| Interactions among mTORC, AMPK, and SIRT: A Computational Model for Cell Energy Balance and Metabolism M Sadria, A Layton Cell Communication and Signaling 19, 1-17, 2021 | 79 | 2021 |
| Modeling Within-host SARS-CoV-2 Infection Dynamics and Potential Treatments M Sadria, AT Layton Viruses 13 (6), 1141, 2021 | 66 | 2021 |
| The mixed blessing of AMPK signaling in Cancer treatments M Sadria, D Seo, AT Layton BMC Cancer 22 (1), 1-16, 2022 | 58 | 2022 |
| Understanding the dynamics of SARS-CoV-2 variants of concern in Ontario, Canada: a modeling study AT Layton, M Sadria Scientific Reports 12 (1), 1-16, 2022 | 39 | 2022 |
| Network centrality analysis of eye-gaze data in autism spectrum disorder M Sadria, S Karimi, AT Layton Computers in biology and medicine 111, 103332, 2019 | 38 | 2019 |
| Aging affects circadian clock and metabolism and modulates timing of medication M Sadria, AT Layton Iscience 24 (4), 2021 | 25 | 2021 |
| Use of Angiotensin-Converting Enzyme Inhibitors and Angiotensin II Receptor Blockers During the COVID-19 Pandemic: A Modeling Analysis M Sadria, AT Layton PLoS computational biology 16 (10), e1008235, 2020 | 16 | 2020 |
| The Power of Two: integrating deep diffusion models and variational autoencoders for single-cell transcriptomics analysis M Sadria, A Layton bioRxiv, 2023.04. 13.536789, 2023 | 12 | 2023 |
| Influence of administration time and sex on natriuretic, diuretic, and kaliuretic effects of diuretics P Dutta, M Sadria, AT Layton American Journal of Physiology-Renal Physiology 324 (3), F274-F286, 2023 | 10 | 2023 |
| Fatecode enables cell fate regulator prediction using classification-supervised autoencoder perturbation M Sadria, A Layton, S Goyal, GD Bader Cell Reports Methods 4 (7), 2024 | 7 | 2024 |
| FateNet: an integration of dynamical systems and deep learning for cell fate prediction M Sadria, TM Bury Bioinformatics 40 (9), btae525, 2024 | 4 | 2024 |
| Adversarial training improves model interpretability in single-cell RNA-seq analysis M Sadria, A Layton, GD Bader Bioinformatics Advances 3 (1), vbad166, 2023 | 4 | 2023 |
| Deep Lineage: Single-Cell Lineage Tracing and Fate Inference Using Deep Learning M Sadria, A Zhang, G Bader bioRxiv, 2024.04. 25.591126, 2024 | 2 | 2024 |
| Discovering Governing Equations of Biological Systems through Representation Learning and Sparse Model Discovery M Sadria, V Swaroop bioRxiv, 2024.09. 19.613953, 2024 | 1 | 2024 |
| A multimodal neural network that distinguishes between type 1 and type 2 diabetes in young persons using MRI and clinical data M Sadria, P Bjornstad, P Pottumarthi, L Lu-Ping, L Pyle, T Vigers, ... Physiology 38 (S1), 5695980, 2023 | 1 | 2023 |
| METHODS AND COMPOSITIONS FOR DIRECT LINEAGE REPROGRAMMING OF ASTROCYTES TO OLIGODENDROCYTE LINEAGE CELLS GB Maryam Faiz, Justine Bajohr, Mershad Sadria US Patent App. 18/642,049, 2024 | | 2024 |
| Deep Learning Models of Cellular Decision-Making Using Single-Cell Genomic Data M Sadria University of Waterloo, 2024 | | 2024 |
| Direct lineage conversion of postnatal mouse cortical astrocytes to oligodendrocyte lineage cells J Bajohr, EY Scott, A Olfat, M Sadria, K Lee, M Fahim, HT Taha, ... bioRxiv, 2024.05. 28.596294, 2024 | | 2024 |
| Featured Review: Mathematical Modeling for Epidemiology and Ecology. S Abo, CC Cheung, R Dasgupta, P Dutta, S Hakimi, A Kaur, AT Layton, ... SIAM REVIEW 65 (4), 1187-1190, 2023 | | 2023 |
| Mathematical Modeling for Epidemiology and Ecology. S Abo, R Dasgupta, S Hakimi, A Layton, M Stadt, K Zheng, C Cheung, ... SIAM REVIEW 65 (4), 2023 | | 2023 |
Anita LaytonCanada 150 Research Chair in Mathematical Biology and Medicine, University of WaterlooVerified email at uwaterloo.ca