{"id":1026,"date":"2023-10-30T11:22:54","date_gmt":"2023-10-30T11:22:54","guid":{"rendered":"https:\/\/cmc.qu.edu.iq\/en\/?p=1026"},"modified":"2023-10-30T11:22:54","modified_gmt":"2023-10-30T11:22:54","slug":"amal-abdul-abbas-fenjan-defended-her-masters-thesis-titled-diagnosing-alzheimers-disease-using-deep-neural-networks-at-csit-under-the-supervision-of-dr-lamiaa-abdul-noor","status":"publish","type":"post","link":"https:\/\/cmc.qu.edu.iq\/en\/2023\/10\/30\/amal-abdul-abbas-fenjan-defended-her-masters-thesis-titled-diagnosing-alzheimers-disease-using-deep-neural-networks-at-csit-under-the-supervision-of-dr-lamiaa-abdul-noor\/","title":{"rendered":"Amal Abdul-Abbas Fenjan defended her master\u2019s Thesis titled \u201cDiagnosing Alzheimer&#8217;s Disease using Deep Neural Networks\u201d at CSIT, under the supervision of Dr. Lamiaa Abdul Noor Mohammed."},"content":{"rendered":"\n<p>In her thesis, the researcher presented an intelligent model that utilizes a deep learning approach for precise diagnosis and identification of Alzheimer&#8217;s disease. The (CNN) algorithm was employed in constructing the model for the classification of MRI images, supplemented by the application of Data Augmentation to enhance data variety.<\/p>\n\n\n\n<p>The study&#8217;s findings emphasize the significance of large databases in improving the model&#8217;s accuracy in classifying MRI images, whether in binary or multiple classifications. The deep learning process relies heavily on extensive datasets for effective model training and optimal outcomes.&#8221;<\/p>\n\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-1 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" data-id=\"1027\" src=\"https:\/\/cmc.qu.edu.iq\/en\/wp-content\/uploads\/2023\/10\/photo_2023-10-25_20-43-04-2-1024x576.jpg\" alt=\"\" class=\"wp-image-1027\" srcset=\"https:\/\/cmc.qu.edu.iq\/en\/wp-content\/uploads\/2023\/10\/photo_2023-10-25_20-43-04-2-1024x576.jpg 1024w, https:\/\/cmc.qu.edu.iq\/en\/wp-content\/uploads\/2023\/10\/photo_2023-10-25_20-43-04-2-300x169.jpg 300w, https:\/\/cmc.qu.edu.iq\/en\/wp-content\/uploads\/2023\/10\/photo_2023-10-25_20-43-04-2-768x432.jpg 768w, https:\/\/cmc.qu.edu.iq\/en\/wp-content\/uploads\/2023\/10\/photo_2023-10-25_20-43-04-2-947x533.jpg 947w, https:\/\/cmc.qu.edu.iq\/en\/wp-content\/uploads\/2023\/10\/photo_2023-10-25_20-43-04-2-624x351.jpg 624w, https:\/\/cmc.qu.edu.iq\/en\/wp-content\/uploads\/2023\/10\/photo_2023-10-25_20-43-04-2.jpg 1280w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" data-id=\"1029\" src=\"https:\/\/cmc.qu.edu.iq\/en\/wp-content\/uploads\/2023\/10\/photo_2023-10-25_20-43-04-1024x576.jpg\" alt=\"\" class=\"wp-image-1029\" srcset=\"https:\/\/cmc.qu.edu.iq\/en\/wp-content\/uploads\/2023\/10\/photo_2023-10-25_20-43-04-1024x576.jpg 1024w, https:\/\/cmc.qu.edu.iq\/en\/wp-content\/uploads\/2023\/10\/photo_2023-10-25_20-43-04-300x169.jpg 300w, https:\/\/cmc.qu.edu.iq\/en\/wp-content\/uploads\/2023\/10\/photo_2023-10-25_20-43-04-768x432.jpg 768w, https:\/\/cmc.qu.edu.iq\/en\/wp-content\/uploads\/2023\/10\/photo_2023-10-25_20-43-04-947x533.jpg 