A Survey of Feature Extraction in Dermoscopy Image Analysis of Skin Cancer

Abstract:

Dermoscopy image analysis (DIA) is a growing field, with works being published every week. This makes it difficult not only Read More

Sleep Apnea Detection Based on Rician Modeling of Feature Variation in Multi-band EEG Signal

Abstract:

Sleep apnea, a serious sleep disorder affecting a large population, causes disruptions in breathing during sleep. In this paper, an Read More

A Decision Support System for Diagnostics and Treatment Planning in Traumatic Brain Injury

Abstract:

Traumatic Brain Injury (TBI) occurs when an external force causes functional or structural alterations in the brain. Clinical characteristics of Read More

Automatic Detection of Obstructive Sleep Apnea Using Wavelet Transform and Entropy based Features from Single-Lead ECG Signal

Abstract:

Obstructive Sleep Apnea (OSA) is a prevalent sleep disorder, and highly affects the quality of human life. Currently, gold standard Read More

Pattern Classification for Gastrointestinal Stromal Tumors by Integration of Radiomics and Deep Convolutional Features

Abstract:

 

 Predicting malignant potential is one of the most critical components of a computer-aided diagnosis (CAD) system for gastrointestinal stromal tumors Read More

Anatomical Landmark based Deep Feature Representation for MR Images in Brain Disease Diagnosis

Abstract:

Most automated techniques for brain disease diagnosis utilize hand-crafted (e.g., voxel-based or region-based) biomarkers from structural magnetic resonance (MR) images Read More

SetSVM: An Approach to Set Classification in Nuclei-based Cancer Detection

Abstract:

Due to the importance of nuclear structure in cancer diagnosis, several predictive models have been described for diagnosing a wide Read More

Improved False Positive Reduction by Novel Morphological Features for Computer-Aided Polyp Detection in CT Colonography

Abstract:

Computer-aided detection (CAD) systems can assist radiologists in reducing the interpretation time and improving the detection results in computed tomographic Read More