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

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

Enabling clinicians and researchers to directly interact with global genomic data resources by removing technological barriers is vital for medical genomics. AskBeacon enables Large Language Models to be applied to securely shared cohorts via the GA4GH Beacon protocol. By simply "asking" B...

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Veröffentlicht in:arXiv.org 2024-10
Hauptverfasser: Wickramarachchi, Anuradha, Tonni, Shakila, Majumdar, Sonali, Karimi, Sarvnaz, Kõks, Sulev, Hosking, Brendan, Rambla, Jordi, Twine, Natalie A, Jain, Yatish, Bauer, Denis C
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Data analysis
Data exchange
Large language models
Medical research
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container_title arXiv.org
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creator Wickramarachchi, Anuradha
Tonni, Shakila
Majumdar, Sonali
Karimi, Sarvnaz
Kõks, Sulev
Hosking, Brendan
Rambla, Jordi
Twine, Natalie A
Jain, Yatish
Bauer, Denis C
description Enabling clinicians and researchers to directly interact with global genomic data resources by removing technological barriers is vital for medical genomics. AskBeacon enables Large Language Models to be applied to securely shared cohorts via the GA4GH Beacon protocol. By simply "asking" Beacon, actionable insights can be gained, analyzed and made publication-ready.
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subjects Data analysis
Data exchange
Large language models
Medical research
title AskBeacon -- Performing genomic data exchange and analytics with natural language
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