ziyuqiu / icd_prediction
Predicting Medical Billing Codes (ICD9) from Clinical Notes (in MIMIC-III datasets) using Deep Learning
☆25Updated 4 years ago
Alternatives and similar repositories for icd_prediction:
Users that are interested in icd_prediction are comparing it to the libraries listed below
- Predicting ICD Codes from Clinical Notes☆61Updated 4 years ago
- Implementation of Deep Patient Representation of Clinical Notes at Intensive Care Unit for Multi-Task Prediction☆32Updated 5 years ago
- ☆24Updated 5 years ago
- Source code for Medical Concept Embedding with Time-Aware Embedding☆22Updated 5 years ago
- ☆12Updated 3 years ago
- ICD-BERT: Multi-label Classification of ICD-10 Codes with BERT (CLEF 2019)☆74Updated 2 years ago
- Blog post on Medium☆49Updated 2 years ago
- multilabel classification of EHR notes☆286Updated 4 years ago
- ☆70Updated 3 years ago
- A Python library to load and analyze the MIMIC III Critical Care Database☆28Updated 2 years ago
- Implementation and demo of explainable coding of clinical notes with Hierarchical Label-wise Attention Networks (HLAN)☆61Updated 2 years ago
- ☆22Updated 3 years ago
- Health knowledge graph for 157 diseases and 491 symptoms, learned from >270,000 patients' data☆101Updated 4 years ago
- MIMIC preprocessing for the ICML paper "Dynamic Measurement Scheduling for Event Forecasting Using Deep RL"☆19Updated 5 years ago
- ☆36Updated last year
- Automatic classification of medical patient discharge notes into standard disease labels, using deep learning models☆30Updated 6 years ago
- Code Synonyms Do Matter: Multiple Synonyms Matching Network for Automatic ICD Coding [ACL 2022]☆52Updated 2 years ago
- Prediction of ICU Readmissions Using Data at Patient Discharge using MIMICIII Database☆27Updated 3 years ago
- Learning from Discharge Summaries to extract mentioned diagnoses using Hierarchical Attention Model☆34Updated 7 years ago
- Estimate similarity of medical concepts based on Unified Medical Language System (UMLS)☆16Updated 3 years ago
- source codes based on PyTorch to analyze EHR☆136Updated last year
- ☆33Updated 6 years ago
- Medical Concept Embedding with Multiple Ontological Representations (IJCAI-19)☆10Updated 4 years ago
- ☆98Updated 3 years ago
- Patient Code & Text Representation Learning☆20Updated last year
- This is the source code for the paper 'Analysis and Prediction of Unplanned Intensive Care Unit Readmission'☆31Updated 6 years ago
- A Label Attention Model for ICD Coding from Clinical Text☆69Updated 2 years ago
- Adversarial Learning of Knowledge Embeddings for the Unified Medical Language System☆39Updated 5 years ago
- Patient2Vec: A Personalized Interpretable Deep Representation of the Longitudinal Electronic Health Record☆107Updated 6 years ago
- Clinical XLNet: Modeling Sequential Clinical Notes and Predicting Prolonged Mechanical Ventilation☆49Updated 3 years ago