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Journal Article
Hakimi, S. , Dutta, P. , & Layton, A. T. . (2023). Coupling of renal sodium and calcium transport: a modeling analysis of transporter inhibition and sex differences. American Journal of Physiology-Renal Physiology, 325, F536–F551. American Physiological Society Rockville, MD.
Layton, A. , & Dutta, P. . (2023). Sex and time-of-day differences in kidney oxygen consumption. bioRxiv, 2023–04. Cold Spring Harbor Laboratory.
Basu, N. B. , Dony, J. , Van Meter, K. J. , Johnston, S. J. , & Layton, A. T. . (2023). A random forest in the Great Lakes: Stream nutrient concentrations across the transboundary Great Lakes Basin. Earth's Future, 11, e2021EF002571.
Sadria, M. , & Layton, A. . (2023). The Power of Two: integrating deep diffusion models and variational autoencoders for single-cell transcriptomics analysis. bioRxiv, 2023–04. Cold Spring Harbor Laboratory.
Sadria, M. , Bjornstad, P. , Pottumarthi, P. , Lu-Ping, L. , Pyle, L. , Vigers, T. , & Layton, A. . (2023). A multimodal neural network that distinguishes between type 1 and type 2 diabetes in young persons using MRI and clinical data. Physiology, 38, 5695980. American Physiological Society Rockville, MD.
Dutta, P. , Sadria, M. , & Layton, A. T. . (2023). Influence of administration time and sex on natriuretic, diuretic, and kaliuretic effects of diuretics. American Journal of Physiology-Renal Physiology, 324, F274–F286. American Physiological Society Rockville, MD.
Stadt, M. , Alexander, T. , & Layton, A. . (2023). Differential impacts of pregnancy and lactation on maternal calcium homeostasis: a mathematical modeling analysis. Physiology, 38, 5730988. American Physiological Society Rockville, MD.
Hakimi, S. , Dutta, P. , & Layton, A. . (2023). Coupling of renal sodium and calcium transport: A modeling analysis. bioRxiv, 2023–05. Cold Spring Harbor Laboratory.
Sadria, M. , Layton, A. , & Bader, G. . (2023). Adversarial training improves model interpretability in single-cell RNA-seq analysis. bioRxiv, 2023–05. Cold Spring Harbor Laboratory.
Stadt, M. M. , West, C. A. , & Layton, A. T. . (2023). Effect of pregnancy and hypertension on kidney function in female rats: Modeling and functional implications. Plos one, 18, e0279785. Public Library of Science San Francisco, CA USA.
Smith, D. , & Layton, A. . (2023). The intrarenal renin-angiotensin system in hypertension: insights from mathematical modelling. Journal of Mathematical Biology, 86, 58. Springer Berlin Heidelberg Berlin/Heidelberg.
Abo, S. M. C. , Carrillo, J. A. , & Layton, A. T. . (2023). Can the clocks tick together despite the noise? Stochastic simulations and analysis. SIAM Journal on Applied Dynamical Systems, 22, 850–877. Society for Industrial and Applied Mathematics University City, Philadelphia.
Layton, A. T. , & Gumz, M. L. . (2022). Sex differences in circadian regulation of kidney function of the mouse. American Journal of Physiology-Renal Physiology, 323, F675–F685. American Physiological Society Rockville, MD.
Stadt, M. Maria, & Layton, A. T. . (2022). Sex and species differences in epithelial transport in rat and mouse kidneys: Modeling and analysis. Frontiers in physiology, 13, 991705. Frontiers.
Layton, A. T. , & Gumz, M. L. . (2022). Modelling Sex Differences in Circadian Regulation of Kidney Function of the Mouse. bioRxiv, 2022–08. Cold Spring Harbor Laboratory.
Stadt, M. M. , Leete, J. , Devinyak, S. , & Layton, A. T. . (2022). A mathematical model of potassium homeostasis: Effect of feedforward and feedback controls. PLOS Computational Biology, 18, e1010607. Public Library of Science San Francisco, CA USA.
Stadt, M. M. , & Layton, A. . (2022). From your kidneys to your eyes: lessons from computational kidney models. Modeling and Artificial Intelligence in Ophthalmology, 4.
Sadria, M. , Layton, A. , Goyal, S. , & Bader, G. . (2022). Fatecode: Cell fate regulator prediction using classification autoencoder perturbation. bioRxiv, 2022–12. Cold Spring Harbor Laboratory.
Dutta, P. , Sadria, M. , & Layton, A. . (2022). Determinants of natriuretic, diuretic, and kaliuretic effects of diuretics: Sex and administration time. bioRxiv, 2022–12. Cold Spring Harbor Laboratory.
Layton, A. T. . (2022). A Complete Set of Equations for a Computational Model of Electrolyte and Water Transport along the Nephrons in a Mammalian Kidney. bioRxiv, 2022–09. Cold Spring Harbor Laboratory.

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