DEMENTIA-PLAN: Transforming Dementia Care with Multi-Knowledge Graph RAG

Mild-stage dementia patients primarily experience two critical symptoms: severe memory loss and emotional instability. Traditional care approaches often struggle to provide consistent, personalized emotional support at scale. A new study introduces DEMENTIA-PLAN, an innovative retrieval-augmented generation (RAG) framework that leverages large language models (LLMs) to enhance conversational support. Methodology The system employs a multiple knowledge graph […]
National Cancer Institute: Early-Stage Innovative Technology Development (R61)

The National Cancer Institute (NCI) has announced a significant funding opportunity to accelerate the development of groundbreaking technologies in oncology. This grant is designed for novel capabilities in the cellular and molecular characterization of cancer, as well as improved handling of biospecimens. Scope Part of the NCI-sponsored Innovative Molecular Analysis Technologies (IMAT) Program, this R61 […]