ziyuqiu / icd_predictionLinks
Predicting Medical Billing Codes (ICD9) from Clinical Notes (in MIMIC-III datasets) using Deep Learning
☆27Updated 5 years ago
Alternatives and similar repositories for icd_prediction
Users that are interested in icd_prediction are comparing it to the libraries listed below
Sorting:
- Predicting ICD Codes from Clinical Notes☆64Updated 5 years ago
- Implementation of Deep Patient Representation of Clinical Notes at Intensive Care Unit for Multi-Task Prediction☆32Updated 6 years ago
- source codes based on PyTorch to analyze EHR☆147Updated last year
- ☆27Updated 5 years ago
- Blog post on Medium☆50Updated 3 years ago
- MIMIC preprocessing for the ICML paper "Dynamic Measurement Scheduling for Event Forecasting Using Deep RL"☆19Updated 6 years ago
- ☆12Updated 3 years ago
- Patient2Vec: A Personalized Interpretable Deep Representation of the Longitudinal Electronic Health Record☆108Updated 7 years ago
- ☆21Updated 4 years ago
- Med-BERT, contextualized embedding model for structured EHR data☆310Updated last year
- ☆34Updated 6 years ago
- Automatic classification of medical patient discharge notes into standard disease labels, using deep learning models☆30Updated 6 years ago
- The repository for the paper "Predicting in-hospital mortality by combining clinical notes with time-series data"☆12Updated 4 years ago
- multilabel classification of EHR notes☆293Updated 5 years ago
- Readmission Prediction via Deep Contextual Embedding of Clinical Concepts☆18Updated 7 years ago
- ☆70Updated 4 years ago
- Patient Code & Text Representation Learning☆19Updated 2 years ago
- Rare disease identification from free-text clinical notes with ontologies and weak supervision☆32Updated 2 years ago
- Clinical decision support - reinforcement learning agent for sepsis treatment in intensive care☆39Updated last year
- FlexIble Data-Driven pipeLinE – a preprocessing pipeline that transforms structured EHR data into feature vectors to be used with ML algo…☆97Updated 5 months ago
- Code for "Exploring Text Specific and Blackbox Fairness Algorithms in Multimodal Clinical NLP"☆13Updated 2 years ago
- Weakly supervised medical named entity classification☆72Updated 2 years ago
- Clinical data fusion☆32Updated 3 years ago
- Corresponding code for experiments described in "Predicting Clinical Outcomes Across Changing Electronic Health Records." Presented at KD…☆11Updated 8 years ago
- ☆18Updated last year
- Code for BEHRT: Transformer for Electronic Health Records☆119Updated 2 years ago
- Implementation and demo of explainable coding of clinical notes with Hierarchical Label-wise Attention Networks (HLAN)☆62Updated 3 years ago
- Large Language Models to Identify Social Determinants of Health in Electronic Health Records | Paper: https://www.nature.com/articles/s41…☆48Updated last year
- General tutorials for the setup and use of MedCAT.☆40Updated 7 months ago
- Estimate similarity of medical concepts based on Unified Medical Language System (UMLS)☆16Updated 3 years ago