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.

A Critical Review of the Impact of Candidate Copy Number Variants on Autism Spectrum Disorders

no code implementations • 7 Feb 2023 • Seyedeh Sedigheh Abedini, Shiva Akhavan, Julian Heng, Roohallah Alizadehsani, Iman Dehzangi, Denis C. Bauer, Hamid Rokny

Of the remaining 30 regions, we identify 24 regions containing at least one protein-coding genes with brain-enriched expression and nervous system phenotype in mouse mutant and one lncRNAs with both brain-enriched expression and upregulation in iPSC to neuron differentiation.

Applying data technologies to combat AMR: current status, challenges, and opportunities on the way forward

no code implementations • 5 Jul 2022 • Leonid Chindelevitch, Elita Jauneikaite, Nicole E. Wheeler, Kasim Allel, Bede Yaw Ansiri-Asafoakaa, Wireko A. Awuah, Denis C. Bauer, Stephan Beisken, Kara Fan, Gary Grant, Michael Graz, Yara Khalaf, Veranja Liyanapathirana, Carlos Montefusco-Pereira, Lawrence Mugisha, Atharv Naik, Sylvia Nanono, Anthony Nguyen, Timothy Rawson, Kessendri Reddy, Juliana M. Ruzante, Anneke Schmider, Roman Stocker, Leonhardt Unruh, Daniel Waruingi, Heather Graz, Maarten van Dongen

Antimicrobial resistance (AMR) is a growing public health threat, estimated to cause over 10 million deaths per year and cost the global economy 100 trillion USD by 2050 under status quo projections.

Management