Author

Justin Tso

Johns Hopkins University

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Bioengineering· 1

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Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:drug response / drug discovery· 1 Assay:electrophysiology· 1 Organism:human· 1 Approach:statistical model· 1

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Dimitris G. GiovanisiD· 1 shared Ioannis G Kevrekidis· 1 shared K ZhangiD· 1 shared Mauro MaggioniiD· 1 shared Natalia A. TrayanovaiD· 1 shared

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2026-2026 · peak 1/yr

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Dimitris G. GiovanisORCID

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1 paper

Recent·Most cited

Probabilistic Cardiac Digital Twins for Robust Patient-Specific Modeling

Dimitris G. Giovanis, K Zhang, Justin Tso, Mauro Maggioni, Ioannis G Kevrekidis, Natalia A. Trayanova

This paper introduces a framework for probabilistic cardiac digital twins that enables uncertainty quantification through joint probability density learning and conditional regression.

bioRxiv · May 12, 2026 · PreprintBioengineering