Author

Irbaz Riaz

Mayo Clinic Hospital

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioengineering· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1

Frequent Co-Authors

Kaneez Zahra Rubab Khakwani· 1 shared Manan Roy ChoudhuryiD· 1 shared Mohamad Bassam SonboliD· 1 shared Muhammad Ali Khan· 1 shared Suparno Roy Chowdhury· 1 shared Swastik Sahoo· 1 shared Vivek GuptaiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperBioengineering

Kaneez Zahra Rubab Khakwani

Mutual co-authors in cluster

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1 paper

Recent·Most cited

Answering clinicians' questions over trial evidence tables with verifiable, feedback-driven language models

Manan Roy Choudhury, Suparno Roy Chowdhury, Swastik Sahoo, Muhammad Ali Khan, Kaneez Zahra Rubab Khakwani, Mohamad Bassam Sonbol, Irbaz Riaz, Vivek Gupta

FD-SCoPE answers clinician questions about clinical trial evidence tables using language models, providing verifiable answers and learning from expert feedback.

bioRxiv · Oct 5, 2026 · PreprintBioengineering