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In this paper, we evaluate a baseline word embedding model for a set of clinical notes derived from patient records. For our baseline, we extract features for this embedding using the Word2Vec module from the gensim package. We also build two models, a word2vec skipgram model with negative sampling and a positive point-wise mutual information (PPMI) model by training on the processed clinical notes. Our evaluation shows that both the PPMI and the skipgram models show improved results for medically-related terms when compared with the baseline model. PPMI shows the best result out of all three models.

Vamos a demostrar el notable teorema que dice que, dadas dos matrices cuadradras \(A\) y \(B\) del mismo tamaño, si \(AB=I\), donde \(I\) es la matriz identidad del mismo tamaño que la matrices \(A\) y \(B\), entonces \(A\) es invertible y \(B^{-1}=A\). La prueba será directa y sólo usaremos el hecho de que si \(|A|\ne0\) entonces \(A\) es invertible. La pregunta es si puedes tú, estimado estudiante, ofrecer otra prueba de la que aquí se sugiere. Sirva además este texto como un ejemplo de escritura con LaTeX.

John C. Flournoy, CV http://jflournoy.gitlab.io/

A thesis template for the University of Patras, including Cover page, Certification page, Abstract, Acknowledgement and Table of Contents

Krunal Tamboli's Resume

A template for NCUT students

Plantilla para documentos sencillos para la VIU (Universidad Internacional de Valencia)

Template for Written Assignments for MAT 477 (Fall 2019)

Here's a LaTeX template for a thesis at Arcada. Based on https://github.com/oxyc/arcada-thesis-template More info or questions, email: espinosl@arcada.fi