Classification Techniques for Medical Image Analysis and Computer Aided Diagnosis

ISBN-13: 9780128180044 / Angielski / Miękka / 2019 / 218 str.

Nilanjan Dey

Spis treści

1. Classification of Unhealthy and Healthy Neonates in Neonatal Intensive Care Units Using Medical Thermography Processing and Artificial Neural Network2. Use of Health-related Indices and Cassification Methods in Medical Data3. Image Analysis for Diagnosis and Early Detection of Hepatoprotective Activity4. Characterization of Stuttering Dysfluencies using Distinctive Prosodic and Source Features5. A Deep Learning Approach for Patch-based Disease Diagnosis from Microscopic Images6. A Breast Tissue Characterization Framework Using PCA and Weighted Score Fusion of Neural Network Classifiers7. Automated Arrhythmia Classification for Monitoring Cardiac Patients Using Machine Learning Techniques8. IoT-based Fluid and Heartbeat Monitoring For Advanced Healthcare