3 papers
quant-ph2026
Feasibility and optimum recovery in warm-start quantum optimization for a drug-response model on a trapped-ion processor
Tanzir Hossain, Rajib Rana, Prabal Datta Barua +5
On a seven-compound drug-response model, warm-start quantum approximate optimization (QAOA) on IonQ Forte-1 returned valid assignments more often than random bitstrings, but this a…
cs.AI2025
MedBayes-Lite: A Clinical Uncertainty Governance Layer for Risk-Aware Medical Decision Support
Elias Hossain, Md Mehedi Hasan Nipu, Maleeha Sheikh +5
Clinical language models often assign high confidence to incorrect predictions, particularly in high-severity and out-of-distribution cases. We present MedBayes-Lite, a retraining-…
cs.HC2025
AI-enhanced conversational agents for personalized asthma support Factors for engagement, value and efficacy
Laura Moradbakhti, Dorian Peters, Jennifer K. Quint +3
Asthma-related deaths in the UK are the highest in Europe, and only 30% of patients access basic care. There is a need for alternative approaches to reaching people with asthma in…