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biosentvec

BioWordVec & BioSentVec: pre-trained embeddings for biomedical words and sentences

bolstm

Classifying Relations via Long Short-Term Memory Networks along Biomedical Ontologies

clinicalbert

repository for Publicly Available Clinical BERT Embeddings

clip-as-service

🏄 Embed/reason/rank images and sentences with CLIP models

docs

doc2Vec-TensorFlow documentation

embeddings

Code for AMIA CRI 2016 paper "Learning Low-Dimensional Representations of Medical Concepts"

gcn_ner

Graph Convolutional neural network named entity recognition

improved-word-embeddings

Improving Word Embeddings by combining word embeddings with their POS (Part Of Speech) tag.

lcagnina.github.io

About me

machine-learning

Basic deep learning for text classification

mexican-nlp-summer-school-2021

Material correspondiente al Tutorial: “Redes Neuronales: conceptos básicos y aplicaciones”

mimic-code

MIMIC Code Repository: Code shared by the research community for the MIMIC-III database

mimic-iii-exploration

Exploring MIMIC-III Critical Care Database

nlp

NLP representations with glove illustration

nlp4rare-cm-uc3m

It contains an annotated corpus with rare diseases, their signs and their symptoms.

obesity

obesity challenge cnn lstm mimic-3 embeddings

plotneuralnet

Latex code for making neural networks diagrams

predicting-future-medical-diagnoses-with-rnns-using-fast-ai-api-from-scratch

LSTM with only MIMIC-iii

research

seg_gcn

Segment graph convolutional neural network for relation classification. Paper in JAMIA.

tesis-lcc-luis_montenegro

Utils and tools for Tesis (Final Work)