معرفی
Olga Troyanskaya is a Professor at Princeton University’s Department of Computer Science and the Lewis-Sigler Institute for Integrative Genomics, with a career spanning over two decades. Since 2003, she has led research integrating machine learning and computational biology to decode genomics, focusing on cellular specificity, genotype-phenotype relationships, and disease mechanisms. She serves as Deputy Director of Genomics at the Simons Foundation’s Flatiron Institute Center for Computational Biology since 2016.
- Education: Ph.D. in Biomedical Informatics, Stanford University
Her research lies at the intersection of genomics, machine learning, and systems biology, with recent work delving into single-cell multiomics, neurodegenerative diseases, and cancer immunotherapy. Her publications highlight applications of deep learning to transcriptional regulation, CRISPR modeling, and precision medicine in nephrology and neurology.
Her lab’s contributions include interpretable neural architectures for genetic data analysis, cellular network modeling in diseases like Alzheimer’s, and innovative T-cell therapies for brain cancers. Her work bridges computational innovation with clinical translation, emphasizing multi-omics and spatially resolved biological insights.
- Scientific Awards: Sloan Research Fellowship, NSF CAREER, Overton Award, Ira Herskowitz Award, MIT Technology Review Top Young Innovators
Troyanskaya’s leadership extends to grant-funded research and collaborative projects, including the Kidney Precision Medicine Project and computational frameworks for SARS-CoV-2 analysis. Her lab continues to pioneer tools for functional genomics and cellular modeling, advancing precision medicine in diverse contexts.
