{"id":5596,"date":"2021-03-19T11:09:03","date_gmt":"2021-03-19T11:09:03","guid":{"rendered":"https:\/\/techclot.com\/index.php\/2021\/03\/19\/new-machine-learning-tool-can-accelerate-drug-discovery\/"},"modified":"2021-03-19T11:09:03","modified_gmt":"2021-03-19T11:09:03","slug":"new-machine-learning-tool-can-accelerate-drug-discovery","status":"publish","type":"post","link":"https:\/\/techclot.com\/index.php\/2021\/03\/19\/new-machine-learning-tool-can-accelerate-drug-discovery\/","title":{"rendered":"New Machine learning tool can accelerate drug discovery"},"content":{"rendered":"

New Machine learning tool can accelerate drug discovery<\/a><\/p>\n

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\n\tHannah Mitchell <\/span> – ” onclick=”window.open(this.href,’win2′,’status=no,toolbar=no,scrollbars=yes,titlebar=no,menubar=no,resizable=yes,width=640,height=480,directories=no,location=no’); return false;” rel=”nofollow”>\t\t\t<\/span>
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Machine learning can quickly and precisely evaluate binding free energy used in drug discovery, according to a March 15 study published in The Journal of Physical Chemistry Letters.<\/a><\/em><\/p>\n

The new machine learning tool, known as DeepBAR, was discovered by Xinqiang Ding, PhD, and Bin Zhang, PhD, researchers from the Massachusetts Institute of Technology in Cambridge.<\/p>\n

Drugs are only effective if they stick to their target proteins in the body, which can slow down drug discovery. Existing techniques struggle to balance efficiency and accuracy, researchers said.<\/p>\n

DeepBAR can accelerate the process because it is much quicker than other methods currently available.<\/p>\n

The machine learning tool is also exact and does not make estimations like other tools. <\/p>\n

It is anticipated to be a valuable tool for computing standard binding free energy used in drug design, the study’s authors said.<\/p>\n

More articles on artificial intelligence: 
<\/strong>AI could replicate, compound existing disparities in COVID-19 care, study finds<\/a>
<\/a>Study: Machine learning can help detect cancer cells by their acidity<\/a>
Cleveland Clinic, NFL Players Association launch AI venture for neurological diseases<\/a><\/p>\n


\n\u00a9 Copyright ASC COMMUNICATIONS 2021. Interested in LINKING to or REPRINTING this content? View our policies by clicking here<\/a>.<\/em><\/p>\n<\/p>\n

Published at Thu, 18 Mar 2021 21:47:28 +0000<\/p>\n

New Machine learning tool can accelerate drug discovery<\/a><\/p>\n

<\/div>\n

<\/p>\n

\n\tHannah Mitchell <\/span> – ” onclick=”window.open(this.href,’win2′,’status=no,toolbar=no,scrollbars=yes,titlebar=no,menubar=no,resizable=yes,width=640,height=480,directories=no,location=no’); return false;” rel=”nofollow”>\t\t\t<\/span>
\n\t\tPrint\t<\/a> | <\/span>Email<\/a><\/span>
\n<\/span>
\n<\/p>\n<\/div>\n

Machine learning can quickly and precisely evaluate binding free energy used in drug discovery, according to a March 15 study published in The Journal of Physical Chemistry Letters.<\/a><\/em><\/p>\n

The new machine learning tool, known as DeepBAR, was discovered by Xinqiang Ding, PhD, and Bin Zhang, PhD, researchers from the Massachusetts Institute of Technology in Cambridge.<\/p>\n

Drugs are only effective if they stick to their target proteins in the body, which can slow down drug discovery. Existing techniques struggle to balance efficiency and accuracy, researchers said.<\/p>\n

DeepBAR can accelerate the process because it is much quicker than other methods currently available.<\/p>\n

The machine learning tool is also exact and does not make estimations like other tools. <\/p>\n

It is anticipated to be a valuable tool for computing standard binding free energy used in drug design, the study’s authors said.<\/p>\n

More articles on artificial intelligence: 
<\/strong>AI could replicate, compound existing disparities in COVID-19 care, study finds<\/a>
<\/a>Study: Machine learning can help detect cancer cells by their acidity<\/a>
Cleveland Clinic, NFL Players Association launch AI venture for neurological diseases<\/a><\/p>\n


\n\u00a9 Copyright ASC COMMUNICATIONS 2021. Interested in LINKING to or REPRINTING this content? View our policies by clicking here<\/a>.<\/em><\/p>\n<\/p>\n

Published at Thu, 18 Mar 2021 21:47:28 +0000<\/p>\n","protected":false},"excerpt":{"rendered":"

New Machine learning tool can accelerate drug discovery Hannah Mitchell – Thursday, March 18th, 2021<\/p>\n","protected":false},"author":3,"featured_media":5595,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[3],"tags":[],"class_list":["post-5596","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence"],"jetpack_featured_media_url":"https:\/\/i0.wp.com\/techclot.com\/wp-content\/uploads\/2021\/03\/yu6kkr.jpg?fit=400%2C300&ssl=1","jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/p3orZX-1sg","jetpack-related-posts":[],"_links":{"self":[{"href":"https:\/\/techclot.com\/index.php\/wp-json\/wp\/v2\/posts\/5596","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/techclot.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/techclot.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/techclot.com\/index.php\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/techclot.com\/index.php\/wp-json\/wp\/v2\/comments?post=5596"}],"version-history":[{"count":0,"href":"https:\/\/techclot.com\/index.php\/wp-json\/wp\/v2\/posts\/5596\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/techclot.com\/index.php\/wp-json\/wp\/v2\/media\/5595"}],"wp:attachment":[{"href":"https:\/\/techclot.com\/index.php\/wp-json\/wp\/v2\/media?parent=5596"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/techclot.com\/index.php\/wp-json\/wp\/v2\/categories?post=5596"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/techclot.com\/index.php\/wp-json\/wp\/v2\/tags?post=5596"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}