947w, https:\/\/cmc.qu.edu.iq\/en\/wp-content\/uploads\/2023\/10\/photo_2023-10-25_20-43-04-624x351.jpg 624w, https:\/\/cmc.qu.edu.iq\/en\/wp-content\/uploads\/2023\/10\/photo_2023-10-25_20-43-04.jpg 1279w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"682\" height=\"1024\" data-id=\"1028\" src=\"https:\/\/cmc.qu.edu.iq\/en\/wp-content\/uploads\/2023\/10\/photo_2023-10-25_21-48-42-2-682x1024.jpg\" alt=\"\" class=\"wp-image-1028\" srcset=\"https:\/\/cmc.qu.edu.iq\/en\/wp-content\/uploads\/2023\/10\/photo_2023-10-25_21-48-42-2-682x1024.jpg 682w, https:\/\/cmc.qu.edu.iq\/en\/wp-content\/uploads\/2023\/10\/photo_2023-10-25_21-48-42-2-200x300.jpg 200w, https:\/\/cmc.qu.edu.iq\/en\/wp-content\/uploads\/2023\/10\/photo_2023-10-25_21-48-42-2-768x1152.jpg 768w, https:\/\/cmc.qu.edu.iq\/en\/wp-content\/uploads\/2023\/10\/photo_2023-10-25_21-48-42-2-624x936.jpg 624w, https:\/\/cmc.qu.edu.iq\/en\/wp-content\/uploads\/2023\/10\/photo_2023-10-25_21-48-42-2.jpg 853w\" sizes=\"auto, (max-width: 682px) 100vw, 682px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"682\" data-id=\"1032\" src=\"https:\/\/cmc.qu.edu.iq\/en\/wp-content\/uploads\/2023\/10\/photo_2023-10-25_21-48-42-3-1024x682.jpg\" alt=\"\" class=\"wp-image-1032\" srcset=\"https:\/\/cmc.qu.edu.iq\/en\/wp-content\/uploads\/2023\/10\/photo_2023-10-25_21-48-42-3-1024x682.jpg 1024w, https:\/\/cmc.qu.edu.iq\/en\/wp-content\/uploads\/2023\/10\/photo_2023-10-25_21-48-42-3-300x200.jpg 300w, https:\/\/cmc.qu.edu.iq\/en\/wp-content\/uploads\/2023\/10\/photo_2023-10-25_21-48-42-3-768x512.jpg 768w, https:\/\/cmc.qu.edu.iq\/en\/wp-content\/uploads\/2023\/10\/photo_2023-10-25_21-48-42-3-947x631.jpg 947w, https:\/\/cmc.qu.edu.iq\/en\/wp-content\/uploads\/2023\/10\/photo_2023-10-25_21-48-42-3-624x416.jpg 624w, https:\/\/cmc.qu.edu.iq\/en\/wp-content\/uploads\/2023\/10\/photo_2023-10-25_21-48-42-3-84x56.jpg 84w, https:\/\/cmc.qu.edu.iq\/en\/wp-content\/uploads\/2023\/10\/photo_2023-10-25_21-48-42-3.jpg 1280w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"682\" data-id=\"1031\" src=\"https:\/\/cmc.qu.edu.iq\/en\/wp-content\/uploads\/2023\/10\/photo_2023-10-25_21-48-42-1024x682.jpg\" alt=\"\" class=\"wp-image-1031\" srcset=\"https:\/\/cmc.qu.edu.iq\/en\/wp-content\/uploads\/2023\/10\/photo_2023-10-25_21-48-42-1024x682.jpg 1024w, https:\/\/cmc.qu.edu.iq\/en\/wp-content\/uploads\/2023\/10\/photo_2023-10-25_21-48-42-300x200.jpg 300w, https:\/\/cmc.qu.edu.iq\/en\/wp-content\/uploads\/2023\/10\/photo_2023-10-25_21-48-42-768x512.jpg 768w, https:\/\/cmc.qu.edu.iq\/en\/wp-content\/uploads\/2023\/10\/photo_2023-10-25_21-48-42-947x631.jpg 947w, https:\/\/cmc.qu.edu.iq\/en\/wp-content\/uploads\/2023\/10\/photo_2023-10-25_21-48-42-624x416.jpg 624w, https:\/\/cmc.qu.edu.iq\/en\/wp-content\/uploads\/2023\/10\/photo_2023-10-25_21-48-42-84x56.jpg 84w, https:\/\/cmc.qu.edu.iq\/en\/wp-content\/uploads\/2023\/10\/photo_2023-10-25_21-48-42.jpg 1280w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"682\" height=\"1024\" data-id=\"1030\" src=\"https:\/\/cmc.qu.edu.iq\/en\/wp-content\/uploads\/2023\/10\/photo_2023-10-25_21-48-43-2-682x1024.jpg\" alt=\"\" class=\"wp-image-1030\" srcset=\"https:\/\/cmc.qu.edu.iq\/en\/wp-content\/uploads\/2023\/10\/photo_2023-10-25_21-48-43-2-682x1024.jpg 