acadTags / Awesome-medical-coding-NLP
A collection of papers on automated medical coding from free-texts
☆139Updated 4 months ago
Alternatives and similar repositories for Awesome-medical-coding-NLP:
Users that are interested in Awesome-medical-coding-NLP are comparing it to the libraries listed below
- Code Synonyms Do Matter: Multiple Synonyms Matching Network for Automatic ICD Coding [ACL 2022]☆52Updated 2 years ago
- auto icd coding with prompt☆49Updated 11 months ago
- The project was to build and release the first publicly available code evidence dataset called MDACE on a subset of the MIMIC-III clinica…☆28Updated last year
- PLM-ICD: Automatic ICD Coding with Pretrained Language Models☆66Updated last year
- Code for the EACL 2021 Paper: Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration☆94Updated 8 months ago
- a library for named entity recognition developed by UF HOBI NLP lab featuring SOTA algorithms☆147Updated last year
- CODER: Knowledge infused cross-lingual medical term embedding for term normalization. [JBI, ACL-BioNLP 2022]☆78Updated 2 years ago
- ICD-BERT: Multi-label Classification of ICD-10 Codes with BERT (CLEF 2019)☆74Updated 2 years ago
- We evaluate many models used for biomedical and clinical nlp tasks, and train new models that perform much better.☆159Updated 3 years ago
- A Python Natural Language Processing Toolkit for Medical Text Generation☆76Updated 6 months ago
- Blog post on Medium☆49Updated 2 years ago
- Large Language Models to Identify Social Determinants of Health in Electronic Health Records | Paper: https://www.nature.com/articles/s41…☆44Updated last year
- A project for developing transformer-based models for clinical relation extraction☆127Updated last year
- Implementation and demo of explainable coding of clinical notes with Hierarchical Label-wise Attention Networks (HLAN)☆61Updated 2 years ago
- all scripts used in gatortron project☆116Updated last year
- Med-BERT, contextualized embedding model for structured EHR data☆282Updated last year
- ☆81Updated 8 months ago
- Expert-Curated Oncology Reports to Advance Language Model Inference☆27Updated last year
- ☆36Updated last year
- ☆38Updated 3 years ago
- ☆98Updated 3 years ago
- General tutorials for the setup and use of MedCAT.☆37Updated 3 months ago
- ☆18Updated last year
- Transformers for Clinical NLP☆24Updated last week
- ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission (CHIL 2020 Workshop)☆413Updated 2 years ago
- ☆59Updated last year
- FlexIble Data-Driven pipeLinE – a preprocessing pipeline that transforms structured EHR data into feature vectors to be used with ML algo…☆92Updated 10 months ago
- A Label Attention Model for ICD Coding from Clinical Text☆69Updated 2 years ago
- multilabel classification of EHR notes☆286Updated 4 years ago
- A new collection of 1.7k doctor-patient conversations and corresponding clinical notes/summaries.☆71Updated last year