69 citations · 163 across the 8 of their papers we have counts for
4 papers · 1 filter
Heterogeneous virus classification using a functional deep learning model based on transmission electron microscopy images (Preprint)
Niloy Sikder, Md. Al-Masrur Khan, Anupam Kumar Bairagi +3
Viruses are submicroscopic agents that can infect all kinds of lifeforms and use their hosts' living cells to replicate themselves. Despite having some of the simplest genetic stru…
Heterogeneous Hand Guise Classification Based on Surface Electromyographic Signals Using Multichannel Convolutional Neural Network
Niloy Sikder, Abu Shamim Mohammad Arif, Abdullah-Al Nahid
Electromyography (EMG) is a way of measuring the bioelectric activities that take place inside the muscles. EMG is usually performed to detect abnormalities within the nerves or mu…
Human Activity Recognition Using Multichannel Convolutional Neural Network
Niloy Sikder, Md. Sanaullah Chowdhury, Abu Shamim Mohammad Arif +1
Human Activity Recognition (HAR) simply refers to the capacity of a machine to perceive human actions. HAR is a prominent application of advanced Machine Learning and Artificial In…
Early Blindness Detection Based on Retinal Images Using Ensemble Learning
Niloy Sikder, Md. Sanaullah Chowdhury, Abu Shamim Mohammad Arif +1
Diabetic retinopathy (DR) is the primary cause of vision loss among grownup people around the world. In four out of five cases having diabetes for a prolonged period leads to DR. I…