{"id":403028,"date":"2017-11-13T08:17:59","date_gmt":"2017-11-13T12:17:59","guid":{"rendered":"https:\/\/ntrs.nasa.gov\/search.jsp?R=20170010346"},"modified":"2017-11-13T08:17:59","modified_gmt":"2017-11-13T12:17:59","slug":"machine-learning-approaches-to-increasing-value-of-spaceflight-omics-databases","status":"publish","type":"post","link":"https:\/\/spaceweekly.com\/?p=403028","title":{"rendered":"Machine Learning Approaches to Increasing Value of Spaceflight Omics Databases"},"content":{"rendered":"<p>Abstract: The number of spaceflight bioscience mission opportunities is too small to allow all relevant biological and environmental parameters to be experimentally identified. Simulated spaceflight experiments in ground-based facilities (GBFs), such as clinostats, are each suitable only for particular investigations &#8212; a rotating-wall vessel may be &#8216;simulated microgravity&#8217; for cell differentiation (hours), but not DNA repair (seconds) &#8212; and introduce confounding stimuli, such as motor vibration and f&#8230;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Abstract: The number of spaceflight bioscience mission opportunities is too small to allow all relevant biological and environmental parameters to be experimentally identified. Simulated spaceflight experiments in ground-based facilities (GBFs), such a&#8230;<\/p>\n","protected":false},"author":60,"featured_media":615444,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[],"tags":[],"class_list":["post-403028","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry"],"_links":{"self":[{"href":"https:\/\/spaceweekly.com\/index.php?rest_route=\/wp\/v2\/posts\/403028","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/spaceweekly.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/spaceweekly.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/spaceweekly.com\/index.php?rest_route=\/wp\/v2\/users\/60"}],"replies":[{"embeddable":true,"href":"https:\/\/spaceweekly.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=403028"}],"version-history":[{"count":1,"href":"https:\/\/spaceweekly.com\/index.php?rest_route=\/wp\/v2\/posts\/403028\/revisions"}],"predecessor-version":[{"id":403029,"href":"https:\/\/spaceweekly.com\/index.php?rest_route=\/wp\/v2\/posts\/403028\/revisions\/403029"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/spaceweekly.com\/index.php?rest_route=\/wp\/v2\/media\/615444"}],"wp:attachment":[{"href":"https:\/\/spaceweekly.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=403028"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/spaceweekly.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=403028"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/spaceweekly.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=403028"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}