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: 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, Parkinson, COVID-19, and mental conditions.
It 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.
Feature
- Discusses new deep learning algorithms for image analysis and how they are used for medical image
- Provides several examples for each imaging technique and their application areas so that readers can rely on them as a clinical decision support system
- Describes through the chapters how new AI tools may contribute significantly to the successful enhancement of a single patient's clinical knowledge to improve their treatment outcome