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Fig. 1 | BMC Systems Biology

Fig. 1

From: Mimvec: a deep learning approach for analyzing the human phenome

Fig. 1

Overview of the proposed Mimvec method. Both the MIM number and the words in a sliding window are represented as low-dimensional numeric vectors, which are further concatenated to form features and used with a softmax function to predict the word followed. In the training phase, vectors are initialized at random, and OMIM records are fed sequentially to the model. The average log probability of all predictions and maximized via a stochastic gradient descent algorithm with backpropagation. When a model was well trained, vectors corresponding to MIM numbers are extracted

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