Code Synonyms Do Matter: Multiple Synonyms Matching Network for Automatic ICD Coding [ACL 2022]
☆56Aug 6, 2022Updated 4 years ago
Alternatives and similar repositories for ICD-MSMN
Users that are interested in ICD-MSMN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- auto icd coding with prompt☆49May 7, 2024Updated 2 years ago
- A Label Attention Model for ICD Coding from Clinical Text☆74Aug 4, 2022Updated 4 years ago
- multilabel classification of EHR notes☆309Jul 21, 2020Updated 6 years ago
- Multi-Filter Residual Convolutional Neural Network for Text Classification☆51Mar 31, 2021Updated 5 years ago
- CODER: Knowledge infused cross-lingual medical term embedding for term normalization. [JBI, ACL-BioNLP 2022]☆80Jun 28, 2022Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- A collection of papers on automated medical coding from free-texts☆154Dec 21, 2024Updated last year
- Predicting ICD Codes from Clinical Notes☆64Sep 11, 2020Updated 5 years ago
- We evaluate many models used for biomedical and clinical nlp tasks, and train new models that perform much better.☆164Jul 29, 2021Updated 5 years ago
- CHIP2020 Task 3 术语标准化任务☆31Oct 23, 2020Updated 5 years ago
- ☆100Mar 8, 2026Updated 5 months ago
- Source code for ACL 2021 paper "Automatic ICD Coding via Interactive Shared Representation Networks with Self-distillation Mechanism"☆14Jun 1, 2021Updated 5 years ago
- Project on the assignment of ICD codes to medical/clinical text☆22Jun 12, 2023Updated 3 years ago
- Implementation and demo of explainable coding of clinical notes with Hierarchical Label-wise Attention Networks (HLAN)☆65Jul 15, 2022Updated 4 years ago
- Improving Biomedical Pretrained Language Models with Knowledge [BioNLP 2021]☆65Feb 6, 2023Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- ICD-BERT: Multi-label Classification of ICD-10 Codes with BERT (CLEF 2019)☆75Mar 12, 2023Updated 3 years ago
- Fusing Heterogeneous Factors with Triaffine Mechanism for Nested Named Entity Recognition [ACL 2022 Findings]☆44Feb 21, 2023Updated 3 years ago
- AAAI-23 paper: Context-aware Safe Medication Recommendations with Molecular Graph and DDI Graph Embedding☆19Nov 11, 2025Updated 9 months ago
- ☆31Mar 18, 2026Updated 5 months ago
- HyPe: Better Pre-trained Language Model Fine-tuning with Hidden Representation Perturbation [ACL 2023]☆14Jul 11, 2023Updated 3 years ago
- A Python Natural Language Processing Toolkit for Electronic Health Record Texts☆13May 24, 2023Updated 3 years ago
- ☆64Jul 4, 2023Updated 3 years ago
- PMC-Patients☆114Jun 7, 2024Updated 2 years ago
- ☆12Jun 23, 2023Updated 3 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- [NAACL'21 & ACL'21] SapBERT: Self-alignment pretraining for BERT & XL-BEL: Cross-Lingual Biomedical Entity Linking.☆233Apr 28, 2023Updated 3 years ago
- Rare disease identification from free-text clinical notes with ontologies and weak supervision☆32May 6, 2023Updated 3 years ago
- Medical reasoning using large language models☆95Jan 9, 2024Updated 2 years ago
- Code for Generalized Zero-Shot Text Classification for ICD Coding (IJCAI 2020)☆17Jul 27, 2020Updated 6 years ago
- Deep Generative Modelling of Patient Timelines using Electronic Health Records☆77Jun 17, 2025Updated last year
- An intuitive platform for deploying the latest discoveries in healthcare AI to everybody's phones. Powered by PyTorch!☆10Aug 25, 2020Updated 6 years ago
- ☆17Aug 12, 2024Updated 2 years ago
- python library for graphical and continuous representations of ICD9 and ICD10 codes☆42Jan 1, 2026Updated 8 months ago
- Minimum Description Length probing for neural network representations☆20Jan 28, 2025Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- This repository is a PyTorch implementation of our NeurIPS 2022 paper "Debiased, Longitudinal and Coordinated Drug Recommendation through…☆43May 4, 2023Updated 3 years ago
- Mixture of Expert (MoE) techniques for enhancing LLM performance through expert-driven prompt mapping and adapter combinations.☆11Feb 11, 2024Updated 2 years ago
- Natural Language to SQL Queries in the OMOP CDM Datasets☆11Jun 12, 2023Updated 3 years ago
- Biomedical Entity Linking Benchmark☆15Dec 10, 2024Updated last year
- Sentence tokenizer for clinical/medical text.☆29Jun 3, 2024Updated 2 years ago
- ☆26May 30, 2023Updated 3 years ago
- ☆33Nov 30, 2023Updated 2 years ago