3 papers
cs.LG2026
Causal and Federated Multimodal Learning for Cardiovascular Risk Prediction under Heterogeneous Populations
Rohit Kaushik, Eva Kaushik
Cardiovascular disease (CVD) continues to be the major cause of death globally, calling for predictive models that not only handle diverse and high-dimensional biomedical signals b…
cs.LG2026
CutisAI: Deep Learning Framework for Automated Dermatology and Cancer Screening
Rohit Kaushik, Eva Kaushik
The rapid growth of dermatological imaging and mobile diagnostic tools calls for systems that not only demonstrate empirical performance but also provide strong theoretical guarant…
cs.LG2026
A Koopman-Bayesian Framework for High-Fidelity, Perceptually Optimized Haptic Surgical Simulation
Rohit Kaushik, Eva Kaushik
We introduce a unified framework that combines nonlinear dynamics, perceptual psychophysics and high frequency haptic rendering to enhance realism in surgical simulation. The inter…