A collection of papers on automated medical coding from free-texts
☆154Dec 21, 2024Updated last year
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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆101Mar 8, 2026Updated 7 months ago
- auto icd coding with prompt☆49May 7, 2024Updated 2 years ago
- ☆29May 13, 2024Updated 2 years ago
- Code Synonyms Do Matter: Multiple Synonyms Matching Network for Automatic ICD Coding [ACL 2022]☆56Aug 6, 2022Updated 4 years ago
- PLM-ICD: Automatic ICD Coding with Pretrained Language Models☆85Nov 15, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Implementation and demo of explainable coding of clinical notes with Hierarchical Label-wise Attention Networks (HLAN)☆65Jul 15, 2022Updated 4 years ago
- A Label Attention Model for ICD Coding from Clinical Text☆75Aug 4, 2022Updated 4 years ago
- ICD-BERT: Multi-label Classification of ICD-10 Codes with BERT (CLEF 2019)☆75Mar 12, 2023Updated 3 years ago
- Multi-Filter Residual Convolutional Neural Network for Text Classification☆51Mar 31, 2021Updated 5 years ago
- Reading list for multimodal learning in healthcare☆11Oct 9, 2023Updated 3 years ago
- Medical Concept Annotation Tool☆531Jul 25, 2025Updated last year
- ☆32Mar 18, 2026Updated 6 months ago
- Estimate similarity of medical concepts based on Unified Medical Language System (UMLS)☆16Jan 17, 2022Updated 4 years ago
- UMLS to SNOMED CT and ICD-10-CM mapping tool: A Python script for generating JSON files containing mappings between UMLS CUIs and SNOMED …☆16Feb 11, 2026Updated 8 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Rare disease identification from free-text clinical notes with ontologies and weak supervision☆32May 6, 2023Updated 3 years ago
- ☆12Sep 21, 2024Updated 2 years ago
- Predicting ICD Codes from Clinical Notes☆64Sep 11, 2020Updated 6 years ago
- A simple python library for ICD-10 codes☆45Jun 17, 2025Updated last year
- Work in progress☆22Jan 22, 2026Updated 8 months ago
- Functions to map between ICD-10 terms and PheCodes for UK Biobank hospital electronic health records☆39Dec 27, 2022Updated 3 years ago
- Automatic classification of medical patient discharge notes into standard disease labels, using deep learning models☆31Jan 21, 2019Updated 7 years ago
- ☆48Jun 9, 2023Updated 3 years ago
- Basic entity linker for the SNOMED EL Challenge☆15Jan 22, 2024Updated 2 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Code for Generalized Zero-Shot Text Classification for ICD Coding (IJCAI 2020)☆17Jul 27, 2020Updated 6 years ago
- Contains standard practices/resources/style guides for data science and development at DIHI☆10Jun 8, 2023Updated 3 years ago
- Curated papers on Large Language Models in Healthcare and Medical domain☆392May 29, 2025Updated last year
- a library for named entity recognition developed by UF HOBI NLP lab featuring SOTA algorithms☆157Sep 13, 2023Updated 3 years ago
- The project hosts the data, methods and tools about Computer-Assisted Coding of ICD-11 in medical coding scenes.☆18Mar 13, 2020Updated 6 years ago
- New approach to use Snomed-CT Concept using Word Embedding with Word2vec☆21Feb 27, 2019Updated 7 years ago
- A Python Natural Language Processing Toolkit for Medical Text Generation☆83May 24, 2025Updated last year
- Provides backbone infrastructure elements for OHNLP toolsets.☆14May 6, 2025Updated last year
- General tutorials for the setup and use of MedCAT.☆41May 22, 2025Updated last year
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- A repository of all code and resources of my published blog articles.☆37Dec 21, 2025Updated 9 months ago
- FlexIble Data-Driven pipeLinE – a preprocessing pipeline that transforms structured EHR data into feature vectors to be used with ML algo…☆100Mar 19, 2026Updated 6 months ago
- Runtime repository for the SNOMED CT Entity Linking challenge on DrivenData☆14Mar 5, 2024Updated 2 years ago
- ☆18Oct 10, 2019Updated 7 years ago
- An exploratory, tutorial and analytical view of the Unified Medical Language System (UMLS) & the software/technologies provided via being…☆56Mar 20, 2024Updated 2 years ago
- ☆34Jul 28, 2018Updated 8 years ago
- Pre-trained word embeddings using the text of published clinical case reports.☆14Jan 22, 2020Updated 6 years ago