{"id":380,"date":"2017-10-10T23:03:35","date_gmt":"2017-10-10T22:03:35","guid":{"rendered":"http:\/\/www.danieledavi.com\/blog\/?p=380"},"modified":"2017-10-11T11:15:34","modified_gmt":"2017-10-11T10:15:34","slug":"how-data-science-can-improve-medicine","status":"publish","type":"post","link":"https:\/\/www.danieledavi.com\/blog\/2017\/10\/how-data-science-can-improve-medicine\/","title":{"rendered":"How data science can improve medicine"},"content":{"rendered":"<p><a href=\"http:\/\/www.danieledavi.com\/blog\/wp-content\/uploads\/2017\/10\/tedmed.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-medium wp-image-385\" src=\"http:\/\/www.danieledavi.com\/blog\/wp-content\/uploads\/2017\/10\/tedmed-300x166.png\" alt=\"\" width=\"300\" height=\"166\" srcset=\"https:\/\/www.danieledavi.com\/blog\/wp-content\/uploads\/2017\/10\/tedmed-300x166.png 300w, https:\/\/www.danieledavi.com\/blog\/wp-content\/uploads\/2017\/10\/tedmed.png 488w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/a><\/p>\n<p>The TED Talk I&#8217;m going to suggest today is only an example -a very good one- of how <strong>machine learning<\/strong> and <strong>big data<\/strong> can bring improvements to&nbsp;health conditions of patients of today and tomorrow. Discovering interactions and effects between 2 <strong>medications<\/strong>,&nbsp;merely&nbsp;through <strong>data analysis<\/strong> (study was confirmed in lab only at the end) open a lot of new scenarios for <strong>eHealth<\/strong> <strong>data scientists<\/strong>.&nbsp;Actually for everyone.<\/p>\n<p>&nbsp;A very&nbsp;important aspect of studies mentioned by the author is that patients are telling their side effects indirectly&nbsp;through their web searches. And this is now something that <strong>FDA<\/strong>&nbsp;is monitoring constantly.<\/p>\n<p><strong>Russ Altman<\/strong> uses machine learning to better understand adverse effects of medication but the hope is also to find out how we can use the same data sources to find <strong>good effects of drugs<\/strong> in combination that will provide us new <strong>treatments<\/strong>, new insights into how drugs work and enable us to <strong>take care<\/strong> of our <strong>patients<\/strong> even better.<\/p>\n<p>Enjoy the talk.<\/p>\n<p>&nbsp;<\/p>\n<div style=\"max-width: 854px;\">\n<div style=\"position: relative; height: 0; padding-bottom: 56.25%;\"><iframe loading=\"lazy\" style=\"position: absolute; left: 0; top: 0; width: 100%; height: 100%;\" src=\"https:\/\/embed.ted.com\/talks\/russ_altman_what_really_happens_when_you_mix_medications\" scrolling=\"no\" allowfullscreen=\"allowfullscreen\" width=\"854\" height=\"480\" frameborder=\"0\"><\/iframe><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>The TED Talk I&#8217;m going to suggest today is only an example -a very good one- of how machine learning and big data can bring improvements to&nbsp;health conditions of patients of today and tomorrow. Discovering interactions and effects between 2 medications,&nbsp;merely&nbsp;through data analysis (study was confirmed in lab only at the end) open a lot [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ngg_post_thumbnail":0,"footnotes":""},"categories":[2,141],"tags":[220,222,223,235,225,239,236,224,228,229,230,221,231,232,226,237,233,238,234,227],"aioseo_notices":[],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/p90hsv-68","jetpack-related-posts":[{"id":340,"url":"https:\/\/www.danieledavi.com\/blog\/2017\/08\/global-trends-in-health-by-hans-rosling\/","url_meta":{"origin":380,"position":0},"title":"Global trends in health by Hans Rosling","author":"Daniele Dav\u00ec","date":"August 29, 2017","format":false,"excerpt":"It was 2006.\u00a0Open data was still a dream and data-science wasn't a buzzword. A visionary TED talk about eHealth, statistics and correlations between health and wealth was recorded and published. In Hans Rosling\u2019s hands, data sings. Global trends in health and economics come to vivid life. And the big picture\u2026","rel":"","context":"In &quot;Google&quot;","block_context":{"text":"Google","link":"https:\/\/www.danieledavi.com\/blog\/category\/google\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":403,"url":"https:\/\/www.danieledavi.com\/blog\/2018\/06\/the-irelands-medtech-advantage\/","url_meta":{"origin":380,"position":1},"title":"The Ireland\u2019s MedTech Advantage","author":"Daniele Dav\u00ec","date":"June 14, 2018","format":false,"excerpt":"Happy to be here. Proud of what we do.