thomasnguyen92 / MIMIC-IV-ICD-data-processingLinks
☆45Updated 2 years ago
Alternatives and similar repositories for MIMIC-IV-ICD-data-processing
Users that are interested in MIMIC-IV-ICD-data-processing are comparing it to the libraries listed below
Sorting:
- Code for the EACL 2021 Paper: Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration☆99Updated last year
- ☆94Updated last year
- A collection of papers on automated medical coding from free-texts☆152Updated last year
- ☆63Updated 2 years ago
- Med-BERT, contextualized embedding model for structured EHR data☆314Updated last year
- Blog post on Medium☆51Updated 3 years ago
- ☆21Updated 4 years ago
- ☆38Updated 3 years ago
- auto icd coding with prompt☆49Updated last year
- FlexIble Data-Driven pipeLinE – a preprocessing pipeline that transforms structured EHR data into feature vectors to be used with ML algo…☆99Updated 7 months ago
- PLM-ICD: Automatic ICD Coding with Pretrained Language Models☆76Updated 2 years ago
- source codes based on PyTorch to analyze EHR☆149Updated 2 years ago
- Code for BEHRT: Transformer for Electronic Health Records☆120Updated 2 years ago
- Patient Code & Text Representation Learning☆19Updated 2 years ago
- Implements ChatGPT API via request package.☆47Updated 2 years ago
- [NeurIPS 2024 D&B] Official code for "EHRNoteQA: An LLM Benchmark for Real-World Clinical Practice Using Discharge Summaries"☆40Updated last year
- ☆29Updated 4 years ago
- REMed: Retrieval-Enhanced Medical prediction model☆23Updated last year
- ☆18Updated 3 years ago
- a library for named entity recognition developed by UF HOBI NLP lab featuring SOTA algorithms☆155Updated 2 years ago
- Implementation and demo of explainable coding of clinical notes with Hierarchical Label-wise Attention Networks (HLAN)☆63Updated 3 years ago
- Official Codes for "Publicly Shareable Clinical Large Language Model Built on Synthetic Clinical Notes"☆113Updated last year
- Large Language Models to Identify Social Determinants of Health in Electronic Health Records | Paper: https://www.nature.com/articles/s41…☆49Updated 2 years ago
- ☆14Updated last year
- Code Synonyms Do Matter: Multiple Synonyms Matching Network for Automatic ICD Coding [ACL 2022]☆54Updated 3 years ago
- UniHPF : Universal Healthcare Predictive Framework with Zero Domain Knowledge☆13Updated 2 years ago
- A Python Natural Language Processing Toolkit for Medical Text Generation☆84Updated 8 months ago
- 🧪Yet Another ICU Benchmark: a holistic framework for the standardization of clinical prediction model experiments. Provide custom datase…☆91Updated 2 months ago
- ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission (CHIL 2020 Workshop)☆434Updated 3 years ago
- [NeurIPS'22] EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records☆100Updated last year