Machine Learning with Health Care Perspective

Machine Learning and Healthcare

AvVishal Jain,Jyotir Moy Chatterjee

Inbunden, Engelska, 2020

Del 13 i serien Learning and Analytics in Intelligent Systems

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Beskrivning

This unique book introduces a variety of techniques designed to represent, enhance and empower multi-disciplinary and multi-institutional machine learning research in healthcare informatics.

Produktinformation

Utgivningsdatum:2020-03-10
Mått:155 x 235 x 29 mm
Vikt:805 g
Format:Inbunden
Språk:Engelska
Serie:Learning and Analytics in Intelligent Systems
Antal sidor:415
Upplaga:20001
Förlag:Springer Nature Switzerland AG
ISBN:9783030408497

Utforska kategorier

Systemvetenskap och AI inom Data och IT
Biomedicinsk teknik inom Medicin

Innehållsförteckning

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.- Chapter12: Machine Learning Methods for Managing Parkinson’s 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.