Author

Munther A. Dahleh

Massachusetts Institute of TechnologyORCID 0000-0002-1470-2148Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1 Neuroscience· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Assay:imaging· 1 Research Focus:perturbation response prediction· 1 Assay:scRNA-seq· 1 Approach:statistical model· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

Caroline UhleriD· 1 shared Chujun He· 1 shared Jiaqi ZhangiD· 1 shared Shreya SaxenaiD· 1 shared Sridevi V. SarmaiD· 1 shared

Activity by Year

2020-2025 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 4 mutual co-author links

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1 shared paperBioinformatics

Caroline UhlerORCID

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2 papers

Recent·Most cited

MORPH Predicts the Single-Cell Outcome of Genetic Perturbations Across Conditions and Data Modalities

Chujun He, Jiaqi Zhang, Munther A. Dahleh, Caroline Uhler

MORPH predicts cellular responses to genetic perturbations across data modalities and conditions using a variational autoencoder and attention mechanism.

bioRxiv · Jun 27, 2025 · PreprintBioinformatics

Performance Limitations in Sensorimotor Control: Tradeoffs between Neural Computation and Accuracy in Tracking Fast Movements

Shreya Saxena, Sridevi V. Sarma, Munther A. Dahleh

Neural Computation · Mar 18, 2020Peer-reviewedNeuroscience