GitHub - nesmaAlmoazamy/Fact-Extraction-from-Medical-Text-using-Neural-Networks: Master Thesis Code

Fact Extraction from Medical Text Using Neural Networks

The experiments prepared for the Study are all listed here in this repository.
The dataset used in this study is not in the repository, since it is a private dataset prepared by the help of STACC company from the Estonian Genome bank of medical data.
The Thesis can be found here: https://comserv.cs.ut.ee/home/files/Mahmoud_computerScience_2020.pdf?study=ATILoputoo&reference=786E5DA374C49E75AB500FC2C9AE2E3CCCAD9308

Name		Name	Last commit message	Last commit date
Latest commit History 65 Commits
.ipynb_checkpoints		.ipynb_checkpoints
Data Preparation		Data Preparation
Plots		Plots
elmoembedings		elmoembedings
(Experiment 7) FR_Test_Character_Embedding .ipynb		(Experiment 7) FR_Test_Character_Embedding .ipynb
(Model 1) Character_Embedding_Chars_tag .ipynb		(Model 1) Character_Embedding_Chars_tag .ipynb
(Model 2) wordEmbedding+Interpretability .ipynb		(Model 2) wordEmbedding+Interpretability .ipynb
(Model 3) WordEmbedding_Character_representation .ipynb		(Model 3) WordEmbedding_Character_representation .ipynb
(Model 4) Character_Embedding_word_Embedding .ipynb		(Model 4) Character_Embedding_word_Embedding .ipynb
(Model 5) CNN_BILSTM_CRF .ipynb		(Model 5) CNN_BILSTM_CRF .ipynb
(Model 6) ElmoEmbedding + Interpretability.ipynb		(Model 6) ElmoEmbedding + Interpretability.ipynb
(Model 6) ElmoEmbedding .ipynb		(Model 6) ElmoEmbedding .ipynb
(Model 8) word_Embedding_Chars_representation_Object_Value .ipynb		(Model 8) word_Embedding_Chars_representation_Object_Value .ipynb
.gitignore		.gitignore
Data_Preparation_All_objects.ipynb		Data_Preparation_All_objects.ipynb
README.md		README.md
Statistcis.ipynb		Statistcis.ipynb

nesmaAlmoazamy/Fact-Extraction-from-Medical-Text-using-Neural-Networks