{"id":18158,"date":"2020-09-11T07:08:47","date_gmt":"2020-09-11T07:08:47","guid":{"rendered":"https:\/\/www.inspirenignite.com\/mh\/btbme605a-artificial-intelligence-and-pattern-recognition-in-medicine-syllabus-for-bm-6th-sem-2019-20-dbatu-elective-v\/"},"modified":"2020-09-11T07:08:47","modified_gmt":"2020-09-11T07:08:47","slug":"btbme605a-artificial-intelligence-and-pattern-recognition-in-medicine-syllabus-for-bm-6th-sem-2019-20-dbatu-elective-v","status":"publish","type":"post","link":"https:\/\/www.inspirenignite.com\/mh\/btbme605a-artificial-intelligence-and-pattern-recognition-in-medicine-syllabus-for-bm-6th-sem-2019-20-dbatu-elective-v\/","title":{"rendered":"BTBME605A: Artificial Intelligence and Pattern Recognition in Medicine Syllabus for BM 6th Sem 2019-20 DBATU (Elective-V)"},"content":{"rendered":"

Artificial Intelligence and Pattern Recognition in Medicine detailed syllabus scheme for Biomedical Engineering (BM), 2019-20 onwards has been taken from the DBATU<\/a> official website and presented for the Bachelor of Technology students. For Subject Code, Course Title, Lecutres, Tutorials, Practice, Credits, and other information, do visit full semester subjects post given below. <\/p>\n

For 6th Sem Scheme of Biomedical Engineering (BM), 2019-20 Onwards, do visit BM 6th Sem Scheme, 2019-20 Onwards<\/a>. For the Elective-V scheme of 6th Sem 2019-20 onwards, refer to BM 6th Sem Elective-V Scheme 2019-20 Onwards<\/a>. The detail syllabus for artificial intelligence and pattern recognition in medicine is as follows.<\/p>\n

Artificial Intelligence and Pattern Recognition in Medicine Syllabus for Biomedical Engineering (BM) 3rd Year 6th Sem 2019-20 DBATU<\/h2>\n

