\t<\/p><div class=\"ratio ratio-16x9 mb-3\"><div class=\"video-placeholder-wrapper video-placeholder-wrapper--16x9\">\n\t\t\t    <div class=\"video-placeholder d-flex justify-content-center align-items-center\">\n\t\t\t        <div class=\"overlay text-white p-2 w-100 text-center d-block justify-content-center align-items-center\">\n\t\t\t            <div>Kolmandate osapoolte sisu n\u00e4gemiseks palun n\u00f5ustu k\u00fcpsistega.<\/div>\n\t\t\t            <button class=\"btn btn-secondary btn-sm mt-1 consent-change\">Muuda n\u00f5usolekut<\/button>\n\t\t\t        <\/div>\n\t\t\t    <\/div>\n\t\t\t<\/div>\n<\/div>\n\n<p style=\"line-height: 1.295;margin-top: 0pt;margin-bottom: 8pt\">\n\t<\/p><\/div>\n        <\/div>\n        <\/div>\n    <\/div>\n\n<p style=\"line-height:1.295;margin-top:0pt;margin-bottom:8pt\">\n\t<\/p><div class=\"accordion mb-3\">\n        <div class=\"accordion-item accordion-item--white\">\n        <h2 class=\"accordion-header\" id=\"accordion-69e00d9f2df62-heading\">\n            <button class=\"accordion-button collapsed\" type=\"button\" data-bs-toggle=\"collapse\" data-bs-target=\"#accordion-69e00d9f2df62-collapse\" aria-expanded=\"true\" aria-controls=\"accordion-69e00d9f2df62-collapse\">Nutikad sensorid \u2013 vajadused ja v\u00f5imalused. Jarek M\u00e4estu, spordibioloogia kaasprofessor<\/button>\n        <\/h2>\n        <div id=\"accordion-69e00d9f2df62-collapse\" class=\"accordion-collapse collapse\" aria-labelledby=\"accordion-69e00d9f2df62-heading\">\n            <div class=\"accordion-body\">\n\n<p style=\"line-height:1.295;margin-top:0pt;margin-bottom:8pt\">\n\tJarek M\u00e4estu ettekanne \u201cNutikad sensorid \u2013 vajadused ja v\u00f5imalused\u201d\u00a0T\u00dc meditsiinivaldkonna digip\u00e4devuse kogemusseminaril 11.12.2020.\u00a0\n<\/p>\n<p style=\"line-height:1.295;margin-top:0pt;margin-bottom:8pt;text-align:center\">\n\t<\/p><div class=\"ratio ratio-16x9 mb-3\"><div class=\"video-placeholder-wrapper video-placeholder-wrapper--16x9\">\n\t\t\t    <div class=\"video-placeholder d-flex justify-content-center align-items-center\">\n\t\t\t        <div class=\"overlay text-white p-2 w-100 text-center d-block justify-content-center align-items-center\">\n\t\t\t            <div>Kolmandate osapoolte sisu n\u00e4gemiseks palun n\u00f5ustu k\u00fcpsistega.<\/div>\n\t\t\t            <button class=\"btn btn-secondary btn-sm mt-1 consent-change\">Muuda n\u00f5usolekut<\/button>\n\t\t\t        <\/div>\n\t\t\t    <\/div>\n\t\t\t<\/div>\n<\/div>\n\n<p style=\"line-height:1.295;margin-top:0pt;margin-bottom:8pt\">\n\t<\/p><\/div>\n        <\/div>\n        <\/div>\n    <\/div>\n","protected":false},"excerpt":{"rendered":"<p>Digilahendused tervisevaldkonnas laiemalt, tervishoius ja tervishoiu administreerimises Tegutsemine kiiresti arenevas meditsiinivaldkonnas eeldab pidevat \u00f5ppimist ja arengut, valmisolekut erialaste arengutega tehnoloogias kursis olla, v\u00f5imalusel uusi lahendusi rakendada ja meetodeid kasutusele v\u00f5tta. Selleks meditsiinivaldkonnas \u00fclikoolil\u00f5petaja: teab t\u00e4nap\u00e4evaste digitaalse vastuv\u00f5tu ja telemeditsiini v\u00f5imalusi; &#8230;<\/p>\n","protected":false},"author":253,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"class_list":["post-9","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/sisu.ut.ee\/meditsiinivaldkonna-digipadevus\/wp-json\/wp\/v2\/pages\/9","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sisu.ut.ee\/meditsiinivaldkonna-digipadevus\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/sisu.ut.ee\/meditsiinivaldkonna-digipadevus\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/sisu.ut.ee\/meditsiinivaldkonna-digipadevus\/wp-json\/wp\/v2\/users\/253"}],"replies":[{"embeddable":true,"href":"https:\/\/sisu.ut.ee\/meditsiinivaldkonna-digipadevus\/wp-json\/wp\/v2\/comments?post=9"}],"version-history":[{"count":1,"href":"https:\/\/sisu.ut.ee\/meditsiinivaldkonna-digipadevus\/wp-json\/wp\/v2\/pages\/9\/revisions"}],"predecessor-version":[{"id":55,"href":"https:\/\/sisu.ut.ee\/meditsiinivaldkonna-digipadevus\/wp-json\/wp\/v2\/pages\/9\/revisions\/55"}],"wp:attachment":[{"href":"https:\/\/sisu.ut.ee\/meditsiinivaldkonna-digipadevus\/wp-json\/wp\/v2\/media?parent=9"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}