metadata
license: unknown
language:
- en
Model
This is an x3d_m model trained for regression of LVEF from coronary angiograms of the left system.
The Orion configuration file from the training run is provided.
WandB training run
Development Dataset
The data used included UCSF and MHI patients from 2016 to 2023-08-30 and excluded patients enrolled in the prospective CathEF study at the MHI.
- Number of videos: 77745
- Number of patients: 10011
- Number of training set videos: 53768
- Number of validation set videos: 8082
- Number of test set videos: 15895
Oversampling
This model was trained with the raw dataset, without oversampling minority classes of LV systolic function.