Sachin Goyal

Neuroimmune mechanisms of a mouse model of chronic back pain

This study investigates neuroimmune mechanisms in a mouse model of chronic back pain, finding increased macrophage activity and neuronal hyperexcitability in dorsal root ganglia.

Machine learning elucidates electrophysiological properties predictive of multi- and single-firing human and mouse dorsal root ganglia neurons

Electrophysiological analyses of human dorsal root ganglia and human induced pluripotent stem cell-derived sensory neurons from male and female donors

This study compares electrophysiological properties of human dorsal root ganglia and hiPSC-derived sensory neurons from male and female donors, identifying significant differences and correlations.

A Machine-learning-based Method to Detect Degradation of Motor Control Stability with Applications to Diagnosis of Presymptomatic Parkinson's Disease

This paper proposes a machine learning method to detect early degradation of motor control stability for presymptomatic Parkinson's disease diagnosis using simulated and physiological data.