Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement (NeurIPS 2020)

Full HRV analysis of Arduino pulse sensor, using Python signal processing and time series techniques. Chaotic, Fourier, Wavelet, Regression, Neural Net.

[JAMA] "Complete AI-Enabled Echocardiography Interpretation with Multitask Deep Learning" by Gregory Holste, Evangelos K. Oikonomou, Márton Tokodi, Attila Kovács, Zhangyang Wang, & Rohan Khera

MSCardio Seismocardiography (SCG) Dataset

Maps the STAFF III Database of ECG data annotations file from one line per patient to one line per file

Disease Prediction and Analyzation of attributes

Optimization framework for automated patient-specific tuning of cardiovascular finite element models

MARISSA - Magnetic Resonance Imaging Software for Standardization

Identifying alterations in the cardiac ventricles using radiomics with an ensemble multi-classifier approach.

An auto-encoder for the heart 2.5-D CT images for dimension reduction

AI-powered 10-year cardiovascular risk prediction with 85.2% sensitivity. Stacked ensemble model with advanced feature engineering, probability calibration, and interactive Streamlit web app for real-time risk assessment.