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Georgetown University Medical Center ICBI summer 2019 research project involving the automation of the annotation of patients' clinical notes.

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Data Preprocessing

Data Preprocessing

 
 

Doc2Vec Analysis

Doc2Vec Analysis

 
 

Embedding Matrices

Embedding Matrices

 
 

Embeddings

Embeddings

 
 

ML Models

ML Models

 
 

Processed Input Data

Processed Input Data

 
 

Processed Output Data

Processed Output Data

 
 

Word2Vec Analysis

Word2Vec Analysis

 
 

.gitignore

.gitignore

 
 

LICENSE

LICENSE

 
 

README.md

README.md

 
 

SuchetSapre_Georgetown_Poster.pdf

SuchetSapre_Georgetown_Poster.pdf

 
 

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Automating the annotation of patients' clinical notes and medical records through an NLP & ML-based pipeline

Summer research project conducted at Georgetown University Medical Center ICBI seeking to mitigate the mental energy required by doctors to annotate patients clinical records.

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Georgetown University Medical Center ICBI summer 2019 research project involving the automation of the annotation of patients' clinical notes.

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machine-learning natural-language-processing cnn rnn gensim-word2vec gensim-doc2vec

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