Excited to present work out today at NEJM AI with Amey Vrudhula Weston Hughes Neal Yuan, MD. We show that question formulation is important medical AI.

In developing AI-ECG models, we show that choosing a REGRESSION task outperforms a CLASSIFICATION task for for low EF.

New work from Weston Hughes extending his already comprehensive approach to #AI for the ECG by addressing complexity and performance. Although we love the power and non-linearity of neural network models, we often wonder just how well more traditional statistical models stack…

Very important result which comports with our experience as well.

Using standard ECG features can do surprisingly well for many prediction tasks, including reduced LVEF!