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. Author manuscript; available in PMC: 2022 Mar 13.
Published in final edited form as: JACC Cardiovasc Imaging. 2021 Oct 13;15(3):395–410. doi: 10.1016/j.jcmg.2021.08.004

Figure 3: LVEF Explainability.

Figure 3:

Panel A: Pixels of input image which were most responsible for driving the prediction towards an LVEF of <40% are highlighted. Panel B: Relative contributions of imaging data and tabular data to the overall prediction. Panel C: Effect of the tabular features on model’s prediction.

Predicted LVEF <40% probability: 0.89. Actual LVEF value: 29%