| Novel two-step classifier for torsades de pointes risk stratification from direct features J Parikh, V Gurev, JJ Rice Frontiers in pharmacology 8, 302014, 2017 | 36 | 2017 |
| Two heads are better than one: current landscape of integrating QSP and machine learning: an ISoP QSP SIG white paper by the working group on the integration of quantitative … T Zhang, IP Androulakis, P Bonate, L Cheng, T Helikar, J Parikh, ... Journal of Pharmacokinetics and Pharmacodynamics 49 (1), 5-18, 2022 | 29 | 2022 |
| Modeling Ca2+ Signaling in the Microcirculation: Intercellular Communication and Vasoreactivity A Kapela, S Nagaraja, J Parikh, NM Tsoukias Critical Reviews™ in Biomedical Engineering 39 (5), 2011 | 24 | 2011 |
| Stochastic model of endothelial TRPV4 calcium sparklets: effect of bursting and cooperativity on EDH J Parikh, A Kapela, NM Tsoukias Biophysical journal 108 (6), 1566-1576, 2015 | 17 | 2015 |
| Multiple factors influence calcium synchronization in arterial vasomotion A Kapela, J Parikh, NM Tsoukias Biophysical journal 102 (2), 211-220, 2012 | 15 | 2012 |
| Global sensitivity analysis of ventricular myocyte model-derived metrics for proarrhythmic risk assessment J Parikh, P Di Achille, J Kozloski, V Gurev Frontiers in pharmacology 10, 466650, 2019 | 14 | 2019 |
| Integration of AI and mechanistic modeling in generative adversarial networks for stochastic inverse problems J Parikh, J Kozloski, V Gurev arXiv e-prints, arXiv: 2009.08267, 2020 | 12 | 2020 |
| Generative adversarial networks for construction of virtual populations of mechanistic models: simulations to study Omecamtiv Mecarbil action J Parikh, T Rumbell, X Butova, T Myachina, JC Acero, S Khamzin, ... Journal of Pharmacokinetics and Pharmacodynamics, 1-14, 2022 | 10 | 2022 |
| Mathematical model for shear stress dependent NO and adenine nucleotide production from endothelial cells PL Kirby, DG Buerk, J Parikh, KA Barbee, D Jaron Nitric Oxide 52, 1-15, 2016 | 9 | 2016 |
| Effect of spatial heterogeneity and colocalization of eNOS and capacitative calcium entry channels on shear stress-induced NO production by endothelial cells: A modeling approach KA Barbee, JB Parikh, Y Liu, DG Buerk, D Jaron Cellular and molecular bioengineering 11, 143-155, 2018 | 7 | 2018 |
| Model order reduction for left ventricular mechanics via congruency training P Di Achille, J Parikh, S Khamzin, O Solovyova, J Kozloski, V Gurev Plos one 15 (1), e0219876, 2020 | 6 | 2020 |
| Can endothelial hemoglobin-α regulate nitric oxide vasodilatory signaling? J Parikh, A Kapela, NM Tsoukias American Journal of Physiology-Heart and Circulatory Physiology 312 (4 …, 2017 | 5 | 2017 |
| Intrinsic structure of model-derived metrics for in silico proarrhytmic risk assessment identified by global sensitivity analysis J Parikh, P Di Achille, J Kozloski, V Gurev bioRxiv, 543926, 2019 | 4 | 2019 |
| Novel and flexible parameter estimation methods for data-consistent inversion in mechanistic modelling T Rumbell, J Parikh, J Kozloski, V Gurev Royal Society Open Science 10 (11), 230668, 2023 | 3 | 2023 |
| Neuronal population models reveal specific linear conductance controllers sufficient to rescue preclinical disease phenotypes SL Allam, TH Rumbell, T Hoang-Trong, J Parikh, JR Kozloski Iscience 24 (11), 2021 | 3 | 2021 |
| Predictive dual machine translation JR Kozloski, V Gurev, J Parikh, P Di Achille, Z Shahn, D Sow US Patent 11,699,514, 2023 | 2 | 2023 |
| Model order reduction for left ventricular mechanics via congruency training PD Achille, J Parikh, S Khamzin, O Solovyova, J Kozloski, V Gurev PLOS ONE 15 (1), 1-23, 2020 | 1 | 2020 |
| Forward and reverse transformations of a model of functional units of a biological system trained by a global model of the systems V Gurev, P Di Achille, J Parikh US Patent 11,687,691, 2023 | | 2023 |
| Generating computer models from implicitly relevant feature sets JR Kozloski, P Di Achille, V Gurev, J Parikh US Patent 11,587,679, 2023 | | 2023 |
| Mechanistic model parameter inference through artificial intelligence V Gurev, JR Kozloski, K Ng, J Parikh US Patent App. 17/360,666, 2022 | | 2022 |
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