A review of feature selection strategies utilizing graph data structures and knowledge graphs
S Shao, PH Ribeiro, C Ramirez, JH Moore - arXiv preprint arXiv …, 2024 - arxiv.org
Feature selection in Knowledge Graphs (KGs) are increasingly utilized in diverse domains,
including biomedical research, Natural Language Processing (NLP), and personalized …
including biomedical research, Natural Language Processing (NLP), and personalized …
KRAGEN: a knowledge graph-enhanced RAG framework for biomedical problem solving using large language models
N Matsumoto, J Moran, H Choi, ME Hernandez… - …, 2024 - academic.oup.com
Results Knowledge Retrieval Augmented Generation ENgine (KRAGEN) is a new tool that
combines knowledge graphs, Retrieval Augmented Generation (RAG), and advanced …
combines knowledge graphs, Retrieval Augmented Generation (RAG), and advanced …
Enhancing Biomedical Knowledge Discovery for Diseases: An End-To-End Open-Source Framework
C Theodoropoulos, AC Coman, J Henderson… - arXiv preprint arXiv …, 2024 - arxiv.org
The ever-growing volume of biomedical publications creates a critical need for efficient
knowledge discovery. In this context, we introduce an open-source end-to-end framework …
knowledge discovery. In this context, we introduce an open-source end-to-end framework …
DALK: Dynamic Co-Augmentation of LLMs and KG to answer Alzheimer's Disease Questions with Scientific Literature
Recent advancements in large language models (LLMs) have achieved promising
performances across various applications. Nonetheless, the ongoing challenge of …
performances across various applications. Nonetheless, the ongoing challenge of …
ABORDAGENS TERAPÊUTICAS EMERGENTES PARA O TRATAMENTO DA DOENÇA DE ALZHEIMER
MFB Sobral, JVB Weber… - Revista …, 2024 - ojs.revistacontemporanea.com
A doença de Alzheimer é uma doença crônica que afeta o cérebro e causa problemas de
memória, pensamento e comportamento devido ao acúmulo de proteínas prejudiciais. A …
memória, pensamento e comportamento devido ao acúmulo de proteínas prejudiciais. A …