What type of graph database for contextualizing mental health ...

well, if you just consider Graph DBs vs. RDF Triple Stores, you are just looking at the low-level representation of the utterances. Both types ...

Role of Knowledge Graphs in Mental Health Diagnosis and Cure

The talk also brings in causal factors behind mental health disease and how Neo4j helps bring in causal factors to reduce these contributing factors, which can ...

An approach to mapping mental health with graph data structures ...

Photo by Finn on Unsplash. Mental health is an important topic that affects everyone and does not have a bias toward or away from specific ...

Building a Mental Health QA Chatbot Using FalkorDB Knowledge ...

Why Knowledge Graphs Can Be More Reliable Than Vector Databases ... The unpredictable nature of LLMs can lead to hallucinations, posing challenges ...

The importance of graph databases and graph learning for clinical ...

Graph Database Management System (GDBMS). NoSQL databases are non-relational databases. Contrary to relational databases, these databases do not ...

GENA: A knowledge graph for nutrition and mental health

It is a pioneering knowledge graph for nutrition and mental health, containing a diverse range of relationship types. Since the GENA database is deployed on ...

An overview of graph databases and their applications in the ...

With this evidence, we conclude that the available graph database management systems are fit to support data-intensive, integrative applications ...

A graph-based approach for population health analysis using Geo ...

In our approach, graphs are created to model the interactions between features and between tweets in social media. We investigated different ...

MDC - Winners - Grand Prize - TigerGraph

Mental Health Hero is a graph-based approach to solving one of the largest public health epidemics today: the prevalence of untreated mental health issues such ...

Databricks Graph Database: The Ultimate Guide - PuppyGraph

When integrated with a platform like Databricks, graph databases enhance performance and scalability, helping create dynamic, interconnected ...

Neo4j Health Care & Life Sciences Workshop Day 2 - YouTube

... kinds of questions we want to help you answer. Learn more: https ... Neo4j (Graph Database) Crash Course. Laith Academy•237K views · 48:20.

Vector vs. graph vs. relational database: Which to choose?

A graph database is a type of NoSQL data store, which excels at searching vast amounts of text, among other things. When evaluating the use ...

Graph4Med: a web application and a graph database for visualizing ...

We present Graph4Med, a web application that relies on a graph database obtained by transforming a relational database.

Natural language processing applied to mental illness detection

For data source, we searched for general terms about text types (e.g., social media, text, and notes) as well as for names of popular social ...

Knowledge Graphs for Personalized Medicine w - Neo4j - YouTube

... Graphs from Relational Databases in the Real ... AI Psychology — HCLS Platforms Reuse of Mental Health Questionnaires via Knowledge Graphs.

Research Paper OnComplexity Reduction In Relational Database ...

to find relationship between health data. Work ... Neo4j graph database will generate the data in the form of graph which is stored in relational database.

7 Graph Database Use Cases You Need To Know - PuppyGraph

In social networks, graph databases are ideal for managing the complex web of user connections. Each user is a node, and their relationships - ...

The Appeal of Graph Databases for Health Care

Graph computing made a significant advance this past February in the form of a Graph Data Science (GDS) library for the free and open source ...

AIISC Knowledge Graph - Knoesis wiki

... health applications do not adequately take into account contextual ... Contextualized Knowlege Graphs from two perspectives Semantic Web and Graph Database ...

Graph Databases: Seeking Structure in Data - Ardent MC

They are based on the mathematical constructs of graph theory and are distinct, compared to other database types, in that they are built from ...