Publication & Citation Trends
Publications
0 total
Gene-embedding-based prediction and functional evaluation of perturbation expression responses with PRESAGE
Cited by 5
Semantic Scholar
Building, benchmarking, and exploring perturbative maps of transcriptional and morphological data OA
Cited by 28
Semantic Scholar
Multi-ContrastiveVAE disentangles perturbation effects in single cell images from optical pooled screens OA
Cited by 2
Semantic Scholar
A Supervised Contrastive Framework for Learning Disentangled Representations of Cell Perturbation Data OA
Cited by 4
Semantic Scholar
A high-throughput phenotypic screen combined with an ultra-large-scale deep learning-based virtual screening reveals novel scaffolds of antibacterial compounds OA
Cited by 4
Semantic Scholar
Research Topics
Bayesian Modeling and Causal Inference
(8)
Cell Image Analysis Techniques
(7)
Single-cell and spatial transcriptomics
(6)
Statistical Methods and Inference
(5)
Computational Drug Discovery Methods
(4)
Affiliations
Broad Institute
Gene Therapy Laboratory
Moscow Institute of Thermal Technology
Massachusetts Institute of Technology