682w, https:\/\/cmc.qu.edu.iq\/en\/wp-content\/uploads\/2023\/10\/photo_2023-10-25_21-48-43-2-200x300.jpg 200w, https:\/\/cmc.qu.edu.iq\/en\/wp-content\/uploads\/2023\/10\/photo_2023-10-25_21-48-43-2-768x1152.jpg 768w, https:\/\/cmc.qu.edu.iq\/en\/wp-content\/uploads\/2023\/10\/photo_2023-10-25_21-48-43-2-624x936.jpg 624w, https:\/\/cmc.qu.edu.iq\/en\/wp-content\/uploads\/2023\/10\/photo_2023-10-25_21-48-43-2.jpg 853w\" sizes=\"auto, (max-width: 682px) 100vw, 682px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"682\" data-id=\"1033\" src=\"https:\/\/cmc.qu.edu.iq\/en\/wp-content\/uploads\/2023\/10\/photo_2023-10-25_21-48-43-1024x682.jpg\" alt=\"\" class=\"wp-image-1033\" srcset=\"https:\/\/cmc.qu.edu.iq\/en\/wp-content\/uploads\/2023\/10\/photo_2023-10-25_21-48-43-1024x682.jpg 1024w, https:\/\/cmc.qu.edu.iq\/en\/wp-content\/uploads\/2023\/10\/photo_2023-10-25_21-48-43-300x200.jpg 300w, https:\/\/cmc.qu.edu.iq\/en\/wp-content\/uploads\/2023\/10\/photo_2023-10-25_21-48-43-768x512.jpg 768w, https:\/\/cmc.qu.edu.iq\/en\/wp-content\/uploads\/2023\/10\/photo_2023-10-25_21-48-43-947x631.jpg 947w, https:\/\/cmc.qu.edu.iq\/en\/wp-content\/uploads\/2023\/10\/photo_2023-10-25_21-48-43-624x416.jpg 624w, https:\/\/cmc.qu.edu.iq\/en\/wp-content\/uploads\/2023\/10\/photo_2023-10-25_21-48-43-84x56.jpg 84w, https:\/\/cmc.qu.edu.iq\/en\/wp-content\/uploads\/2023\/10\/photo_2023-10-25_21-48-43.jpg 1280w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/figure>\n","protected":false},"excerpt":{"rendered":"<p>In her thesis, the researcher presented an intelligent model that utilizes a deep learning approach for precise diagnosis and identification of Alzheimer&#8217;s disease. The (CNN) algorithm was employed in constructing [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":1031,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-1026","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/cmc.qu.edu.iq\/en\/wp-json\/wp\/v2\/posts\/1026","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cmc.qu.edu.iq\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/cmc.qu.edu.iq\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/cmc.qu.edu.iq\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/cmc.qu.edu.iq\/en\/wp-json\/wp\/v2\/comments?post=1026"}],"version-history":[{"count":1,"href":"https:\/\/cmc.qu.edu.iq\/en\/wp-json\/wp\/v2\/posts\/1026\/revisions"}],"predecessor-version":[{"id":1034,"href":"https:\/\/cmc.qu.edu.iq\/en\/wp-json\/wp\/v2\/posts\/1026\/revisions\/1034"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/cmc.qu.edu.iq\/en\/wp-json\/wp\/v2\/media\/1031"}],"wp:attachment":[{"href":"https:\/\/cmc.qu.edu.iq\/en\/wp-json\/wp\/v2\/media?parent=1026"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/cmc.qu.edu.iq\/en\/wp-json\/wp\/v2\/categories?post=1026"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/cmc.qu.edu.iq\/en\/wp-json\/wp\/v2\/tags?post=1026"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}