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ClinicalBERT: Using Deep Learning Transformer Model to Predict Hospital Readmission

ClinicalBERT: Using Deep Learning Transformer Model to Predict Hospital Readmission

This work uses clinical notes with bidirectional transformers to predict hospital readmission using the first few days of notes in the ICU.
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Nwamaka Imasogie
Deep Sequence Modeling

Deep Sequence Modeling

Whether it’s an audio waveform of your voice or a sentence we can think of this type of data as sequential because it consists of related…
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Nwamaka Imasogie
Neural Networks & Word Embeddings

Neural Networks & Word Embeddings

All modern NLP techniques use neural networks as a statistical architecture. Word embeddings are mathematical representations of words…
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Nwamaka Imasogie
Language Models & Lexicons

Language Models & Lexicons

Generative vs Discriminative Classification, Hidden Markov Model, Dependency Parsing, Constituency, Text Classification, Precision, Recall
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Nwamaka Imasogie
NLP Terminology and Pre-Processing

NLP Terminology and Pre-Processing

Even though the majority of NLP state-of-the-art algorithms are primarily made up of deep learning, it’s important to understand the…
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Nwamaka Imasogie
Stand-Up Comedy and NLP

Stand-Up Comedy and NLP

This natural language processing python project started from this tutorial https://www.youtube.com/watch?v=xvqsFTUsOmc. This project…
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Nwamaka Imasogie
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