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Fingerprint Fingerprint is based on mining the text of the experts' scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.

Genes Engineering & Materials Science
Genome Medicine & Life Sciences
Gene Expression Medicine & Life Sciences
Genomics Medicine & Life Sciences
Microarrays Engineering & Materials Science
Biological Phenomena Medicine & Life Sciences
Gene Mathematics
Saccharomyces cerevisiae Medicine & Life Sciences

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Research Output 1998 2019

A Computational Framework for Genome-wide Characterization of the Human Disease Landscape

Lee, Y. S., Krishnan, A., Oughtred, R., Rust, J., Chang, C. S., Ryu, J., Kristensen, V. N., Dolinski, K., Theesfeld, C. L. & Troyanskaya, O. G., Feb 27 2019, In : Cell Systems. 8, 2, p. 152-162.e6

Princeton University

Research output: Contribution to journalArticle

Genome
Drug Repositioning
Rare Diseases
Neuroblastoma
Transcriptome

Selene: a PyTorch-based deep learning library for sequence data

Chen, K. M., Cofer, E. M., Zhou, J. & Troyanskaya, O. G., Apr 1 2019, In : Nature Methods. 16, 4, p. 315-318 4 p.

Princeton University

Research output: Contribution to journalArticle

Libraries
Learning
DNA sequences
Research Personnel
Deep learning
2 Citations (Scopus)

An integrative tissue-network approach to identify and test human disease genes

Yao, V., Kaletsky, R., Keyes, W., Mor, D. E., Wong, A. K., Sohrabi, S., Murphy, C. T. & Troyanskaya, O. G., Dec 1 2018, In : Nature biotechnology. 36, 11, p. 1091-1105 15 p.

Princeton University

Research output: Contribution to journalArticle

Genes
Tissue
Parkinson Disease
Branched Chain Amino Acids
Spasm
12 Citations (Scopus)

Deep learning sequence-based ab initio prediction of variant effects on expression and disease risk

Zhou, J., Theesfeld, C. L., Yao, K., Chen, K. M., Wong, A. K. & Troyanskaya, O. G., Aug 1 2018, In : Nature Genetics. 50, 8, p. 1171-1179 9 p.

Princeton University

Research output: Contribution to journalArticle

Learning
Mutation
Computer Simulation
Gene Expression
Precision Medicine
1 Citation (Scopus)

Enabling Precision Medicine through Integrative Network Models

Yao, V., Wong, A. K. & Troyanskaya, O. G., Sep 14 2018, In : Journal of molecular biology. 430, 18, p. 2913-2923 11 p.

Princeton University

Research output: Contribution to journalReview article

Precision Medicine
Genes
Gene Regulatory Networks
Genomics
Genome