{"id":640477,"date":"2024-11-06T01:16:45","date_gmt":"2024-11-06T01:16:45","guid":{"rendered":"https:\/\/pdfstandards.shop\/product\/uncategorized\/iso-tr-242912021\/"},"modified":"2024-11-06T01:16:45","modified_gmt":"2024-11-06T01:16:45","slug":"iso-tr-242912021","status":"publish","type":"product","link":"https:\/\/pdfstandards.shop\/product\/publishers\/iso\/iso-tr-242912021\/","title":{"rendered":"ISO\/TR 24291:2021"},"content":{"rendered":"<p>This document lists examples of and defines categories of use cases for machine learning in medicine for clinical practice. <\/p>\n<p>The developments and applications of machine learning technologies for artificial intelligence consist of 1) data collection and curation, 2) pre-processing, 3) model training and validation, and 4) medicine depending on various kinds of specialty including radiology, pathology, emergency medicine, dermatology, ophthalmology, anaesthesia, surgery, etc., and clinical settings including repeated detection and\/or diagnosis, real-time monitoring, and treatment prediction.<\/p>\n<p>This document covers categories applications of medicine in (4). It also defines the clinical usages and necessities of the artificial intelligence in medicine. <\/p>\n<p>(1) to (3) are not the scope of this document<\/p>\n<p>This document also excludes<\/p>\n<p>\u2014     basic research and other scientific areas,<\/p>\n<p>\u2014     use cases related to artificial intelligence methods other than machine learning (for example, symbolic artificial intelligence, expert systems), and<\/p>\n<p>\u2014     non-human results such as veterinary medicine.<\/p>\n","protected":false},"excerpt":{"rendered":"<p><b>Health informatics \u2014 Applications of machine learning technologies in imaging and other medical applications<\/b><\/p>\n<table style=\"width: 100%\" border=\"0\" cellspacing=\"0\" cellpadding=\"0\">\n<tbody>\n<tr>\n<td>Published By<\/td>\n<td>Publication Date<\/td>\n<td>Number of Pages<\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/pdfstandards.shop\/product-category\/publishers\/iso\/\"><b>ISO<\/b><\/a><\/td>\n<td>2021-03<\/td>\n<td>22<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n","protected":false},"featured_media":640495,"template":"","meta":{"rank_math_lock_modified_date":false,"ep_exclude_from_search":false},"product_cat":[704,2634],"product_tag":[],"class_list":{"0":"post-640477","1":"product","2":"type-product","3":"status-publish","4":"has-post-thumbnail","6":"product_cat-35-240-80","7":"product_cat-iso","9":"first","10":"instock","11":"sold-individually","12":"shipping-taxable","13":"purchasable","14":"product-type-simple"},"_links":{"self":[{"href":"https:\/\/pdfstandards.shop\/wp-json\/wp\/v2\/product\/640477","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/pdfstandards.shop\/wp-json\/wp\/v2\/product"}],"about":[{"href":"https:\/\/pdfstandards.shop\/wp-json\/wp\/v2\/types\/product"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/pdfstandards.shop\/wp-json\/wp\/v2\/media\/640495"}],"wp:attachment":[{"href":"https:\/\/pdfstandards.shop\/wp-json\/wp\/v2\/media?parent=640477"}],"wp:term":[{"taxonomy":"product_cat","embeddable":true,"href":"https:\/\/pdfstandards.shop\/wp-json\/wp\/v2\/product_cat?post=640477"},{"taxonomy":"product_tag","embeddable":true,"href":"https:\/\/pdfstandards.shop\/wp-json\/wp\/v2\/product_tag?post=640477"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}