clinicalBERT
ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission (CHIL 2020 Workshop)
AI summary
Clinical prediction tool
This repository provides pre-trained models and scripts for predicting hospital readmission based on clinical notes using the BERT framework.
- stars
- 386
- forks
- 100
- watching
- 14
- awesome lists
- 2
Similar projects
Found by comparing what the projects do, not just their names.
Clinical Embeddings Library
Provides clinical BERT embeddings for natural language processing tasks in healthcare
Biomedical NLP model
Provides pre-trained language representation models for biomedical text mining tasks
NLP libraries
Pre-trained language models for biomedical natural language processing tasks
Language Model
Provides pre-trained weights for a biomedical language representation model
aphp/edsnlp117
French clinical note extractor
A modular NLP framework that extracts information from French clinical notes using rule-based and deep learning techniques.
Chinese language model fine-tuning tool
Improves pre-trained Chinese language models by incorporating a correction task to alleviate inconsistency issues with downstream tasks
Time Series Forecasting Guides
A collection of Jupyter Notebooks that document various time series forecasting techniques and models used in data science and machine learning.
Deep modeling toolkit
A toolkit for molecular modeling and prediction tasks using deep learning
Mutation score predictor
An investigation into methods for predicting mutation scores based on source code and test suite metrics using machine learning techniques
Medical NLP training data
A large-scale instruction-tuning dataset for multi-task and few-shot learning in the medical domain
ResNet demo
Demonstrates training a small ResNet on CIFAR10 with a specific configuration and benchmarking setup
Rule predictor
An algorithm implementation for rule-based prediction using gradient boosting and L1 regularization.
Event predictor
A framework for predicting time to event and churn using recurrent neural networks with Weibull distribution
CIFAR predictor
Code for training and predicting on the CIFAR-10 image classification dataset using CUDA-convnet architecture.
Chemogenomics predictor
An open-source project evaluating deep learning methods for predicting ligands and drugs in chemogenomics
Featured in 2 awesome lists
Each link jumps to the spot where the list mentions clinicalBERT.
