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DeepGeni: Deep generalized interpretable autoencoder elucidates gut microbiota for better cancer immunotherapy

2021-05-07

Abstract excerpt

Recent studies revealed that gut microbiota modulates the response to cancer immunotherapy and fecal microbiota transplantation has clinical benefit in melanoma patients during the treatment. Understanding microbiota affecting individual response is crucial to advance precision oncology. However, it is challenging to identify the key microbial taxa with limited data as statistical and machine learning models often...

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Literature Corpus work
94fbdaa0-78fd-5aae-ae90-9c04ad1d696a
DOI
10.1101/2021.05.06.443032
Open publication

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DeepGeni: Deep generalized interpretable autoencoder elucidates gut microbiota for better cancer immunotherapyDOI 10.1101/2021.05.06.443032
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