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07/18/2023
What's meant by explainable model: A Scoping Review
We often see the term explainable in the titles of papers that describe ...
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05/09/2023
When a CBR in Hand is Better than Twins in the Bush
AI methods referred to as interpretable are often discredited as inaccur...
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12/06/2022
MobilePTX: Sparse Coding for Pneumothorax Detection Given Limited Training Examples
Point-of-Care Ultrasound (POCUS) refers to clinician-performed and inter...
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12/13/2021
Explanation Container in Case-Based Biomedical Question-Answering
The National Center for Advancing Translational Sciences(NCATS) Biomedic...
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08/23/2021
Longitudinal Distance: Towards Accountable Instance Attribution
Previous research in interpretable machine learning (IML) and explainabl...
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11/18/2020
Data Representing Ground-Truth Explanations to Evaluate XAI Methods
Explainable artificial intelligence (XAI) methods are currently evaluate...
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11/13/2020