GanjinZero / ICD-MSMNLinks
Code Synonyms Do Matter: Multiple Synonyms Matching Network for Automatic ICD Coding [ACL 2022]
☆53Updated 2 years ago
Alternatives and similar repositories for ICD-MSMN
Users that are interested in ICD-MSMN are comparing it to the libraries listed below
Sorting:
- auto icd coding with prompt☆49Updated last year
- A Label Attention Model for ICD Coding from Clinical Text☆70Updated 2 years ago
- We evaluate many models used for biomedical and clinical nlp tasks, and train new models that perform much better.☆160Updated 3 years 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
- PLM-ICD: Automatic ICD Coding with Pretrained Language Models☆69Updated last year
- Improving Biomedical Pretrained Language Models with Knowledge [BioNLP 2021]☆65Updated 2 years ago
- A collection of papers on automated medical coding from free-texts☆144Updated 6 months ago
- [NAACL'21 & ACL'21] SapBERT: Self-alignment pretraining for BERT & XL-BEL: Cross-Lingual Biomedical Entity Linking.☆192Updated 2 years ago
- A project for developing transformer-based models for clinical relation extraction☆128Updated last year
- The project was to build and release the first publicly available code evidence dataset called MDACE on a subset of the MIMIC-III clinica…☆29Updated last year
- PMC-Patients☆97Updated last year
- ICD-BERT: Multi-label Classification of ICD-10 Codes with BERT (CLEF 2019)☆75Updated 2 years ago
- ☆39Updated 2 years ago
- Code for the EACL 2021 Paper: Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration☆95Updated 10 months ago
- Multi-Filter Residual Convolutional Neural Network for Text Classification☆48Updated 4 years ago
- ☆38Updated 3 years ago
- Code and dataset of EMNLP 2020 paper "Infusing Disease Knowledge into BERT for Health Question Answering, Medical Inference and Disease N…☆69Updated 3 years ago
- Generative Biomedical Entity Linking via Knowledge Base-Guided Pre-training and Synonyms-Aware Fine-tuning [NAACL 2022]☆19Updated 2 years ago
- ☆22Updated 3 years ago
- Source code for ACL 2021 paper "Automatic ICD Coding via Interactive Shared Representation Networks with Self-distillation Mechanism"☆14Updated 4 years ago
- Adversarial Learning of Knowledge Embeddings for the Unified Medical Language System☆40Updated 5 years ago
- Implementation and demo of explainable coding of clinical notes with Hierarchical Label-wise Attention Networks (HLAN)☆61Updated 2 years ago
- ACL'2020: Biomedical Entity Representations with Synonym Marginalization☆168Updated last year
- ☆98Updated 3 years ago
- ☆23Updated 3 weeks ago
- Code for the emrQA question answering dataset☆150Updated 3 years ago
- BioELECTRA☆50Updated 3 years ago
- CliniQG4QA: Generating Diverse Questions for Domain Adaptation of Clinical Question Answering☆22Updated 4 years ago
- General tutorials for the setup and use of MedCAT.☆37Updated last month