zliendo / AI_MedicalNotesLinks
Automatic classification of medical patient discharge notes into standard disease labels, using deep learning models
☆30Updated 6 years ago
Alternatives and similar repositories for AI_MedicalNotes
Users that are interested in AI_MedicalNotes are comparing it to the libraries listed below
Sorting:
- Patient2Vec: A Personalized Interpretable Deep Representation of the Longitudinal Electronic Health Record☆107Updated 6 years ago
- Surfacing Semantic Data from Clinical Notes in Electronic Health Records for Tailored Care, Trial Recruitment and Clinical Research☆89Updated 2 years ago
- ☆70Updated 3 years ago
- Predict hospital readmission with discharge summaries☆67Updated 7 years ago
- Learning from Discharge Summaries to extract mentioned diagnoses using Hierarchical Attention Model☆34Updated 7 years ago
- An information extraction system for free-text eligibility criteria☆37Updated 6 years ago
- Implementation and demo of explainable coding of clinical notes with Hierarchical Label-wise Attention Networks (HLAN)☆61Updated 3 years ago
- ☆99Updated 3 years ago
- Embedding Complexity In the Data Representation Instead of In the Model (arXiv:1802.04233)☆24Updated 7 years ago
- Clinical NLP workshop for ODSC☆39Updated 5 years ago
- Implementation of Deep Patient Representation of Clinical Notes at Intensive Care Unit for Multi-Task Prediction☆32Updated 6 years ago
- a Python tool to extract and structure numeric lab test comparison statements from text☆22Updated 2 years ago
- MIMIC preprocessing for the ICML paper "Dynamic Measurement Scheduling for Event Forecasting Using Deep RL"☆19Updated 6 years ago
- Health knowledge graph for 157 diseases and 491 symptoms, learned from >270,000 patients' data☆102Updated 4 years ago
- ☆219Updated 7 months ago
- A fine-tuned BERT using EHR notes.☆14Updated 5 years ago
- ML-Net is a novel end-to-end deep learning framework for multi-label classification of biomedical tasks. ML-Net combines the label predic…☆35Updated 5 years ago
- A simple interface to inspect, improve and add concepts to biomedical NER+L -> MedCAT.☆83Updated 2 weeks ago
- Predicting ICD Codes from Clinical Notes☆62Updated 4 years ago
- ☆55Updated 5 years ago
- Predicting Medical Billing Codes (ICD9) from Clinical Notes (in MIMIC-III datasets) using Deep Learning☆26Updated 5 years ago
- ICD-BERT: Multi-label Classification of ICD-10 Codes with BERT (CLEF 2019)☆76Updated 2 years ago
- Clinical XLNet: Modeling Sequential Clinical Notes and Predicting Prolonged Mechanical Ventilation☆50Updated 3 years ago
- NER and Relation Extraction from Electronic Health Records (EHR).☆88Updated 3 years ago
- ☆17Updated 4 years ago
- Blog post on Medium☆49Updated 2 years ago
- Medical Relations and Entities Extraction☆37Updated 3 years ago
- MedTagger is a light weight clinical NLP system built upon Apache UIMA.☆69Updated 3 months ago
- ☆29Updated 4 years ago
- Discovering Related Clinical Concepts using Large Amounts of Clinical Notes. An unsupervised graphical approach to mine related concepts …☆26Updated 7 years ago