Machine learning with health care perspective : machine learning and healthcare /

Άλλοι συγγραφείς: Jain, Vishal, 1983-, Chatterjee, Jyotir Moy.
Μορφή: Βιβλίο
Γλώσσα: English
Στοιχεία έκδοσης: Cham : Springer, 2020.
Σειρά: Learning and analytics in intelligent systems ; 13
Ταξινομικός αριθμός: 610.28563 MAC
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Περιγραφή τεκμηρίου: Contents: Chapter 1: Machine learning for Healthcare: Introduction -- Chapter 2: Artificial Intelligence in Medical Diagnosis: Methods, algorithms and applications -- Chapter 3: Intelligent Learning Analytics in Healthcare Sector Using Machine Learning -- Chapter 4: Unsupervised Learning on Healthcare Survey Data with Particle Swarm Optimization -- Chapter 5: Machine Learning for Healthcare Diagnostics -- Chapter 6: Disease Detection System (DDS) Using Machine Learning Technique -- Chapter 7: Knowledge Discovery (Feature Identification) from Teeth, Wrist and Femur Images to determine Human Age and Gender -- Chapter 8: Deep Learning Solutions for Skin Cancer Detection and Diagnosis -- Chapter 9: Security of Healthcare Systems with Smart Health Records using Cloud Technology -- Chapter 10: Intelligent Heart Disease Prediction on Physical and Mental Parameters: A ML Based IoT and Big Data Application and Analysis -- Chapter 11: Medical Text and image processing: Applications, issues and challenges -- Chapter 12: Machine Learning Methods for Managing Parkinsons Disease -- Chapter 13: An Efficient Method for Computer-aided Diagnosis of Cardiac Arrhythmias -- Chapter 14: Clinical decision support systems and predictive analytics -- Chapter 15: Yajna and Mantra Science Bringing Health and Comfort to Indo-Asian Public: A Healthcare 4.0 Approach and Computational Study -- Chapter 16: Identifying Diseases and Diagnosis using Machine Learning.
Φυσική περιγραφή: 415 σ. ; 24 εκ.
Βιβλιογραφία: Περιλαμβάνει βιβλιογραφία.
ISBN: 9783030408497