3 citations · 3 across the 2 of their papers we have counts for
2 papers
cs.CV2022
From Single-Visit to Multi-Visit Image-Based Models: Single-Visit Models are Enough to Predict Obstructive Hydronephrosis
Stanley Bryan Z. Hua, Mandy Rickard, John Weaver +8
Previous work has shown the potential of deep learning to predict renal obstruction using kidney ultrasound images. However, these image-based classifiers have been trained with th…
cs.HC2022★ 3 cited
Considerations for Visualizing Uncertainty in Clinical Machine Learning Models
Caitlin F. Harrigan, Gabriela Morgenshtern, Anna Goldenberg +1
Clinician-facing predictive models are increasingly present in the healthcare setting. Regardless of their success with respect to performance metrics, all models have uncertainty.…