{"id":7808,"date":"2025-12-15T15:59:01","date_gmt":"2025-12-15T12:59:01","guid":{"rendered":"https:\/\/engineering.tiu.edu.iq\/mechatronics\/?p=7808"},"modified":"2026-02-02T08:59:32","modified_gmt":"2026-02-02T05:59:32","slug":"alzheimers-diagnosis-based-on-ai","status":"publish","type":"post","link":"https:\/\/engineering.tiu.edu.iq\/mechatronics\/alzheimers-diagnosis-based-on-ai\/","title":{"rendered":"Alzheimer\u2019s Diagnosis Based on AI"},"content":{"rendered":"

A workshop was conducted to discuss recent advances in artificial intelligence for Alzheimer\u2019s disease diagnosis<\/strong>, focusing on the integration of Enhanced Vision Transformers (ViTs)<\/strong> and Large Language Models (LLMs)<\/strong>. The workshop aimed to explore how modern deep learning techniques can improve the accuracy of medical image analysis and automate clinical reporting.<\/p>\n

The presented work introduced an AI-based framework that utilizes Vision Transformers for extracting global and discriminative features from brain MRI scans to classify Alzheimer\u2019s disease stages, including Normal Control (NC), Mild Cognitive Impairment (MCI), and Alzheimer\u2019s Disease (AD). In addition, Large Language Models were incorporated to automatically generate clear and clinically meaningful diagnostic reports based on model predictions.<\/p>\n

Discussions during the workshop highlighted the advantages of transformer-based architectures over traditional CNN approaches, particularly in capturing long-range dependencies in medical images. Participants also emphasized the importance of explainability, data quality, and ethical considerations when deploying AI systems in healthcare.<\/p>\n

The workshop concluded that combining Vision Transformers with LLMs represents a promising direction for early diagnosis, decision support, and clinical efficiency<\/strong> in neurodegenerative disease management. Future work was suggested in the areas of multi-modal data integration, explainable AI, and real-world clinical validation.<\/p>\n

 <\/p>\n

\"\"<\/a><\/p>\n

Keywords: Workshop, artificial intelligence, Alzheimer\u2019s disease, diagnosis, Enhanced Vision Transformers, ViTs, Large Language Models, LLMs, deep learning techniques, medical image analysis, automate clinical reporting, AI-based framework, extracting features<\/p>\n","protected":false},"excerpt":{"rendered":"

A workshop was conducted to discuss recent advances in artificial intelligence for Alzheimer\u2019s disease diagnosis, focusing on the integration of Enhanced Vision Transformers (ViTs) and Large Language Models (LLMs). The workshop aimed to explore how modern deep learning techniques can improve the accuracy of medical image analysis and automate clinical reporting. The presented work introduced an AI-based framework that utilizes Vision Transformers for extracting global and discriminative features from brain MRI scans to classify Alzheimer\u2019s disease stages, including Normal Control (NC), Mild Cognitive Impairment (MCI), and Alzheimer\u2019s Disease (AD). In addition, Large Language Models were incorporated to automatically generate clear and […]<\/a><\/p>\n","protected":false},"author":67,"featured_media":7809,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"wds_primary_category":0,"footnotes":""},"categories":[2],"tags":[293,284,147,292,290,285,286,294,288,289,291,287,56],"class_list":["post-7808","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","tag-ai-based-framework","tag-alzheimers-disease","tag-artificial-intelligence","tag-automate-clinical-reporting","tag-deep-learning-techniques","tag-diagnosis","tag-enhanced-vision-transformers","tag-extracting-features","tag-large-language-models","tag-llms","tag-medical-image-analysis","tag-vits","tag-workshop"],"yoast_head":"\nAlzheimer\u2019s Diagnosis Based