Yousef Nademi

According to our database, Yousef Nademi authored at least 4 papers between 2023 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

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

Sunil Vasu Kalmady, Amir Salimi, Weijie Sun, Nariman Sepehrvand, Yousef Nademi, Kevin Bainey, Justin A. Ezekowitz, Abram Hindle, Finlay A. McAlister, Russell Greiner, Roopinder K. Sandhu, Padma Kaul

npj Digit. Medicine, 2024

2023

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

Weijie Sun, Sunil Vasu Kalmady, Nariman Sepehrvand, Amir Salimi, Yousef Nademi, Kevin Bainey, Justin A. Ezekowitz, Russell Greiner, Abram Hindle, Finlay A. McAlister, Roopinder K. Sandhu, Padma Kaul

npj Digit. Medicine, 2023

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

Yousef Nademi, Sunil Vasu Kalmady, Weijie Sun, Amir Salimi, Abram Hindle, Padma Kaul, Russell Greiner

Proceedings of the 19th International Symposium on Medical Information Processing and Analysis, 2023

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

Yousef Nademi, Sunil Vasu Kalmady, Weijie Sun, Shiang Qi, Abram Hindle, Padma Kaul, Russell Greiner

Proceedings of the Machine Learning for Health, 2023