\u00a0 The Irish advantage: bringing the smartest mind together in one unique ecosystem.\u00a0","rel":"","context":"In &quot;Business&quot;","block_context":{"text":"Business","link":"https:\/\/www.danieledavi.com\/blog\/category\/business\/"},"img":{"alt_text":"Ireland\u2019s MedTech Advantage","src":"https:\/\/i0.wp.com\/www.danieledavi.com\/blog\/wp-content\/uploads\/2018\/06\/DD_Medtech_Ireland_Enterprise.png?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.danieledavi.com\/blog\/wp-content\/uploads\/2018\/06\/DD_Medtech_Ireland_Enterprise.png?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/www.danieledavi.com\/blog\/wp-content\/uploads\/2018\/06\/DD_Medtech_Ireland_Enterprise.png?resize=525%2C300&ssl=1 1.5x, https:\/\/i0.wp.com\/www.danieledavi.com\/blog\/wp-content\/uploads\/2018\/06\/DD_Medtech_Ireland_Enterprise.png?resize=700%2C400&ssl=1 2x"},"classes":[]},{"id":313,"url":"https:\/\/www.danieledavi.com\/blog\/2017\/02\/revolution-period-and-other-data-about-trappist-1-system\/","url_meta":{"origin":380,"position":2},"title":"Revolution Period and other data about Trappist-1 system","author":"Daniele Dav\u00ec","date":"February 23, 2017","format":false,"excerpt":"Comparison of the TRAPPIST-1 system with the inner Solar System and the Galilean Moons of Jupiter Light curve of TRAPPIST-1 \u2014 showing the dimming events caused by transits of planets Light curves of the seven TRAPPIST-1 planets as they transit. P is the period in days. Artist's illustrations of planets\u2026","rel":"","context":"In &quot;Science&quot;","block_context":{"text":"Science","link":"https:\/\/www.danieledavi.com\/blog\/category\/science\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":158,"url":"https:\/\/www.danieledavi.com\/blog\/2017\/05\/astrobiology-links\/","url_meta":{"origin":380,"position":3},"title":"Astrobiology links","author":"Daniele Dav\u00ec","date":"May 22, 2017","format":false,"excerpt":"Blogs and Websites: Bad Astronomy\u00a0- Astronomer Phil Plait discusses new discoveries in astronomy, as well as countering common misconceptions. Many beautiful images, with full explanations. Highly recommended. Slacker Astronomy\u00a0- A blog (previously a podcast) about recent news in astronomy. The Planet Hunters\u00a0Blog, part of a \"citizen science\" effort to identify\u2026","rel":"","context":"In &quot;Courses Notes&quot;","block_context":{"text":"Courses Notes","link":"https:\/\/www.danieledavi.com\/blog\/category\/courses-notes\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":696,"url":"https:\/\/www.danieledavi.com\/blog\/2021\/02\/driven-by-higher-purposes\/","url_meta":{"origin":380,"position":4},"title":"Driven by higher purposes","author":"Daniele Dav\u00ec","date":"February 28, 2021","format":false,"excerpt":"A year ago, I announced my intention to resign from Microsoft. Many thought I was crazy to leave such an amazing company. It was a very appealing role\u00a0in one of the most impactful and successful divisions. 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Scratch helps young people learn\u2026","rel":"","context":"In &quot;Media&quot;","block_context":{"text":"Media","link":"https:\/\/www.danieledavi.com\/blog\/category\/media\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]}],"amp_validity":null,"amp_enabled":true,"_links":{"self":[{"href":"https:\/\/www.danieledavi.com\/blog\/wp-json\/wp\/v2\/posts\/380"}],"collection":[{"href":"https:\/\/www.danieledavi.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.danieledavi.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.danieledavi.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.danieledavi.com\/blog\/wp-json\/wp\/v2\/comments?post=380"}],"version-history":[{"count":3,"href":"https:\/\/www.danieledavi.com\/blog\/wp-json\/wp\/v2\/posts\/380\/revisions"}],"predecessor-version":[{"id":386,"href":"https:\/\/www.danieledavi.com\/blog\/wp-json\/wp\/v2\/posts\/380\/revisions\/386"}],"wp:attachment":[{"href":"https:\/\/www.danieledavi.com\/blog\/wp-json\/wp\/v2\/media?parent=380"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.danieledavi.com\/blog\/wp-json\/wp\/v2\/categories?post=380"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.danieledavi.com\/blog\/wp-json\/wp\/v2\/tags?post=380"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}