Simple RNN (Gated Recurrent Units) for predicting a diagnosis
☆68Jun 25, 2016Updated 9 years ago
Alternatives and similar repositories for rnn_predict
Users that are interested in rnn_predict are comparing it to the libraries listed below
Sorting:
- Repository for Med2Vec project☆220Apr 21, 2018Updated 7 years ago
- RETAIN: Interpretable Predictive Model in Healthcare using Reverse Time Attention Mechanism☆224Nov 4, 2017Updated 8 years ago
- Deep Learning for EHR papers☆34Aug 25, 2019Updated 6 years ago
- Embedding Complexity In the Data Representation Instead of In the Model (arXiv:1802.04233)☆24Feb 14, 2018Updated 8 years ago
- Predictive Modeling in Urgent Care - A Comparative Study of Machine Learning Approaches☆22Mar 14, 2019Updated 6 years ago
- Code for 'Alzheimer’s Disease Classification Using Cluster-based Labelling for Graph Neural Network on Tau PET Imaging and Heterogeneous …☆12Sep 13, 2022Updated 3 years ago
- Early diagnosis predictor using contextual representation of medical events☆12Apr 17, 2017Updated 8 years ago
- Generative adversarial network for generating electronic health records.☆283Aug 19, 2019Updated 6 years ago
- Readmission Prediction via Deep Contextual Embedding of Clinical Concepts☆18Dec 23, 2017Updated 8 years ago
- A Deep Dynamic Memory Model for Predictive Medicine☆70May 21, 2018Updated 7 years ago
- ☆18Apr 8, 2024Updated last year
- Dataset containing 7,025 discharge summary notes from the MIMIC III dataset annotated for 7 SBDHs☆19Jun 18, 2022Updated 3 years ago
- Public repository for multilabel classification of medical diagnoses with LSTM RNNs☆42May 24, 2016Updated 9 years ago
- Deep patient implementation☆46Mar 21, 2017Updated 8 years ago
- KDD2020 paper; Identifying Sepsis Subphenotypes via Time-Aware Multi-Modal Auto-Encoder☆23Dec 17, 2020Updated 5 years ago
- Graph-based Attention Model☆246Apr 17, 2023Updated 2 years ago
- Reimplementation of RETAIN Recurrent Neural Network in Keras☆85Mar 25, 2023Updated 2 years ago
- a Python tool to extract and structure numeric lab test comparison statements from text☆22Jul 31, 2023Updated 2 years ago
- Natural Language Processing with Flair, published by Packt☆26Feb 5, 2026Updated 3 weeks ago
- Prediction of ICU Readmissions Using Data at Patient Discharge using MIMICIII Database☆28May 7, 2021Updated 4 years ago
- Code for AMIA CRI 2016 paper "Learning Low-Dimensional Representations of Medical Concepts"☆250Aug 24, 2020Updated 5 years ago
- ☆131Sep 27, 2024Updated last year
- CycleGAN with Wasserstein Loss☆25May 4, 2017Updated 8 years ago
- A collection of ETLs from common data formats to Medical Event Data Standard☆39Aug 5, 2025Updated 6 months ago
- Gender/Race/Emotion classifications based on facial multi-attribute detection were realized through data pre-processing, face detection a…☆11Dec 31, 2018Updated 7 years ago
- A python package for removing duplicate text in clinical notes or other documents☆39Aug 6, 2020Updated 5 years ago
- Curated list of awesome papers for electronic health records(EHR) mining, machine learning, and deep learning.☆426Oct 7, 2022Updated 3 years ago
- This is a complete preprocessing, model training, and figure generation repo for "An attention based deep learning model of clinical even…☆77Apr 25, 2024Updated last year
- Code repository for the critical data book☆76Nov 19, 2019Updated 6 years ago
- An R package for visualizing confounder control in meta-analyses☆11Jan 17, 2023Updated 3 years ago
- ☆14Sep 2, 2025Updated 6 months ago
- ☆10Nov 7, 2022Updated 3 years ago
- This repo contains code examples of processing and analysing data with Apache Spark and Python☆10Oct 21, 2020Updated 5 years ago
- A lightweight library for pre-processing images for pre-trained keras models☆14Aug 17, 2025Updated 6 months ago
- Software Engineer's Bootcamp: Developing AI Applications☆12Jun 3, 2025Updated 8 months ago
- Contains our group's work in various kaggle competitions☆11Nov 8, 2019Updated 6 years ago
- Integrative Analysis of Patient Health Records and Neuroimages via Memory-based Graph Convolutional Network (ICDM 2018 full paper)☆44May 8, 2019Updated 6 years ago
- Large Language Models to Identify Social Determinants of Health in Electronic Health Records | Paper: https://www.nature.com/articles/s41…☆49Jan 11, 2024Updated 2 years ago
- Python suite to construct benchmark machine learning datasets from the MIMIC-III 💊 clinical database.☆872Apr 16, 2023Updated 2 years ago