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Single-cell transcriptome analysis reveals CD34 as a marker of human sinoatrial node pacemaker cardiomyocytes.

Lim AA, Pouyabahar D, Ashraf M, Huang K, Lohbihler M, Murareanu BM, Chang ML, Kwan M, Alibhai FJ, Tran T, Mazine A, Laflamme MA, Bader GD, Laksman Z, Protze S. Lim AA, et al. Among authors: ashraf m. Nat Commun. 2024 Nov 27;15(1):10206. doi: 10.1038/s41467-024-54337-4. Nat Commun. 2024. PMID: 39604360 Free PMC article.

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Random access parallel microscopy.

Ashraf M, Mohanan S, Sim BR, Tam A, Rahemipour K, Brousseau D, Thibault S, Corbett AD, Bub G. Ashraf M, et al. Elife. 2021 Jan 12;10:e56426. doi: 10.7554/eLife.56426. Elife. 2021. PMID: 33432922 Free PMC article.

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Current State and Future of Polygenic Risk Scores in Cardiometabolic Disease: A Scoping Review.

Phulka JS, Ashraf M, Bajwa BK, Pare G, Laksman Z. Phulka JS, et al. Among authors: ashraf m. Circ Genom Precis Med. 2023 Jun;16(3):286-313. doi: 10.1161/CIRCGEN.122.003834. Epub 2023 Apr 10. Circ Genom Precis Med. 2023. PMID: 37035923

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Atrial Fibrillation Related Titin Truncation Is Associated With Atrial Myopathy in Patient-Derived Induced Pluripotent Stem Cell Disease Models.

Huang K, Ashraf M, Rohani L, Luo Y, Sacayanan A, Huang H, Haegert A, Volik S, Sar F, LeBihan S, Liew J, Backx PH, Roberts JD, Tibbits GF, Churko JM, Sanatani S, Collins C, Brunham LR, Laksman Z. Huang K, et al. Among authors: ashraf m. Circ Genom Precis Med. 2025 Feb;18(1):e004412. doi: 10.1161/CIRCGEN.123.004412. Epub 2025 Jan 24. Circ Genom Precis Med. 2025. PMID: 39851047 Free article.

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Insights from teaching artificial intelligence to medical students in Canada.

Hu R, Fan KY, Pandey P, Hu Z, Yau O, Teng M, Wang P, Li T, Ashraf M, Singla R. Hu R, et al. Among authors: ashraf m. Commun Med (Lond). 2022 Jun 3;2(1):63. doi: 10.1038/s43856-022-00125-4. eCollection 2022. Commun Med (Lond). 2022. PMID: 35668847 Free PMC article.

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Applying Machine Learning to Stem Cell Culture and Differentiation.

Ashraf M, Khalilitousi M, Laksman Z. Ashraf M, et al. Curr Protoc. 2021 Sep;1(9):e261. doi: 10.1002/cpz1.261. Curr Protoc. 2021. PMID: 34529356

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Brain Insights and Resolution of Youth Depression through Neurotechnology.

Ejaz O, Hasan MA, Ashraf M, Qazi SA. Ejaz O, et al. Among authors: ashraf m. Clin EEG Neurosci. 2025 Jul;56(4):342-351. doi: 10.1177/15500594241304512. Epub 2024 Dec 5. Clin EEG Neurosci. 2025. PMID: 39639543 Clinical Trial.

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The Severity of Depression, Anxiety, and Stress: Recommendations From Joint Work of Research Center and Psychology Clinics in COVID-19 Pandemic.

Shahid H, Hasan MA, Ejaz O, Khan HR, Idrees M, Ashraf M, Aftab S, Qazi SA. Shahid H, et al. Among authors: ashraf m. Front Psychiatry. 2022 Jun 20;13:839542. doi: 10.3389/fpsyt.2022.839542. eCollection 2022. Front Psychiatry. 2022. PMID: 35795030 Free PMC article.

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A Strategy to Compare Single-Cell RNA Sequencing Data Sets Provides Phenotypic Insight into Cellular Heterogeneity Underlying Biological Similarities and Differences Between Samples.

Wilkinson DC, Tallman E, Ashraf M, Romer TG, Lee J, Burnett B, Bushel PR. Wilkinson DC, et al. Among authors: ashraf m. Bioinform Biol Insights. 2024 Oct 2;18:11779322241280866. doi: 10.1177/11779322241280866. eCollection 2024. Bioinform Biol Insights. 2024. PMID: 39376245 Free PMC article.

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