nwams / ClinicalBERT-Deep-Learning--Predicting-Hospital-Readmission-Using-TransformerLinks
Blog post on Medium
☆49Updated 2 years ago
Alternatives and similar repositories for ClinicalBERT-Deep-Learning--Predicting-Hospital-Readmission-Using-Transformer
Users that are interested in ClinicalBERT-Deep-Learning--Predicting-Hospital-Readmission-Using-Transformer are comparing it to the libraries listed below
Sorting:
- ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission (CHIL 2020 Workshop)☆423Updated 2 years ago
- FlexIble Data-Driven pipeLinE – a preprocessing pipeline that transforms structured EHR data into feature vectors to be used with ML algo…☆96Updated 2 months ago
- Med-BERT, contextualized embedding model for structured EHR data☆296Updated last year
- source codes based on PyTorch to analyze EHR☆145Updated last year
- Code for BEHRT: Transformer for Electronic Health Records☆112Updated 2 years ago
- Patient Code & Text Representation Learning☆20Updated 2 years ago
- ☆40Updated 2 years ago
- Code for the EACL 2021 Paper: Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration☆95Updated last year
- Predicting ICD Codes from Clinical Notes☆63Updated 4 years ago
- ☆62Updated 2 years ago
- ☆38Updated 3 years ago
- Implementation of Deep Patient Representation of Clinical Notes at Intensive Care Unit for Multi-Task Prediction☆32Updated 6 years ago
- ☆29Updated 4 years ago
- A python package for removing duplicate text in clinical notes or other documents☆37Updated 5 years ago
- ☆99Updated 3 years ago
- Large Language Models to Identify Social Determinants of Health in Electronic Health Records | Paper: https://www.nature.com/articles/s41…☆46Updated last year
- multilabel classification of EHR notes☆287Updated 5 years ago
- ☆224Updated 3 years ago
- a library for named entity recognition developed by UF HOBI NLP lab featuring SOTA algorithms☆152Updated last year
- A collection of papers on automated medical coding from free-texts☆145Updated 8 months ago
- repository for Publicly Available Clinical BERT Embeddings☆732Updated 5 years ago
- Deprecated. For the latest MIMIC-IV code, please refer to: https://github.com/MIT-LCP/mimic-code☆284Updated 4 years ago
- Clinical XLNet: Modeling Sequential Clinical Notes and Predicting Prolonged Mechanical Ventilation☆50Updated 4 years ago
- ☆22Updated 3 years ago
- PMC-Patients☆99Updated last year
- PLM-ICD: Automatic ICD Coding with Pretrained Language Models☆71Updated last year
- ICD-BERT: Multi-label Classification of ICD-10 Codes with BERT (CLEF 2019)☆76Updated 2 years ago
- Predicting Medical Billing Codes (ICD9) from Clinical Notes (in MIMIC-III datasets) using Deep Learning☆26Updated 5 years ago
- A Python Natural Language Processing Toolkit for Medical Text Generation☆82Updated 3 months ago
- AmsterdamUMCdb - Freely Accessible ICU database. Please access our Open Access manuscript at https://doi.org/10.1097/CCM.0000000000004916☆185Updated 7 months ago