5 citations · 5 across the 3 of their papers we have counts for
3 papers
MobilePTX: Sparse Coding for Pneumothorax Detection Given Limited Training Examples
Darryl Hannan, Steven C. Nesbit, Ximing Wen +10
Point-of-Care Ultrasound (POCUS) refers to clinician-performed and interpreted ultrasonography at the patient's bedside. Interpreting these images requires a high level of expertis…
Qualitative Investigation in Explainable Artificial Intelligence: A Bit More Insight from Social Science
Adam J. Johs, Denise E. Agosto, Rosina O. Weber
We present a focused analysis of user studies in explainable artificial intelligence (XAI) entailing qualitative investigation. We draw on social science corpora to suggest ways fo…
Data Representing Ground-Truth Explanations to Evaluate XAI Methods
Shideh Shams Amiri, Rosina O. Weber, Prateek Goel +4
Explainable artificial intelligence (XAI) methods are currently evaluated with approaches mostly originated in interpretable machine learning (IML) research that focus on understan…