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Bio
Associate Professor Jessica Mar's research group focuses on the development of bioinformatics methods to understand how regulatory processes go awry in human diseases. Specifically, the groups is interested in modelling how variability of gene expression contributes to regulation of the transcriptome. This interest has led us very naturally into single cell biology where there is a great need to develop accurate statistical approaches for data arising from single cell sequencing. Elucidating heterogeneity and variability in gene expression in this context in important as this may uncover new cellular subtypes or identify stochasticity in the usage of key pathway or master regulators.
The explosive availability of big data sets, coupled with the speed at which sequencing technologies have advanced have created an exciting environment for the current state of computational biology research. The Mar group looks to modern tools in statistics, such as Bayesian methodologies and machine learning algorithms, to make sense of biology from big data.
The explosive availability of big data sets, coupled with the speed at which sequencing technologies have advanced have created an exciting environment for the current state of computational biology research. The Mar group looks to modern tools in statistics, such as Bayesian methodologies and machine learning algorithms, to make sense of biology from big data.
Research Interests
Papers共 101 篇Author StatisticsCo-AuthorSimilar Experts
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Biomaterials Research (2024)
Atefeh Taherian Fard,Hannah C. Leeson,Julio Aguado, Giovanni Pietrogrande,Dominique Power, Cecilia Gomez-Inclan,Huiwen Zheng, Christopher B. Nelson, Farhad Soheilmoghaddam,Nick Glass,Malindrie Dharmaratne,Ebony R. Watson,
GEROSCIENCEno. 1 (2024): 999-1015
Biomaterials research (2024): 0025-0025
Julio Aguado,Alberto A. Amarilla, Atefeh Taherian Fard, Eduardo A. Albornoz, Alexander Tyshkovskiy,Marius Schwabenland, Harman K. Chaggar, Naphak Modhiran,Cecilia Gomez-Inclan, Ibrahim Javed, Alireza A. Baradar, Benjamin Liang,
NATURE AGINGno. 12 (2023): 1561-1575
biorxiv(2023)
biorxiv(2023)
Frontiers in molecular biosciences (2022): 768106-768106
Ding Qiao, Kesavan Kaamini,Lee Kah Meng,Wimberger Elyse,Robertson Thomas, Gill Melinder,Power Dominique,Chang Jeryn,Fard Atefeh T.,Mar Jessica C.,Henderson Robert D.,Heggie Susan,
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