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Personalized Medicine: Redefining Cancer Treatment

Solution Description

Shared Embeddings between then genes, variation & clinical text. the clinical text is represented as a 2048 dimensional vector which are based of a 1d pre-batch resnet model.

Logloss Error

OncoKB 368 training points included. 95:5 split - 0.05381 97:2.5 split - 0.00269

OncoKB 100 training points included. 95:5 split - 97:2.5 split -

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Keras Deep Learning 1d resnet solution for the https://www.kaggle.com/c/msk-redefining-cancer-treatment challenge

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