79 citations · 423 across the 17 of their papers we have counts for
17 papers
Medical Image Generation using Generative Adversarial Networks
Nripendra Kumar Singh, Khalid Raza
Generative adversarial networks (GANs) are unsupervised Deep Learning approach in the computer vision community which has gained significant attention from the last few years in id…
A Tour of Unsupervised Deep Learning for Medical Image Analysis
Khalid Raza, Nripendra Kumar Singh
Interpretation of medical images for diagnosis and treatment of complex disease from high-dimensional and heterogeneous data remains a key challenge in transforming healthcare. In…
Optimizing Deep Neural Network Architecture: A Tabu Search Based Approach
Tarun Kumar Gupta, Khalid Raza
The performance of Feedforward neural network (FNN) fully de-pends upon the selection of architecture and training algorithm. FNN architecture can be tweaked using several paramete…
Fuzzy logic based approaches for gene regulatory network inference
Khalid Raza
The rapid advancement in high-throughput techniques has fueled the generation of large volume of biological data rapidly with low cost. Some of these techniques are microarray and…
Comprehensive overview and assessment of miRNA target prediction tools in human and drosophila melanogaster
Muniba Faiza, Khushnuma Tanveer, Saman Fatihi +2
MicroRNAs (miRNAs) are small non-coding RNAs that control gene expression at the post-transcriptional level through complementary base pairing with the target mRNA, leading to mRNA…
Recent advancement in Next Generation Sequencing techniques and its computational analysis
Khalid Raza, Sabahuddin Ahmad
Next Generation Sequencing (NGS), a recently evolved technology, have served a lot in the research and development sector of our society. This novel approach is a newbie and has cr…