18 citations · 23 across the 5 of their papers we have counts for
4 papers · 1 filter
Heart Segmentation From MRI Scans Using Convolutional Neural Network
Shakeel Muhammad Ibrahim, Muhammad Sohail Ibrahim, Muhammad Usman +2
Heart is one of the vital organs of human body. A minor dysfunction of heart even for a short time interval can be fatal, therefore, efficient monitoring of its physiological state…
AFP-CKSAAP: Prediction of Antifreeze Proteins Using Composition of k-Spaced Amino Acid Pairs with Deep Neural Network
Muhammad Usman, Jeong A Lee
Antifreeze proteins (AFPs) are the sub-set of ice binding proteins indispensable for the species living in extreme cold weather. These proteins bind to the ice crystals, hindering…
Chaotic Time Series Prediction using Spatio-Temporal RBF Neural Networks
Alishba Sadiq, Muhammad Sohail Ibrahim, Muhammad Usman +2
Due to the dynamic nature, chaotic time series are difficult predict. In conventional signal processing approaches signals are treated either in time or in space domain only. Spati…
Quantum Calculus-based Volterra LMS for Nonlinear Channel Estimation
Muhammad Usman, Muhammad Sohail Ibrahim, Jawwad Ahmad +2
A novel adaptive filtering method called -Volterra least mean square (-VLMS) is presented in this paper. The -VLMS is a nonlinear extension of conventional LMS and it is b…