Author

Joel C. Heisler

GenentechORCID 0000-0002-2703-3035Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Approach:statistical model· 1 Research Focus:variant effect prediction· 1

Frequent Co-Authors

Daniel Kovner· 1 shared Emily Makowski· 1 shared Erina Rude· 1 shared Jonathan Zarzar· 1 shared Julissa Ibrahim· 1 shared Karenna Bol· 1 shared Kelly O'Connor· 1 shared Nicole M. StephensiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperBiochemistry

Daniel Kovner

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1 paper

Recent·Most cited

BiochemistrymAbsPeer-reviewedJul 30, 2026

Self-Interaction Nanoparticle Spectroscopy Predicts High-Concentration Viscosity of Therapeutic IgG1 Antibodies

Santosh Kumar Paidi, Julissa Ibrahim, К. В. Степурська…·Tomasz Baginski

This study evaluates PS-SINS for predicting high-concentration viscosity of IgG1 antibodies, showing strong correlation with viscosity and improved model accuracy when combined with in silico data and DLS.

DOI 10.1080/19420862.2026.2709948

deep learningstatistical model

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