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Associate Research Professor at ISGlobal | Bioinformatician | Multi-omics | Machine Learning | Radiogenomics | R programming | Bioconductor | Sports Data Scientist |
🌟 Unlocking Collaborative Potential in Omics Research with DataSHIELD🌟 Barcelona Institute for Global Health (ISGlobal) In the era of stringent data privacy regulations, sharing sensitive omic data across research centers presents significant challenges. Enter OmicSHIELD, an open-source tool designed to enable privacy-protected federated analysis of omic data. 🔐 Why OmicSHIELD? 1. Supports genome/epigenome association studies & differential gene expression analyses. 2. Ensures data remains in its original repository, eliminating the need for data transfers. 3. Utilizes advanced techniques like differential privacy for secure, ethical research. 4. Flexible for diverse analysis formats, catering to biomedical research needs. OmicSHIELD bridges the gap between innovation and privacy, empowering researchers to collaborate without compromising data integrity or compliance. Full paper: https://lnkd.in/d-edZ5hZ Collaborators: Xavier Escribà Montagut Demetris Avraam Augusto Anguita Ruiz Yannick Marcon Rebecca Wilson Paul Burton José Miguel Urquiza Andrei S Morgan 💡 #DataPrivacy #OmicsResearch #FederatedLearning #BiomedicalInnovation