Data Sharing
Ethical, anonymized data access for qualified researchers advancing women's health.
Our Data Philosophy
Data is the foundation of medical progress, but it must be handled with the highest ethical standards. Shiora's data sharing framework balances the imperative to advance research with our unwavering commitment to user privacy and consent. Every data access request is evaluated by our Ethics Committee to ensure alignment with our values.
Privacy-First Architecture
All shared data is de-identified using state-of-the-art anonymization techniques. Individual users can never be re-identified from research datasets.
Consent-Based Access
Users explicitly consent to research use of their data. They can withdraw consent at any time, and their data will be excluded from future studies.
Ethics Review
All data access requests undergo review by our independent Ethics Committee to ensure research aligns with our mission and values.
Data Access Options
Anonymized Datasets
Pre-processed, fully anonymized datasets for specific research domains. Available for download after approval.
Use cases: Epidemiological research, algorithm development, educational purposes
Federated Analysis
Run analyses on our secure infrastructure without raw data ever leaving our systems. Ideal for sensitive research questions.
Use cases: Complex ML models, multi-site studies, regulatory submissions
Synthetic Data
Statistically representative synthetic datasets that preserve patterns without containing any real user data.
Use cases: Preliminary analysis, algorithm prototyping, educational use
Custom Cohorts
Work with our team to define specific cohort criteria for your research question. We handle recruitment and data preparation.
Use cases: Prospective studies, intervention trials, rare condition research