aehrc / LAAT
A Label Attention Model for ICD Coding from Clinical Text
☆69Updated 2 years ago
Alternatives and similar repositories for LAAT:
Users that are interested in LAAT 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
- CODER: Knowledge infused cross-lingual medical term embedding for term normalization. [JBI, ACL-BioNLP 2022]☆78Updated 2 years ago
- ACL'2020: Biomedical Entity Representations with Synonym Marginalization☆163Updated last year
- Code for the EACL 2021 Paper: Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration☆94Updated 8 months ago
- Transformer based ICD Coding model☆17Updated 4 years ago
- MedType: Improving Medical Entity Linking with Semantic Type Prediction☆116Updated 2 years ago
- A project for developing transformer-based models for clinical relation extraction☆127Updated last year
- We evaluate many models used for biomedical and clinical nlp tasks, and train new models that perform much better.☆159Updated 3 years ago
- [NAACL'21 & ACL'21] SapBERT: Self-alignment pretraining for BERT & XL-BEL: Cross-Lingual Biomedical Entity Linking.☆187Updated last year
- Multi-Filter Residual Convolutional Neural Network for Text Classification☆47Updated 4 years ago
- Adversarial Learning of Knowledge Embeddings for the Unified Medical Language System☆39Updated 5 years ago
- a library for named entity recognition developed by UF HOBI NLP lab featuring SOTA algorithms☆147Updated last year
- Code and dataset of EMNLP 2020 paper "Infusing Disease Knowledge into BERT for Health Question Answering, Medical Inference and Disease N…☆68Updated 3 years ago
- ☆22Updated 3 years ago
- Improving Biomedical Pretrained Language Models with Knowledge [BioNLP 2021]☆65Updated 2 years ago
- Code for the emrQA question answering dataset☆148Updated 3 years ago
- Implementation and demo of explainable coding of clinical notes with Hierarchical Label-wise Attention Networks (HLAN)☆61Updated 2 years ago
- multilabel classification of EHR notes☆286Updated 4 years ago
- Pre-training of Graph Augmented Transformers for Medication Recommendation☆120Updated 5 years ago
- ☆98Updated 3 years ago
- ICD-BERT: Multi-label Classification of ICD-10 Codes with BERT (CLEF 2019)☆74Updated 2 years ago
- A collection of papers on automated medical coding from free-texts☆139Updated 4 months ago
- ECIR 2020 - MedLinker: Medical Entity Linking with Neural Representations and Dictionary Matching☆29Updated last year
- ☆36Updated last year
- Pre-trained Language Model for Biomedical Question Answering☆122Updated 2 years ago
- Benchmarking for Biomedical Natural Language Processing Tasks with a Domain Specific ALBERT☆29Updated 3 years ago
- ☆226Updated 7 years ago
- BLUE benchmark consists of five different biomedicine text-mining tasks with ten corpora.☆293Updated 3 years ago
- PubMed PICO Element Detection Dataset☆56Updated 6 years ago