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Integrating image and tabular data for deep learning

Yuan Tian published on 06/17/2020 included in Machine Learning

Use fastai and image_tabular to integrate image and tabular data for deep learning and train a joint model using the integrated data.

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Integrative analysis of single-cell multi-omics data using deep learning (with video tutorials)

Yuan Tian published on 09/14/2019 included in Machine Learning

Autoencoder for integrative analysis of CITE-seq data.

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ReFocus: Making Out-of-Focus Microscopy Images In-Focus Again

Yuan Tian published on 04/22/2019 included in Machine Learning

Use deep learning to refocus out-of-focus microscopy images.