Deep Learning in Healthcare

Chapter 1 Medical Image Detection Using Deep Learning

Chapter 2 Medical Image Segmentation Using Deep Learning

Chapter 3 Medical Image Classification Using Deep Learning

Chapter 5 Improving the Performance of Deep CNNs in Medical Image Segmentation with Limited Resources

Chapter 6 Deep Active Self-paced Learning for Biomedical Image Analysis

Chapter 7 Deep Learning in Textural Medical Image Analysis

Chapter 8 Anatomical-Landmark-Based Deep Learning for Alzheimer’s Disease Diagnosis with Structural Magnetic Resonance Imaging

Chapter 9 Multi-scale Deep Convolutional Neural Networks for Emphysema Classification and Quantification

Chapter 10 Opacity Labeling of Diffuse Lung Diseases in CT Images Using Unsupervised and Semi-supervised Learning

Chapter 11 Residual Sparse Autoencoders for Unsupervised Feature Learning and Its Application to HEp-2 Cell Staining Pattern Recognition

Chapter 12 Dr. Pecker: A Deep Learning-Based Computer-Aided Diagnosis System in Medical Imaging