Journal-Article

Explainable Counterfactual Reasoning in Depression Medication Selection at Multi-Levels (Personalized and Population)
This paper uses SHAP and counterfactual explanation to analyze dementia risk in diabetic and non-diabetic populations..
HEART: Health Exploration and Analytical Research Tool for Multilevel Prediction Modeling and Behavioral Risk Factor Analysis
This paper introduces HEART, a tool for prediction modeling and behavioral risk factor analysis.
Measuring Decline in Fluid Intelligence More Accurately: Evidence from Cam-CAN and BrainTagger Cognitive Assessments Across the Lifespan
In recent decades, healthcare systems have increasingly prioritized the prevention of adverse events, yet cognitive safety has received …
Personalized and Population-Level Explainable AI for Dementia Risk Analysis and Intervention Strategies in Aging Diabetic and Non-Diabetic Populations
This paper uses SHAP and counterfactual explanation to analyze dementia risk in diabetic and non-diabetic populations..
Using Interpretable Survival Analysis to Assess Hospital Length of Stay
This paper assesses hospital length of stay using interpretable survival analysis.
Can Physician Expertise Improve Machine Learning Identification of Delirium?: Towards Trustworthy AI in Healthcare
This survey explores countermeasures for data exfiltration defense with human involvement.
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Implementing Data Exfiltration Defense in Situ: A Survey of Countermeasures and Human Involvement
This survey explores countermeasures for data exfiltration defense with human involvement.
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