Recent Advances in Deep Learning for Biomedical Signal Processing, Health Informatics and Computer Vision

In this topical collection (9 articles)

1. 

   Image & Signal Processing

   Lung Nodule Detection based on Ensemble of Hand Crafted and Deep Features

   Tanzila Saba, Ahmed Sameh, Fatima Khan, Shafqat Ali Shad… Article:332

2. 

   Image & Signal Processing

   Stomach Deformities Recognition Using Rank-Based Deep Features Selection

   Muhammad Attique Khan, Muhammad Sharif, Tallha Akram… Article:329

3. 

   Image & Signal Processing

   A New Approach for Brain Tumor Segmentation and Classification Based on Score Level Fusion Using Transfer Learning

   Javeria Amin, Muhammad Sharif, Mussarat Yasmin, Tanzila Saba… Article:326

4. 

   Image & Signal Processing

   Automated Detection of Alzheimer’s Disease Using Brain MRI Images– A Study with Various Feature Extraction Techniques

   U. Rajendra Acharya, Steven Lawrence Fernandes… Article:302

5. 

   Image & Signal Processing

   A Two Layer Sparse Autoencoder for Glaucoma Identification with Fundus Images

   U. Raghavendra, Anjan Gudigar, Sulatha V. Bhandary… Article:299

6. 

   Image & Signal Processing

   Automated Depression Detection Using Deep Representation and Sequence Learning with EEG Signals

   Betul Ay, Ozal Yildirim, Muhammed Talo, Ulas Baran Baloglu… Article:205

7. 

   Image & Signal Processing

   Fog Computing Employed Computer Aided Cancer Classification System Using Deep Neural Network in Internet of Things Based Healthcare System

   J. Pandia Rajan, S. Edward Rajan, Roshan Joy Martis… Article:34

8. 

   Image & Signal Processing

   Brain Tumor Detection by Using Stacked Autoencoders in Deep Learning

   Javaria Amin, Muhammad Sharif, Nadia Gul, Mudassar Raza… Article:32

9. 

   Image & Signal Processing

   Classification of Mammogram Images Using Multiscale all Convolutional Neural Network (MA-CNN)

   S. Akila Agnes, J. Anitha, S. Immanuel Alex Pandian… Article:30