Artificial Intelligence and Pattern Recognition in Medicine<\/title><\/p>\n<h4>Course Objectives:<\/h4>\n<p id=\"istudy\" style=\"text-align:center\">For the complete syllabus, results, class timetable, and many other features kindly download the <a href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy\" target=\"_blank\" rel=\"noopener\">iStudy App<\/a><br \/><b> It is a lightweight, easy to use, no images, and no pdf platform to make students’s lives easier.<\/b><br \/><a href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy&pcampaignid=pcampaignidMKT-Other-global-all-co-prtnr-py-PartBadge-Mar2515-1\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" src=\"https:\/\/play.google.com\/intl\/en_us\/badges\/static\/images\/badges\/en_badge_web_generic.png\" alt=\"Get it on Google Play\" style=\"height:65px\"><\/a>. <\/p>\n<h4>Course Outcomes:<\/h4>\n<ol>\n<li>To develop an understanding of the methods of probability which are used to model engineering problems.<\/li>\n<li>To develop an understanding of the methods of statistics which are used to model engineering problems.<\/li>\n<\/ol>\n<h4>Unit I<\/h4>\n<p> <strong>Artificial Intelligence<\/strong><br \/>\n Artificial Intelligence (AI): Introduction, definition and history, Components, Problem definition- Structures and Strategies for state space search- Depth first and breadth first search- DFS with iterative deepening- Heuristic Search- Best First Search- A* Algorithm-AND, OR Graphs, Problems.<\/p>\n<h4>Unit II<\/h4>\n<p id=\"istudy\" style=\"text-align:center\">For the complete syllabus, results, class timetable, and many other features kindly download the <a href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy\" target=\"_blank\" rel=\"noopener\">iStudy App<\/a><br \/><b> It is a lightweight, easy to use, no images, and no pdf platform to make students’s lives easier.<\/b><br \/><a href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy&pcampaignid=pcampaignidMKT-Other-global-all-co-prtnr-py-PartBadge-Mar2515-1\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" src=\"https:\/\/play.google.com\/intl\/en_us\/badges\/static\/images\/badges\/en_badge_web_generic.png\" alt=\"Get it on Google Play\" style=\"height:65px\"><\/a>. <\/p>\n<h4>Unit III<\/h4>\n<p> <strong>Pattern Recognition<\/strong><br \/>\n Classes, patterns and features- Pattern similarity and PR Tasks- Pattern discriminationFeature space metrics and Covariance matrix- Feature assessment- Unsupervised clusteringTree clustering- K-means clustering, Statistical, syntactic and descriptive approaches<\/p>\n<h4>Unit IV<\/h4>\n<p> <strong>Classification<\/strong><br \/>\n Linear discriminants, Bayesian classification, Bayes rule for minimum risk, minimum error rate classification, discriminant functions, and decision surfaces, Model free technique -ROC Curve, Classifier evaluation, Back propagation learning, Competitive learning<\/p>\n<h4>Unit V<\/h4>\n<p id=\"istudy\" style=\"text-align:center\">For the complete syllabus, results, class timetable, and many other features kindly download the <a href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy\" target=\"_blank\" rel=\"noopener\">iStudy App<\/a><br \/><b> It is a lightweight, easy to use, no images, and no pdf platform to make students’s lives easier.<\/b><br \/><a href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy&pcampaignid=pcampaignidMKT-Other-global-all-co-prtnr-py-PartBadge-Mar2515-1\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" src=\"https:\/\/play.google.com\/intl\/en_us\/badges\/static\/images\/badges\/en_badge_web_generic.png\" alt=\"Get it on Google Play\" style=\"height:65px\"><\/a>. <\/p>\n<h4>Text Books:<\/h4>\n<ol>\n<li>George F Luger, “Artificial Intelligence- Structures and Strategies for Complex Problem Solving”, 4\/e, 2002, Pearson Education.<\/li>\n<li>Duda and Hart P E, “Pattern classification and scene analysis”, John wiley and sons, NY, 1973.<\/li>\n<\/ol>\n<h4>Reference Books:<\/h4>\n<ol>\n<li>Earl Gose, Richard Johnsonbaugh, and Steve Jost; “PatternRecognition and Image Analysis”, PHI Pvte. Ltd., NewDelhi-1, 1999.<\/li>\n<li>Fu K S, “Syntactic Pattern recognition and applications”, Prentice Hall, Eaglewood cliffs, N J, 1982.<\/li>\n<li>Rochard O, Duda and Hart P E, and David G Stork, “Pattern classification”, 2nd Edn., John Wiley and Sons Inc., 2001.<\/li>\n<li>Carlo Combi, Yuval Shahar; “Artificial Intelligence in Medicine” – 12th Conference -Springer.<\/li>\n<\/ol>\n<p align=\"justify\">For detail syllabus of all subjects of Biomedical Engineering (BM) 6th Sem 2019-20 onwards, visit <a href=\"..\/category\/dbatu\/6th-sem-dbatu\">BM 6th Sem Subjects <\/a>of 2019-20 Onwards.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Artificial Intelligence and Pattern Recognition in Medicine detailed syllabus scheme for Biomedical Engineering (BM), 2019-20 onwards has been taken from the DBATU official website and presented for the Bachelor of […]<\/p>\n","protected":false},"author":2351,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_bbp_topic_count":0,"_bbp_reply_count":0,"_bbp_total_topic_count":0,"_bbp_total_reply_count":0,"_bbp_voice_count":0,"_bbp_anonymous_reply_count":0,"_bbp_topic_count_hidden":0,"_bbp_reply_count_hidden":0,"_bbp_forum_subforum_count":0,"footnotes":""},"categories":[102],"tags":[],"class_list":["post-18158","post","type-post","status-publish","format-standard","hentry","category-bm-dbatu"],"_links":{"self":[{"href":"https:\/\/www.inspirenignite.com\/mh\/wp-json\/wp\/v2\/posts\/18158","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.inspirenignite.com\/mh\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.inspirenignite.com\/mh\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.inspirenignite.com\/mh\/wp-json\/wp\/v2\/users\/2351"}],"replies":[{"embeddable":true,"href":"https:\/\/www.inspirenignite.com\/mh\/wp-json\/wp\/v2\/comments?post=18158"}],"version-history":[{"count":0,"href":"https:\/\/www.inspirenignite.com\/mh\/wp-json\/wp\/v2\/posts\/18158\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.inspirenignite.com\/mh\/wp-json\/wp\/v2\/media?parent=18158"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/mh\/wp-json\/wp\/v2\/categories?post=18158"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/mh\/wp-json\/wp\/v2\/tags?post=18158"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}