on AI - Mechatronics Department<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/engineering.tiu.edu.iq\/mechatronics\/alzheimers-diagnosis-based-on-ai\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Alzheimer\u2019s Diagnosis Based on AI - Mechatronics Department\" \/>\n<meta property=\"og:description\" content=\"A workshop was conducted to discuss recent advances in artificial intelligence for Alzheimer\u2019s disease diagnosis, focusing on the integration of Enhanced Vision Transformers (ViTs) and Large Language Models (LLMs). The workshop aimed to explore how modern deep learning techniques can improve the accuracy of medical image analysis and automate clinical reporting. The presented work introduced an AI-based framework that utilizes Vision Transformers for extracting global and discriminative features from brain MRI scans to classify Alzheimer\u2019s disease stages, including Normal Control (NC), Mild Cognitive Impairment (MCI), and Alzheimer\u2019s Disease (AD). In addition, Large Language Models were incorporated to automatically generate clear and [...]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/engineering.tiu.edu.iq\/mechatronics\/alzheimers-diagnosis-based-on-ai\/\" \/>\n<meta property=\"og:site_name\" content=\"Mechatronics Department\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/Tishkuniversity\/?ref=bookmarks\" \/>\n<meta property=\"article:published_time\" content=\"2025-12-15T12:59:01+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-02-02T05:59:32+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/engineering.tiu.edu.iq\/mechatronics\/wp-content\/uploads\/2026\/02\/AlzheimersDiagnos.jpeg\" \/>\n\t<meta property=\"og:image:width\" content=\"1024\" \/>\n\t<meta property=\"og:image:height\" content=\"1536\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Web Admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@tishkuni\" \/>\n<meta name=\"twitter:site\" content=\"@tishkuni\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Web Admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/engineering.tiu.edu.iq\/mechatronics\/alzheimers-diagnosis-based-on-ai\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/engineering.tiu.edu.iq\/mechatronics\/alzheimers-diagnosis-based-on-ai\/\"},\"author\":{\"name\":\"Web Admin\",\"@id\":\"https:\/\/engineering.tiu.edu.iq\/mechatronics\/#\/schema\/person\/cc183efecad241176849baa7ffae599a\"},\"headline\":\"Alzheimer\u2019s Diagnosis Based on AI\",\"datePublished\":\"2025-12-15T12:59:01+00:00\",\"dateModified\":\"2026-02-02T05:59:32+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/engineering.tiu.edu.iq\/mechatronics\/alzheimers-diagnosis-based-on-ai\/\"},\"wordCount\":230,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/engineering.tiu.edu.iq\/mechatronics\/#organization\"},\"image\":{\"@id\":\"https:\/\/engineering.tiu.edu.iq\/mechatronics\/alzheimers-diagnosis-based-on-ai\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/engineering.tiu.edu.iq\/mechatronics\/wp-content\/uploads\/2026\/02\/AlzheimersDiagnos.jpeg\",\"keywords\":[\"AI-based framework\",\"Alzheimer\u2019s disease\",\"artificial intelligence\",\"automate clinical reporting\",\"deep learning techniques\",\"diagnosis\",\"Enhanced Vision Transformers\",\"extracting features\",\"Large Language Models\",\"LLMs\",\"medical image analysis\",\"ViTs\",\"workshop\"],\"articleSection\":[\"News\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/engineering.tiu.edu.iq\/mechatronics\/alzheimers-diagnosis-based-on-ai\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/engineering.tiu.edu.iq\/mechatronics\/alzheimers-diagnosis-based-on-ai\/\",\"url\":\"https:\/\/engineering.tiu.edu.iq\/mechatronics\/alzheimers-diagnosis-based-on-ai\/\",\"name\":\"Alzheimer\u2019s Diagnosis Based on AI - Mechatronics