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Cell Reports Methods|July 10, 2024
Fatecode enables cell fate regulator prediction using classification-supervised autoencoder perturbationMehrshad Sadria, Anita Layton, Sidhartha Goyal, et al.
Bioinformatics Advances|December 15, 2023
Adversarial training improves model interpretability in single-cell RNA-seq analysisMehrshad Sadria, Anita Layton, Gary D Bader
Biophysical Journal|July 24, 2018
Single-Cell RNA Sequencing: A New Window into Cell Scale DynamicsSabyasachi Dasgupta, Gary D Bader, Sidhartha Goyal
NAR Genomics and Bioinformatics|April 28, 2025
Discovering governing equations of biological systems through representation learning and sparse model discoveryMehrshad Sadria, Vasu Swaroop
Bioinformatics (Oxford, England)|August 23, 2024
FateNet: an integration of dynamical systems and deep learning for cell fate predictionMehrshad Sadria, Thomas M Bury
Scientific Reports|February 9, 2022
Understanding the dynamics of SARS-CoV-2 variants of concern in Ontario, Canada: a modeling studyAnita T Layton, Mehrshad Sadria
Iscience|April 2, 2021
Aging affects circadian clock and metabolism and modulates timing of medicationMehrshad Sadria, Anita T Layton
Viruses|July 2, 2021
Modeling within-Host SARS-CoV-2 Infection Dynamics and Potential TreatmentsMehrshad Sadria, Anita T Layton
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