Mona Singh
Affiliations: | Computer Science | Princeton University, Princeton, NJ |
Area:
Computational molecular biology, as well as its interface with machine learning and algorithms.Google:
"Mona Singh"Parents
Sign in to add mentor| Ronald L. Rivest | grad student | 1989-1995 | MIT |
| Bonnie Berger | grad student | 1990-1995 | MIT (Computational Biology Tree) |
Children
Sign in to add trainee| Carlton Kingsford | grad student | Princeton (Neurotree) | |
| Jessica H. Fong | grad student | 2005 | Princeton |
| Carleton L. Kingsford | grad student | 2005 | Princeton |
| Robert R. Osada | grad student | 2006 | Princeton |
| Elena Zaslavsky | grad student | 2006 | Princeton |
| Eric Banks | grad student | 2009 | Princeton |
| John A. Capra | grad student | 2009 | Princeton |
| Jimin Song | grad student | 2012 | Princeton |
| Jesse Farnham | grad student | 2013 | Princeton |
| Alex Ochoa | grad student | 2013 | Princeton |
| Yury Pritykin | grad student | 2014 | Princeton |
| Shilpa N. Kobren | grad student | 2018 | Princeton |
| Daniel Munro | grad student | 2014-2018 | Princeton (Computational Biology Tree) |
| Joshua L. Wetzel | grad student | 2019 | Princeton |
| Jose A. Zamalloa | grad student | 2019 | Princeton |
| Sean B. King | grad student | 2021 | Princeton |
| Anat Etzion-Fuchs | grad student | 2022 | Princeton |
BETA: Related publications
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Publications
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| King SB, Singh M. (2023) Primate protein-ligand interfaces exhibit significant conservation and unveil human-specific evolutionary drivers. Plos Computational Biology. 19: e1010966 |
| Wetzel JL, Zhang K, Singh M. (2022) Learning probabilistic protein-DNA recognition codes from DNA-binding specificities using structural mappings. Genome Research |
| King SB, Singh M. (2021) Comparative genomic analysis reveals varying levels of mammalian adaptation to coronavirus infections. Plos Computational Biology. 17: e1009560 |
| Etzion-Fuchs A, Todd DA, Singh M. (2021) dSPRINT: predicting DNA, RNA, ion, peptide and small molecule interaction sites within protein domains. Nucleic Acids Research |
| Marmion RA, Yang L, Goyal Y, et al. (2021) Molecular mechanisms underlying cellular effects of human MEK1 mutations. Molecular Biology of the Cell. mbcE20100625 |
| Munro D, Singh M. (2020) DeMaSk: a deep mutational scanning substitution matrix and its use for variant impact prediction. Bioinformatics (Oxford, England) |
| Kobren SN, Chazelle B, Singh M. (2020) PertInInt: An Integrative, Analytical Approach to Rapidly Uncover Cancer Driver Genes with Perturbed Interactions and Functionalities. Cell Systems. 11: 63-74.e7 |
| Hristov BH, Chazelle B, Singh M. (2020) uKIN Combines New and Prior Information with Guided Network Propagation to Accurately Identify Disease Genes. Cell Systems. 10: 470-479.e3 |
| Wetzel JL, Singh M. (2019) Sharing DNA-binding information across structurally similar proteins enables accurate specificity determination. Nucleic Acids Research |
| Kobren SN, Singh M. (2018) Systematic domain-based aggregation of protein structures highlights DNA-, RNA- and other ligand-binding positions. Nucleic Acids Research |