AI applications for disease diagnosis and treatment[electronic resource]
- 其他作者: Benamar, Nabil. , Fattah, Muhammed. , Ouazzani, Rajae El. , IGI Global.
- 出版: Hershey, Pennsylvania : IGI Global 2022.
- 稽核項: 1 online resource (332 p.).
- 標題: Machine learning. , Artificial intelligence Medical applications. , Medical Informatics Applications , Medical informatics. , Electronic books. , Medical applications. , Artificial intelligence
- ISBN: 1668423065 , 9781668423066
- 試查全文@TNUA:
- 附註: Includes bibliographical references and index. Section 1. AI opportunities and challenges in healthcare. Chapter 1. Machine learning in healthcare: theory, applications, and future trends -- Section 2. Diagnosis and treatment of some common diseases using AI. Chapter 2. A mobilehealth application for monitoring children with autism spectrum disorder: ASD monitoring by mHealth ; Chapter 3. Artificial intelligence aiding medical diagnosis focusing on diabetic retinopathy ; Chapter 4. Fully automatic epiretinal membrane segmentation in OCT scans using convolutional networks ; Chapter 5. A lightweight CNN to identify cardiac arrhythmia using 2D ECG images -- Section 3. COVID-19 diagnosis and treatment using AI. Chapter 6. Intelligibility of nonparametric survival analysis for health security policy evaluation: application to the analysis of COVID-19 data ; Chapter 7. Deep learning applied to COVID-19 detection in X-Ray images ; Chapter 8. Generation of novel synthetic portable chest X-Rayimages for automatic COVID-19 screening.
- 摘要: "This book studies the application of AI tools on healthcare such as machine learning, deep learning, soft computing, and evolutionary computing techniques in the design, and implementation of healthcare solutions, exploring many healthcare research topics such as disease diagnosis and assistance, diet proposal, physical and psychological assistance, and drug prescription and trucking."
- 電子資源: https://dbs.tnua.edu.tw/login?url=http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-6684-2304-2
- 系統號: 005331102
- 資料類型: 電子書
- 讀者標籤: 需登入
- 引用網址: 複製連結
Artificial intelligence (AI) technology has been very successful across fields such as healthcare, security, precision agriculture, smart city, and autonomous driving and promises numerous benefits for social development, economic growth, wellbeing management, and human healthcare. Various intelligent healthcare applications have been created in order to assist patient healthcare and must be studied further. AI Applications for Disease Diagnosis and Treatment provides the current advances and applications of artificial intelligence applications in healthcare such as disease diagnosis, diet proposal, drug prescription and tracking, and physical and psychological assistance. Covering topics such as assistive healthcare, robotics, and machine learning, it is ideal for healthcare professionals, researchers, data analysts, academicians, practitioners, scholars, instructors, and students.
來源: Google Book
來源: Google Book
評分