Department\",\"isPartOf\":{\"@id\":\"https:\/\/engineering.tiu.edu.iq\/mechatronics\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/engineering.tiu.edu.iq\/mechatronics\/alzheimers-diagnosis-based-on-ai\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/engineering.tiu.edu.iq\/mechatronics\/alzheimers-diagnosis-based-on-ai\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/engineering.tiu.edu.iq\/mechatronics\/wp-content\/uploads\/2026\/02\/AlzheimersDiagnos.jpeg\",\"datePublished\":\"2025-12-15T12:59:01+00:00\",\"dateModified\":\"2026-02-02T05:59:32+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/engineering.tiu.edu.iq\/mechatronics\/alzheimers-diagnosis-based-on-ai\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/engineering.tiu.edu.iq\/mechatronics\/alzheimers-diagnosis-based-on-ai\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/engineering.tiu.edu.iq\/mechatronics\/alzheimers-diagnosis-based-on-ai\/#primaryimage\",\"url\":\"https:\/\/engineering.tiu.edu.iq\/mechatronics\/wp-content\/uploads\/2026\/02\/AlzheimersDiagnos.jpeg\",\"contentUrl\":\"https:\/\/engineering.tiu.edu.iq\/mechatronics\/wp-content\/uploads\/2026\/02\/AlzheimersDiagnos.jpeg\",\"width\":1024,\"height\":1536},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/engineering.tiu.edu.iq\/mechatronics\/alzheimers-diagnosis-based-on-ai\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/engineering.tiu.edu.iq\/mechatronics\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Alzheimer\u2019s Diagnosis Based on AI\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/engineering.tiu.edu.iq\/mechatronics\/#website\",\"url\":\"https:\/\/engineering.tiu.edu.iq\/mechatronics\/\",\"name\":\"TIU\",\"description\":\"The Future is Here\",\"publisher\":{\"@id\":\"https:\/\/engineering.tiu.edu.iq\/mechatronics\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/engineering.tiu.edu.iq\/mechatronics\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/engineering.tiu.edu.iq\/mechatronics\/#organization\",\"name\":\"Mechatronics Department\",\"url\":\"https:\/\/engineering.tiu.edu.iq\/mechatronics\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/engineering.tiu.edu.iq\/mechatronics\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/engineering.tiu.edu.iq\/mechatronics\/wp-content\/uploads\/2020\/09\/Tishk-International-University-Logo.png\",\"contentUrl\":\"https:\/\/engineering.tiu.edu.iq\/mechatronics\/wp-content\/uploads\/2020\/09\/Tishk-International-University-Logo.png\",\"width\":4034,\"height\":3631,\"caption\":\"Mechatronics Department\"},\"image\":{\"@id\":\"https:\/\/engineering.tiu.edu.iq\/mechatronics\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/Tishkuniversity\/?ref=bookmarks\",\"https:\/\/x.com\/tishkuni\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/engineering.tiu.edu.iq\/mechatronics\/#\/schema\/person\/cc183efecad241176849baa7ffae599a\",\"name\":\"Web Admin\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/secure.gravatar.com\/avatar\/3a47b9231d151155cd33bd25d059ecb52841805eb3d30eec2e06be3ffe6ee961?s=96&d=mm&r=g\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/3a47b9231d151155cd33bd25d059ecb52841805eb3d30eec2e06be3ffe6ee961?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/3a47b9231d151155cd33bd25d059ecb52841805eb3d30eec2e06be3ffe6ee961?s=96&d=mm&r=g\",\"caption\":\"Web Admin\"},\"url\":\"https:\/\/engineering.tiu.edu.iq\/mechatronics\/author\/web_admin\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Alzheimer\u2019s Diagnosis Based on AI - Mechatronics Department","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/engineering.tiu.edu.iq\/mechatronics\/alzheimers-diagnosis-based-on-ai\/","og_locale":"en_US","og_type":"article","og_title":"Alzheimer\u2019s Diagnosis Based on AI - Mechatronics Department","og_description":"A workshop