DIAMONDS
A GENERIC DATA MANAGEMENT AND INTEGRATION PLATFORM FOR THE LIFE SCIENCESDIAMONDS brings together Data, Knowledge and Algorithms. Data ranges from Clinical studies and Omics data to Personalized Health data. Traceable from original Raw measurements to Cleaned, Processed data ready to use. Knowledge ranges from Biological Knowledge from Curated databases and Textmining to manually Curated Triples from our Experts. All captured and connected to Source information through Standardized Pipelines and Workflows Protocols. Diverse tools and algorithms such as Statistical tools, Text mining methods, Scripts, Decision Trees, Bayesian/Dynamic Networks and Network Visualization.
DIAMONDS highlights
Summary of highlighted projects and modules in DIAMONDS
ESRI
ESRI (Early Stage Responsible Innovation) is a fast, easy-to-use online tool available in English and Dutch. It helps you assess safety, sustainability, and regulatory readiness in just 10–15 minutes. Get a clear Safe and Sustainable by Design (SSbD) score and act early — before costs and risks grow.
Read more about "esri"Knowledge Miner
KnowledgeMiner is an online AI-based tool that assists experts in systematically finding evidence in scientific literature. It does so by facilitating the creation and expansion of dedicated ontologies and using them to mine substantial volumes of literature. Results are presented in heatmaps and datatables that can easily be used to further explore, analyze and filter relevant results.
Read more about "knowledge miner"Interval Censored Bayesian Stacked Survival Model
The Interval Censored Bayesian Stacked Survival Model uses the log-likelihood estimation of different interval censored survival models based on different distributions to create a combined model that represents the data more accurately. Model stacking combines selected models by giving each model a weight. This approach can be used for generating population ED curves.
Read more about "interval censored bayesian stacked survival model"HARMLESS SSbD-DSS
Within the HARMLESS project, TNO has developed a Decision Support System to help industry make products with nano-materials that are Safe-&-Sustainable-by-Design (including complex nano-materials and high-aspect ratio nano-materials).
Read more about "harmless ssbd-dss"