188 citations · 267 across the 3 of their papers we have counts for
3 papers
cs.CV2022★ 65 cited
Evaluating Explainable AI on a Multi-Modal Medical Imaging Task: Can Existing Algorithms Fulfill Clinical Requirements?
Weina Jin, Xiaoxiao Li, Ghassan Hamarneh
Being able to explain the prediction to clinical end-users is a necessity to leverage the power of artificial intelligence (AI) models for clinical decision support. For medical im…
cs.LG2022★ 188 cited
Guidelines and Evaluation of Clinical Explainable AI in Medical Image Analysis
Weina Jin, Xiaoxiao Li, Mostafa Fatehi +1
Explainable artificial intelligence (XAI) is essential for enabling clinical users to get informed decision support from AI and comply with evidence-based medical practice. Applyin…
cs.CV2021★ 14 cited
One Map Does Not Fit All: Evaluating Saliency Map Explanation on Multi-Modal Medical Images
Weina Jin, Xiaoxiao Li, Ghassan Hamarneh
Being able to explain the prediction to clinical end-users is a necessity to leverage the power of AI models for clinical decision support. For medical images, saliency maps are th…