3 papers
cs.CR2025
Explainable Machine Learning-Based Security and Privacy Protection Framework for Internet of Medical Things Systems
Ayoub Si-ahmed, Mohammed Ali Al-Garadi, Narhimene Boustia
The Internet of Medical Things transcends traditional medical boundaries, enabling a transition from reactive treatment to proactive prevention. This innovative method revolutioniz…
cs.LG2025
Explainable AI for Mental Health Emergency Returns: Integrating LLMs with Predictive Modeling
Abdulaziz Ahmed, Mohammad Saleem, Mohammed Alzeen +5
Importance: Emergency department (ED) returns for mental health conditions pose a major healthcare burden, with 24-27% of patients returning within 30 days. Traditional machine lea…
cs.CL2024
Reddit-Impacts: A Named Entity Recognition Dataset for Analyzing Clinical and Social Effects of Substance Use Derived from Social Media
Yao Ge, Sudeshna Das, Karen O'Connor +3
Substance use disorders (SUDs) are a growing concern globally, necessitating enhanced understanding of the problem and its trends through data-driven research. Social media are uni…