Paper-Conference

A Treatment Response Optimized Clinical Decision Support AI System via Digital Twin Simulation
This manuscript presents a digital twin simulation framework for a treatment-response-optimized clinical decision support AI system.
Can Physician Expertise Improve Machine Learning Identification of Delirium?
This manuscript studies whether physician expertise can improve machine learning identification of delirium.
Estimating Treatment Effects for Depression in Longitudinal Therapy Switching Settings
This manuscript estimates treatment effects for depression under longitudinal therapy switching settings.
Interpretable Multimodal Depression Screening on Cam-CAN via fMRI Connectivity Graph Neural Networks and Clinical Measures
Population-based screening for Major Depressive Disorder requires balancing sensitivity against specificity to avoid overwhelming …
Privacy-First Multi-Agent AI Powered Virtual Counselor for SBIRT: Integrating Large Avatar Models with Zero-Retention Architectures
The Screening, Brief Intervention, and Referral to Treatment (SBIRT) framework is critical for early detection of substance use …
Enhancing Counterfactual Explanations with Feasibility and Diversity
This paper studies how to improve counterfactual explanations with feasibility and diversity constraints.
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Interpretable and Interactive Deep Survival Analysis with Time-dependent EXtreme Gradient Integration
This paper presents an interpretable and interactive deep survival analysis framework with time-dependent extreme gradient integration.
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Interactive Explainable Deep Survival Analysis
Being able to accurately predict the time to event of interest, commonly known as survival analysis, is extremely beneficial in …
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