Publication Author: Kalmady SV

Diagnostic and Prognostic Models Based on Electrocardiograms for Rapid Clinical Applications.

2024/07/19 » Can J Cardiol.

Islam MS, Kalmady SV, Hindle A, Sandhu R, Sun W, Sepehrvand N, Greiner R, Kaul P.

Read Article


Development and validation of machine learning algorithms based on electrocardiograms for cardiovascular diagnoses at the population level.

2024/05/27 » NPJ Digit Med.

Kalmady SV, Salimi A, Sun W, Sepehrvand N, Nademi Y, Bainey K, Ezekowitz J, Hindle A, McAlister F, Greiner R, Sandhu R, Kaul P.

Read Article


Generative Data by β-Variational Autoencoders Help Build Stronger Classifiers: ECG Use Case

2024/02/21 » IEEE.

Nademi Y, Kalmady SV, Sun W, Salimi A, Hindle A, Kaul P, Greiner R.

Read Article


Supervised Electrocardiogram(ECG) Features Outperform Knowledge-based And Unsupervised Features In Individualized Survival Prediction.

2024/02/20 » Proceedings of Machine Learning Research

Nademi Y, Kalmady SV, Sun W, Qi S, Hindle A, Kaul P, Greiner R.

Read Article


Development and validation of echocardiography-based machine-learning models to predict mortality.

2023/04/01 » EBioMedicine.

Valsaraj A, Kalmady SV, Sharma V, Frost M, Sun W, Sepehrvand N, Ong M, Equibec C, Dyck JRB, Anderson T, Becher H, Weeks S, Tromp J, Hung CL, Ezekowitz JA, Kaul P.

Read Article


Towards artificial intelligence-based learning health system for population-level mortality prediction using electrocardiograms.

2023/04/01 » NPJ Digit Med.

Sun W, Kalmady SV, Sepehrvand N, Salimi A, Nademi Y, Bainey K, Ezekowitz JA, Greiner R, Hindle A, McAlister FA, Sandhu RK, Kaul P.

Read Article