<ul><li>Transcriptomics and microscopy imaging are combined for cellular response analysis.</li><li>Framework enhances gene expression representations with morphological information.</li><li>Introduction of Semi-Clipped and PEA techniques to address data scarcity.</li><li>Improves predictive power and interpretability of transcriptomics for biological tasks.</li></ul>

A Cross Modal Knowledge Distillation & Data Augmentation Recipe for Improving Transcriptomics Representations through Morphological Features

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