chronic kidney disease screening 1clinical informatics 1feature selection 1large language models 1zero-shot learning 1
From the 1 of 3 linked papers with an AI index.
3 papers
cs.CL2026
Can Zero-Shot LLMs Predict Child Malnutrition? A Fairness and Temporal Robustness Study
Muhammad Ashad Kabir, Md Ahshanul Haque
Child malnutrition remains a major public health challenge in low- and middle-income countries, particularly in South Asia, where early identification of vulnerable children is cri…
cs.LG2026
From Many to Meaningful: Feature-Guided Zero-Shot Chronic Kidney Disease Screening Using Large Language Models
Muhammad Ashad Kabir, Sirajam Munira
The paper investigates using large language models in a zero-shot setting to screen for chronic kidney disease by converting a compact set of community-accessible clinical features…
cs.SD2026
Zero-Shot Parkinson's Disease Detection from Speech: Comparing Large Audio and Language Models
Muhammad Ashad Kabir, Sirajam Munira
Large audio and language models have recently demonstrated zero-shot reasoning capabilities across various domains. However, it remains unclear how the form of audio input, whether…