L. Abdul Kadir

This paper develops DeepGANnel, a GAN-based method to generate synthetic single molecule patch-clamp data with labels, addressing the lack of large training datasets for automated analysis tools.

This study identifies arginine-vasopressin as a systemic regulator of glucagon secretion, showing its role in counter-regulatory responses to hypoglycemia and its impairment in type 1 diabetes.