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Imaging Platform
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Seal S, Carreras-Puigvert J, Singh S, Carpenter AE, Spjuth O, Bender A. From Pixels to Phenotypes: Integrating Image-Based Profiling with Cell Health Data Improves Interpretability. Molecular biology of the cell. 2024:mbcE23080298. doi:10.1091/mbc.E23-08-0298
GarcÃa-Ortegón M, Seal S, Singh S, Bender A, Bacallado S. Calibrated prediction of scarce adverse drug reaction labels with conditional neural processes,. In: 2024 Workshop on Data-Centric Machine Learning Research, International Conference of Machine Learning. bioRxiv; 2024. doi:10.1101/2024.06.07.598036
Seal S, Trapotsi MA, Spjuth O, et al. Cell Painting: a decade of discovery and innovation in cellular imaging. Nature methods. 2024. doi:10.1038/s41592-024-02528-8
Cimini BA. Creating and troubleshooting microscopy analysis workflows: Common challenges and common solutions. Journal of microscopy. 2024. doi:10.1111/jmi.13288
Arevalo J, Su E, Carpenter A, Singh S. MOTIVE: A Drug-Target Interaction Graph For Inductive Link Prediction. In: Proceedings of The Thirty-Eighth Annual Conference on Neural Information Processing Systems. ArXiv; 2024. doi:10.48550/arXiv.2406.08649
De Niz M, GarcÃa RE, Ramirez CT, et al. Building momentum through networks: Bioimaging across the Americas. Journal of microscopy. 2024. doi:10.1111/jmi.13318
Tegtmeyer M, Arora J, Asgari S, et al. High-dimensional phenotyping to define the genetic basis of cellular morphology. Nature communications. 2024;15(1):347. doi:10.1038/s41467-023-44045-w