Beschreibung:
The book is divided into four sections: basic concepts, current applications, limitations and future directions. Each section is comprised of chapters written by expert academics, researchers and practitioners at the intersection between AI and medicine. The purpose of the book is to promote AI literacy as an important component of modern medical practice.
Complex concepts explained in an approachable and intuitive manner
Preface.- Chapter 1 Untangling the concept of Artificial Intelligence, Machine Learning, and Deep Learning.- Chapter 2 Overview of Artificial Intelligence in Medicine.- Chapter 3 Machine learning, deep learning and neural networks.- Chapter 4 Machine Learning in Medical Imaging - Clinical Applications and Challenges in Computer Vision.- Chapter 5 Artificial Intelligence in Medicine: Applications, Limitations and Future Directions.- Chapter 6 Current Applications of Machine Learning in Medicine: ART.- Chapter 7 Artificial Intelligence in Ophthalmology.- Chapter 8 Machine learning in laparoscopic surgery.- Section 3 Limitations & Ethics.- Chapter 9 Limitations.- Chapter 10 Privacy and Data Security Issues.- Chapter 11 Explainable AI.