Applications of Artificial Intelligence in Medical Imaging

Abdulhamit Subasi, Abdulhamit Subasi

• Verlag: Academic Press
• Jahr: 2022
• ISBN:
  9780443184512
• Thema: Scienze biologiche
• Thema: Biologia molecolare

Applications of Artificial Intelligence in Medical Imaging provides the description of various biomedical image analysis in disease detection using AI that can be used to incorporate knowledge obtained from different medical imaging devices such as CT, X-ray, PET and ultrasound. The book discusses the use of AI for detection of several cancer types, including brain tumor, breast, pancreatic, rectal, lung colon, and skin. In addition, it explains how AI and deep learning techniques can be used to diagnose Alzheimer's, Parkinson's, COVID-19 and mental conditions.

This is a valuable resource for clinicians, researchers and healthcare professionals who are interested in learning more about AI and its impact in medical/biomedical image analysis.

• Discusses new deep learning algorithms for image analysis and how they are used for medical images
• Provides several examples for each imaging technique, along with their application areas so that readers can rely on them as a clinical decision support system
• Describes how new AI tools may contribute significantly to the successful enhancement of a single patient's clinical knowledge to improve treatment outcomes