Rohan Subramanian First-Author Paper
November 3, 2022![](https://www.hmc.edu/cs/wp-content/uploads/sites/65/2022/11/IMG_2489-scaled.jpg)
The CS Department is excited to share Rohan’s hard work!
Rohan Subramanian ’25 and Prof. Debashis Sahoo at the University of California San Diego published “Boolean implication analysis of single-cell data predicts retinal cell type markers”, based on his work in Summer 2022. The paper describes a new approach for analyzing single-cell data using asymmetric boolean rules rather than symmetric correlation metrics. A study on retinal data shows improved prediction accuracy of marker genes of retinal cell types and discovers several new high-confidence cone and rod-specific genes.
The paper is open access for all to read and can be found published in BMC Bioinformatics.
![](https://www.hmc.edu/cs/wp-content/uploads/sites/65/2022/11/PXL_20220624_020530660_edited-1-1024x740.jpg)
PI’s lab group.