應用分類
Omics Data Management
At the Core of BC Platforms are comprehensive capabilities to efficiently ingest, store and manage large multimodal data asserts in healthcare context and make them available for downstream data analysis
- Clinical data
- Phenotype data
- Genomics
- Omics
- Imaging
/ Data Management
For system administrators and data managers
/ Workspaces
For clinical researchers and bioinformaticians
Omics Data Analysis
From Discovery to Impact – Reshaping Real-World Data Research
Allow researchers to derive insights from multiple datasets and locations in a secure manner, without individual level data leaving its original location.
Analysis tool –
JupyterNotebook, python, R
GWAS, PheWAS
NextFlow
Cohort builder:
Exploring patient cohorts and executing automated variant queries, the BC Platforms cohort builder is available both for federated queries and detailed cohort analysis on a workspace. This solution can be white labeled as a commercialization tool for A*STAR
Collaborative research environment
Each BC|INSIGHT workspace is collaborative by nature allowing workgroup members to share data, results, analyses and notebooks with each other to enable a productive work environment for all researchers.
Clinical Genomic Interpretation
Real-World Data Access Methodology – Enabled by Technology and Expert Consulting
- Endpoint derivations - Patient reports (listings) - Data presentations (tables)
- Data visualization (graphs) - Statistical analysis (results)
Secure Data Environment
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Secure Data Environments (SDEs), also known as ‘Data Safe Heavens’ or ‘Trusted Research Environments’ (TREs), 5 Safe, stand for robust platforms facilitating secure access to health data for authorized users, particularly researchers.
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These environments provide meticulous control to overseeing organizations, enabling the specification of user permissions, defining accessible datasets, regulating user activities, and overseeing the removal of analysis findings.
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Crucially, SDEs play a pivotal role in balancing the imperative of collaborative research with the need to manage sensitive patient data responsibly.
SAFE People
Only trained and specially accredited researchers can access data
SAFE Projects
Data is only used for ethical, approved research with the potential for clear public benefit
SAFE Setting
Access to data is only possible using secure technology systems — data never leaves the TRE
SAFE Data
Researchers only use data that have been de-identified to protect privacy
SAFE Outputs
All research outputs are checked to ensure they cannot be used to identify subjects