Publications
G. Murtza, A. Jain, M. Hughes, T. Varatharajan, R. Singh (2021). Investigating the Performance of Deep Learning Methods for Hi-C Resolution Improvement. Manuscript Submitted for Publication.
Projects
- M. Hughes , N. Thakkar (2021). Using Graph Convolutional Networks for Single-Cell Classification. Independent final research project for Deep Learning course to implement a model described in a paper.[CODE] [PAPER]
- M. Hughes, D. Hawkins, K. McCutcheon, A. Glick, N. Rodriguez-Sastre, and C. Bradham (2021). A Pipeline for Constructing a 3D Coordinate Map of Primary Mesenchyme Cells in Developing Embryos. Project presented at the Annual Biomedical Research Conference for Minority Students (ABRCMS) 2021 [POSTER]
Awards
Summer 2021 and Spring 2022 Brown University Undergraduate Teaching and Research Awardee for research with the Singh Lab