Artificial Intelligence in Healthcare and Medicine

ISBN-13: 9780367619176 / Angielski / Twarda / 2022 / 286 str.

Opis

It is widely believed that Artificial Intelligence (AI) and its applications will revolutionize healthcare and medicine. This book provides a comprehensive overview on the recent developments on clinical decision support systems, precision health and data science in medicine.

Spis treści

1. Machine learning for disease classification: A perspective.  2. A review of automatic cardiac segmentation using deep learning and deformable models.  3. Advances in artificial intelligence applied to heart failure.  4. A Combination of Dilated Adversarial Convolutional Neural Network and Guided Active Contour Model for Left Ventricle Segmentation.  5. Automated methods for vessel segmentation in X-ray coronary angiography and geometric modeling of coronary angiographic image sequences: a survey.  6. Super-Resolution of 3D Magnetic Resonance Images of the Brain.  7. Head CT analysis for intracranial hemorrhage segmentation.  8. Wound Tissue Classification with Convolutional Neural Networks.  9. Artificial Intelligence Methodologies in Dentistry.  10. Literature Review of Computer Tools for the Visually Impaired: A Focus on Search Engines.  11. Tensor methods for clinical informatics.