6 citations · 13 across the 6 of their papers we have counts for
4 papers · 1 filter
LLM-based Prompt Ensemble for Reliable Medical Entity Recognition from EHRs
K M Sajjadul Islam, Ayesha Siddika Nipu, Jiawei Wu +1
Electronic Health Records (EHRs) are digital records of patient information, often containing unstructured clinical text. Named Entity Recognition (NER) is essential in EHRs for ex…
How Reliable AI Chatbots are for Disease Prediction from Patient Complaints?
Ayesha Siddika Nipu, K M Sajjadul Islam, Praveen Madiraju
Artificial Intelligence (AI) chatbots leveraging Large Language Models (LLMs) are gaining traction in healthcare for their potential to automate patient interactions and aid clinic…
Enabling Multi-Agent Transfer Reinforcement Learning via Scenario Independent Representation
Ayesha Siddika Nipu, Siming Liu, Anthony Harris
Multi-Agent Reinforcement Learning (MARL) algorithms are widely adopted in tackling complex tasks that require collaboration and competition among agents in dynamic Multi-Agent Sys…
MAIDCRL: Semi-centralized Multi-Agent Influence Dense-CNN Reinforcement Learning
Ayesha Siddika Nipu, Siming Liu, Anthony Harris
Distributed decision-making in multi-agent systems presents difficult challenges for interactive behavior learning in both cooperative and competitive systems. To mitigate this com…