Applications of artificial intelligence in medical imaging. (2022)

• Record Type: Book
• Further Information: Note: Edited by Abdulhamit Subasi.
• Editors: Subasi, Abdulhamit
• Contents: 1. Introduction to AI techniques for medical Imaging; 2. Brain tumor segmentation and grading of lower-grade glioma using deep learning; 3. Deep learning approach for brain cancer MRI images classification; 4. Breast cancer detection using mammogram images and deep learning; 5. Artificial intelligence techniques for breast cancer detection using Ultrasound imaging; 6. Breast cancer detection using deep features and histopathological images; 7. Deep learning for detection of pancreatic cancer; 8. Automatic tumor delineation in rectal cancer using deep learning; 9. Automated detection of lung cancer using deep neural networks; 10. Automated detection of colon cancer using deep neural networks; 11. Artificial intelligence-based image classification methods for diagnosis of skin cancer; 12. A deep learning framework for prostate cancer detection using histopathological images; 13. Artificial Intelligence in Alzheimer Detection; 14. Classification of PPMI MRI scans for the diagnosis of Parkinson’s disease; 15. Deep learning model for identifying mild cognitive impairment in patients with Parkinson's disease; 16. Detection and Classification of Diabetic Retinopathy Lesions using deep learning; 17. Use of CT Imaging and Artificial Intelligence in COVID-19 Infection; 18. Deep learning approaches for COVID-19 detection based on chest X-ray images; 19. Pneumonia Detection in Chest X-Ray; 20. AI for major depressive disorder; 21. AI study of patients with schizophrenia, bipolar disorder and healthy subjects; 22. Identification of suicidality in adolescent major depressive disorder patients using AI; 23. Artificial Intelligence in Head and Neck Imaging
• Publisher Details: Amsterdam : Academic Press
• Publication Date: 2022
• Extent: 1 online resource
• Subjects: 616.0754028563; Diagnostic imaging -- Digital techniques; Artificial intelligence -- Medical applications
• Languages: English
• ISBNs: 9780443184512
• Related ISBNs: 9780443184505
• Notes: Note: Description based on CIP data; resource not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
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