was conducted to discuss recent advances in artificial intelligence for Alzheimer\u2019s disease diagnosis, focusing on the integration of Enhanced Vision Transformers (ViTs) and Large Language Models (LLMs). The workshop aimed to explore how modern deep learning techniques can improve the accuracy of medical image analysis and automate clinical reporting. The presented work introduced an AI-based framework that utilizes Vision Transformers for extracting global and discriminative features from brain MRI scans to classify Alzheimer\u2019s disease stages, including Normal Control (NC), Mild Cognitive Impairment (MCI), and Alzheimer\u2019s Disease (AD). In addition, Large Language Models were incorporated to automatically generate clear and [...]","og_url":"https:\/\/engineering.tiu.edu.iq\/mechatronics\/alzheimers-diagnosis-based-on-ai\/","og_site_name":"Mechatronics Department","article_publisher":"https:\/\/www.facebook.com\/Tishkuniversity\/?ref=bookmarks","article_published_time":"2025-12-15T12:59:01+00:00","article_modified_time":"2026-02-02T05:59:32+00:00","og_image":[{"width":1024,"height":1536,"url":"https:\/\/engineering.tiu.edu.iq\/mechatronics\/wp-content\/uploads\/2026\/02\/AlzheimersDiagnos.jpeg","type":"image\/jpeg"}],"author":"Web Admin","twitter_card":"summary_large_image","twitter_creator":"@tishkuni","twitter_site":"@tishkuni","twitter_misc":{"Written by":"Web Admin","Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/engineering.tiu.edu.iq\/mechatronics\/alzheimers-diagnosis-based-on-ai\/#article","isPartOf":{"@id":"https:\/\/engineering.tiu.edu.iq\/mechatronics\/alzheimers-diagnosis-based-on-ai\/"},"author":{"name":"Web Admin","@id":"https:\/\/engineering.tiu.edu.iq\/mechatronics\/#\/schema\/person\/cc183efecad241176849baa7ffae599a"},"headline":"Alzheimer\u2019s Diagnosis Based on AI","datePublished":"2025-12-15T12:59:01+00:00","dateModified":"2026-02-02T05:59:32+00:00","mainEntityOfPage":{"@id":"https:\/\/engineering.tiu.edu.iq\/mechatronics\/alzheimers-diagnosis-based-on-ai\/"},"wordCount":230,"commentCount":0,"publisher":{"@id":"https:\/\/engineering.tiu.edu.iq\/mechatronics\/#organization"},"image":{"@id":"https:\/\/engineering.tiu.edu.iq\/mechatronics\/alzheimers-diagnosis-based-on-ai\/#primaryimage"},"thumbnailUrl":"https:\/\/engineering.tiu.edu.iq\/mechatronics\/wp-content\/uploads\/2026\/02\/AlzheimersDiagnos.jpeg","keywords":["AI-based framework","Alzheimer\u2019s disease","artificial intelligence","automate clinical reporting","deep learning techniques","diagnosis","Enhanced Vision Transformers","extracting features","Large Language Models","LLMs","medical image analysis","ViTs","workshop"],"articleSection":["News"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/engineering.tiu.edu.iq\/mechatronics\/alzheimers-diagnosis-based-on-ai\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/engineering.tiu.edu.iq\/mechatronics\/alzheimers-diagnosis-based-on-ai\/","url":"https:\/\/engineering.tiu.edu.iq\/mechatronics\/alzheimers-diagnosis-based-on-ai\/","name":"Alzheimer\u2019s Diagnosis Based on AI - Mechatronics Department","isPartOf":{"@id":"https:\/\/engineering.tiu.edu.iq\/mechatronics\/#website"},"primaryImageOfPage":{"@id":"https:\/\/engineering.tiu.edu.iq\/mechatronics\/alzheimers-diagnosis-based-on-ai\/#primaryimage"},"image":{"@id":"https:\/\/engineering.tiu.edu.iq\/mechatronics\/alzheimers-diagnosis-based-on-ai\/#primaryimage"},"thumbnailUrl":"https:\/\/engineering.tiu.edu.iq\/mechatronics\/wp-content\/uploads\/2026\/02\/AlzheimersDiagnos.jpeg","datePublished":"2025-12-15T12:59:01+00:00","dateModified":"2026-02-02T05:59:32+00:00","breadcrumb":{"@id":"https:\/\/engineering.tiu.edu.iq\/mechatronics\/alzheimers-diagnosis-based-on-ai\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/engineering.tiu.edu.iq\/mechatronics\/alzheimers-diagnosis-based-on-ai\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/engineering.tiu.edu.iq\/mechatronics\/alzheimers-diagnosis-based-on-ai\/#primaryimage","url":"https:\/\/engineering.tiu.edu.iq\/mechatronics\/wp-content\/uploads\/2026\/02\/AlzheimersDiagnos.jpeg","contentUrl":"https:\/\/engineering.tiu.edu.iq\/mechatronics\/wp-content\/uploads\/2026\/02\/AlzheimersDiagnos.jpeg","width":1024,"height":1536},{"@type":"BreadcrumbList","@id":"https:\/\/engineering.tiu.edu.iq\/mechatronics\/alzheimers-diagnosis-based-on-ai\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/engineering.tiu.edu.iq\/mechatronics\/"},{"@type":"ListItem","position":2,"name":"Alzheimer\u2019s Diagnosis Based on AI"}]},{"@type":"WebSite","@id":"https:\/\/engineering.tiu.edu.iq\/mechatronics\/#website","url":"https:\/\/engineering.tiu.edu.iq\/mechatronics\/","name":"TIU","description":"The Future is Here","publisher":{"@id":"https:\/\/engineering.tiu.edu.iq\/mechatronics\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/engineering.tiu.edu.iq\/mechatronics\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/engineering.tiu.edu.iq\/mechatronics\/#organization","name":"Mechatronics Department","url":"https:\/\/engineering.tiu.edu.iq\/mechatronics\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/engineering.tiu.edu.iq\/mechatronics\/#\/schema\/logo\/image\/","url":"https:\/\/engineering.tiu.edu.iq\/mechatronics\/wp-content\/uploads\/2020\/09\/Tishk-International-University-Logo.png","contentUrl":"https:\/\/engineering.tiu.edu.iq\/mechatronics\/wp-content\/uploads\/2020\/09\/Tishk-International-University-Logo.png","width":4034,"height":3631,"caption":"Mechatronics Department"},"image":{"@id":"https:\/\/engineering.tiu.edu.iq\/mechatronics\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/Tishkuniversity\/?ref=bookmarks","https:\/\/x.com\/tishkuni"]},{"@type":"Person","@id":"https:\/\/engineering.tiu.edu.iq\/mechatronics\/#\/schema\/person\/cc183efecad241176849baa7ffae599a","name":"Web Admin","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/3a47b9231d151155cd33bd25d059ecb52841805eb3d30eec2e06be3ffe6ee961?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/3a47b9231d151155cd33bd25d059ecb52841805eb3d30eec2e06be3ffe6ee961?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/3a47b9231d151155cd33bd25d059ecb52841805eb3d30eec2e06be3ffe6ee961?s=96&d=mm&r=g","caption":"Web Admin"},"url":"https:\/\/engineering.tiu.edu.iq\/mechatronics\/author\/web_admin\/"}]}},"_links":{"self":[{"href":"https:\/\/engineering.tiu.edu.iq\/mechatronics\/wp-json\/wp\/v2\/posts\/7808","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/engineering.tiu.edu.iq\/mechatronics\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/engineering.tiu.edu.iq\/mechatronics\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/engineering.tiu.edu.iq\/mechatronics\/wp-json\/wp\/v2\/users\/67"}],"replies":[{"embeddable":true,"href":"https:\/\/engineering.tiu.edu.iq\/mechatronics\/wp-json\/wp\/v2\/comments?post=7808"}],"version-history":[{"count":1,"href":"https:\/\/engineering.tiu.edu.iq\/mechatronics\/wp-json\/wp\/v2\/posts\/7808\/revisions"}],"predecessor-version":[{"id":7810,"href":"https:\/\/engineering.tiu.edu.iq\/mechatronics\/wp-json\/wp\/v2\/posts\/7808\/revisions\/7810"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/engineering.tiu.edu.iq\/mechatronics\/wp-json\/wp\/v2\/media\/7809"}],"wp:attachment":[{"href":"https:\/\/engineering.tiu.edu.iq\/mechatronics\/wp-json\/wp\/v2\/media?parent=7808"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/engineering.tiu.edu.iq\/mechatronics\/wp-json\/wp\/v2\/categories?post=7808"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/engineering.tiu.edu.iq\/mechatronics\/wp-json\/wp\/v2\/tags?post=7808"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}