Artificial Intelligence in Medical Sciences and Psychology: With Application of Machine Language, Computer Vision, and NLP Techniques
May 20 2022
Author: Tshepo Chris Nokeri(Author)
Publisher finelybook 出版社: Apress Publishers; 1st ed. edition (May 20 2022)
Language 语言: English
Print Length 页数: 184 pages
ISBN-10: 1484282167
ISBN-13: 9781484282168
Book Description
Get started with artificial intelligence for medical sciences and psychology. This book will help healthcare professionals and technologists solve problems using machine learning methods, computer vision, and natural language processing (NLP) techniques.
The book covers ways to use neural networks to classify patients with diseases. You will know how to apply computer vision techniques and convolutional neural networks (CNNs) to segment diseases such as cancer (e.g., skin, breast, and brain cancer) and pneumonia. The hidden Markov decision making process is presented to help you identify hidden states of time-dependent data. In addition, it shows how NLP techniques are used in medical records classification.
This book is suitable for experienced practitioners in varying medical specialties (neurology, virology, radiology, oncology, and more) who want to learn Python programming to help them work efficiently. It is also intended for data scientists, machine learning engineers, medical students, and researchers.
What You Will Learn
Apply artificial neural networks when modelling medical data
Know the standard method for Markov decision making and medical data simulation
Understand survival analysis methods for investigating data from a clinical trial
Understand medical record categorization
Measure personality differences using psychological models
