Privacy-hardened and hallucination-resistant synthetic data generation with logic-solvers

no code implementations • 22 Oct 2024 • Mark A. Burgess, Brendan Hosking, Roc Reguant, Anubhav Kaphle, Mitchell J. O'Brien, Letitia M. F. Sng, Yatish Jain, Denis C. Bauer

The challenge is to generate data that is accurate and private.

Generative Adversarial Network Hallucination +1

AskBeacon -- Performing genomic data exchange and analytics with natural language

no code implementations • 22 Oct 2024 • Anuradha Wickramarachchi, Shakila Tonni, Sonali Majumdar, Sarvnaz Karimi, Sulev Kõks, Brendan Hosking, Jordi Rambla, Natalie A. Twine, Yatish Jain, Denis C. Bauer

Enabling clinicians and researchers to directly interact with global genomic data resources by removing technological barriers is vital for medical genomics.