2 papers
cs.CY2026
Principled Uncertainty in Clinical AI: End-to-End Bayesian Modelling and Algorithmic Equity Auditing Across Multimodal Patient Data
Oladimeji Anthonio, Dimeji Abdulsobur Olawuyi, Oloruntoba Ajayi +2
Clinical artificial intelligence (AI) systems routinely produce predictions without principled quantification of uncertainty, limiting their trustworthiness in high-stakes medical…
cs.CY2026
IyàwóBench: A Benchmark for Evaluating Large Language Model Clinical Triage Accuracy on Undifferentiated Febrile Illness in Nigerian Primary Health Settings
Anthonio Oladimeji Gabriel, Dimeji Abdulsobur Olawuyi, Oloruntoba Ajayi +1
Background. Undifferentiated febrile illness is the leading cause of primary care outpatient visits in Nigeria, yet no validated benchmark exists for evaluating large language mode…