5 papers
Time Frequency Analysis of EMG Signal for Gesture Recognition using Fine grained Features
Parshuram N. Aarotale, Ajita Rattani
Electromyography (EMG) based hand gesture recognition converts forearm muscle activity into control commands for prosthetics, rehabilitation, and human computer interaction. This p…
Effect of Simulated Space Conditions on functional Connectivity
Parshuram N Aarotale, Jaydip Desai
Long duration spaceflight missions can affect the cognitive and behavioral activities of astronauts due to changes in gravity. The microgravity significantly impacts the central ne…
Machine Learning-based sEMG Signal Classification for Hand Gesture Recognition
Parshuram N. Aarotale, Ajita Rattani
EMG-based hand gesture recognition uses electromyographic~(EMG) signals to interpret and classify hand movements by analyzing electrical activity generated by muscle contractions.…
Deep Learning Models for Arrhythmia Classification Using Stacked Time-frequency Scalogram Images from ECG Signals
Parshuram N. Aarotale, Ajita Rattani
Electrocardiograms (ECGs), a medical monitoring technology recording cardiac activity, are widely used for diagnosing cardiac arrhythmia. The diagnosis is based on the analysis of…
PatchBMI-Net: Lightweight Facial Patch-based Ensemble for BMI Prediction
Parshuram N. Aarotale, Twyla Hill, Ajita Rattani
Due to an alarming trend related to obesity affecting 93.3 million adults in the United States alone, body mass index (BMI) and body weight have drawn significant interest in vario…