Deep Learning for Biomedical Applications

ISBN-13: 9780367422509 / Angielski / Twarda / 2021 / 348 str.

Utku Kose; Omer Deperlioglu; D. Jude Hemanth

Opis

This book is a detailed reference on biomedical applications using Deep Learning. Because Deep Learning is an important actor shaping the future of Artificial Intelligence, its specific and innovative solutions for both medical and biomedical are very critical. This book starts with essentials and moves toward deeper and advanced topics.

Spis treści

1. Disease Diagnosis with Deep Learning. 2. Medical Image Analysis with Deep Learning. 3. Medical Image Registration with Deep Learning. 4. Medical Data Synthesis with Deep Learning. 5. Genomics with Deep Learning. 6. Patient Care and Treatment with Deep Learning. 7. Hybrid Intelligent Deep Learning Oriented Systems for Biomedical. 8. Deep Learning Oriented Robotics for Biomedical. 9. Deep Learning Based Autonomous Biomedical Solutions. 10. Specific Use of Deep Learning Techniques (CNN, LSTM…etc.) for Biomedical. 11. Compare of Deep Learning with Traditional Solutions for Biomedical.