<aside> 💡 Hao Liu Ph.D. Assistant Professor School of Computing CCIS 227E College of Science and Mathematics Montclair State University Email: [email protected] Phone: (973) 655-4096
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Welcome to the Research Project Ideas page! This resource is designed to assist students in the field of computer science, particularly those interested in natural language processing (NLP), large language models (LLMs), biomedical informatics, and health AI. Here, you will find a curated list of research project ideas that can serve as a starting point for brainstorming and exploring various topics and applications within these domains.
The provided project ideas cover a wide range of areas, including developing specialized language models for medical text mining, creating embeddings for medical terms and concepts, building intelligent agents powered by NLP techniques, and designing efficient databases for medical information retrieval. Additionally, this resource explores the application of retrieval augmented generation LLMs, social determinant mining, social media data mining, sentiment analysis, clinical documentation improvement, automated medical coding, and more.
Each project idea is accompanied by relevant papers and GitHub repositories (Todo), providing additional resources for further exploration and implementation. However, it's important to note that these papers and repositories are just a starting point, and there may be other valuable resources available depending on your specific research focus and requirements.
Whether you are a student looking for a research project topic or a researcher seeking inspiration, we hope this collection of research ideas sparks your curiosity and serves as a valuable resource in your journey through the fascinating fields of NLP, LLM, biomedical informatics, and health AI. Happy brainstorming!
Papers with Code - The latest in Machine Learning