3 papers
cs.AI2025
Large Language Models for Drug Overdose Prediction from Longitudinal Medical Records
Md Sultan Al Nahian, Chris Delcher, Daniel Harris +2
The ability to predict drug overdose risk from a patient's medical records is crucial for timely intervention and prevention. Traditional machine learning models have shown promise…
cs.CL2025
Do LLMs Surpass Encoders for Biomedical NER?
Motasem S Obeidat, Md Sultan Al Nahian, Ramakanth Kavuluru
Recognizing spans of biomedical concepts and their types (e.g., drug or gene) in free text, often called biomedical named entity recognition (NER), is a basic component of informat…
cs.IR2024
Clinical Reading Comprehension with Encoder-Decoder Models Enhanced by Direct Preference Optimization
Md Sultan Al Nahian, Ramakanth Kavuluru
Extractive question answering over clinical text is a crucial need to help deal with the deluge of clinical text generated in hospitals. While encoder models (e.g., BERT) have been…