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CLINICAL: Targeted Active Learning for Imbalanced Medical Image Classification
It is often the case that a suboptimal performance is obtained on some classes due to the natural class imbalance issue that comes with medical data.
Improving Adherence to Heart Failure Management Guidelines via Abductive Reasoning
A standard approach to managing chronic diseases by medical community is to have a committee of experts develop guidelines that all physicians should follow.
A Physician Advisory System for Chronic Heart Failure Management Based on Knowledge Patterns
In this paper we describe a physician-advisory system for CHF management that codes the entire set of clinical practice guidelines for CHF using answer set programming.
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