Artificial Intelligence in Medical Sciences and Psychology: With Application of Machine Language, Computer Vision, and NLP Techniques

This book provides a comprehensive guide to using artificial intelligence for medical sciences and psychology, covering topics such as machine learning, computer vision, and natural language processing. It is designed for healthcare professionals and technologists who want to solve problems using these techniques, and is suitable for experienced practitioners and researchers in varying medical specialties.

Format: Paperback / softback
Length: 173 pages
Publication date: 03 June 2022
Publisher: APress

This comprehensive book is a valuable resource for healthcare professionals and technologists seeking to leverage artificial intelligence (AI) for medical sciences and psychology. It provides a comprehensive guide on how to solve complex problems using machine learning, computer vision, and natural language processing (NLP) techniques.

The book begins by introducing the fundamentals of AI and its applications in healthcare. It then delves into neural networks, a powerful tool for classifying patients with diseases. Readers will learn how to apply computer vision techniques, such as convolutional neural networks (CNNs), to segment diseases like cancer, enabling accurate diagnosis and treatment. The hidden Markov decision-making process is presented to help identify hidden states of time-dependent data, which is crucial in medical research and diagnosis.

Furthermore, the book explores how NLP techniques are used in medical records classification, enabling efficient retrieval and analysis of patient data. It also covers survival analysis methods for investigating data from clinical trials, a critical aspect of drug development and clinical research.

The book is designed for experienced practitioners in various medical specialties, including neurology, virology, radiology, oncology, and more. It offers a practical approach to Python programming, a widely used language in AI and data science. Whether you are a healthcare professional looking to enhance your work efficiency or a data scientist, machine learning engineer, medical student, or researcher interested in AI applications in healthcare, this book will provide you with the knowledge and skills necessary to succeed in this field.

With its extensive coverage of AI techniques, this book is an essential resource for anyone seeking to advance their understanding of medical sciences and psychology using AI.

Weight: 296g
Dimension: 235 x 155 (mm)
ISBN-13: 9781484282168
Edition number: 1st ed.