3 papers
cs.LG2025
Geometric-Stochastic Multimodal Deep Learning for Predictive Modeling of SUDEP and Stroke Vulnerability
Preksha Girish, Rachana Mysore, Mahanthesha U +3
Sudden Unexpected Death in Epilepsy (SUDEP) and acute ischemic stroke are life-threatening conditions involving complex interactions across cortical, brainstem, and autonomic syste…
cs.LG2025
Epileptic Seizure Detection and Prediction from EEG Data: A Machine Learning Approach with Clinical Validation
Ria Jayanti, Tanish Jain
In recent years, machine learning has become an increasingly powerful tool for supporting seizure detection and monitoring in epilepsy care. Traditional approaches focus on identif…
eess.IV2024
Evaluating Machine Learning-based Skin Cancer Diagnosis
Tanish Jain
This study evaluates the reliability of two deep learning models for skin cancer detection, focusing on their explainability and fairness. Using the HAM10000 dataset of dermatoscop…