acadTags / Explainable-Automated-Medical-CodingLinks
Implementation and demo of explainable coding of clinical notes with Hierarchical Label-wise Attention Networks (HLAN)
☆61Updated 3 years ago
Alternatives and similar repositories for Explainable-Automated-Medical-Coding
Users that are interested in Explainable-Automated-Medical-Coding are comparing it to the libraries listed below
Sorting:
- ☆99Updated 3 years ago
- A project for developing transformer-based models for clinical relation extraction☆129Updated last year
- a library for named entity recognition developed by UF HOBI NLP lab featuring SOTA algorithms☆152Updated last year
- ICD-BERT: Multi-label Classification of ICD-10 Codes with BERT (CLEF 2019)☆76Updated 2 years ago
- CODER: Knowledge infused cross-lingual medical term embedding for term normalization. [JBI, ACL-BioNLP 2022]☆80Updated 3 years ago
- Adversarial Learning of Knowledge Embeddings for the Unified Medical Language System☆40Updated 5 years ago
- Pre-trained Language Model for Biomedical Question Answering☆123Updated 2 years ago
- Code for the emrQA question answering dataset☆151Updated 3 years ago
- We evaluate many models used for biomedical and clinical nlp tasks, and train new models that perform much better.☆161Updated 4 years ago
- Weakly supervised medical named entity classification☆73Updated 2 years ago
- A collection of papers on automated medical coding from free-texts☆145Updated 7 months ago
- Corpus of Online Medical EnTities: the cometA corpus☆50Updated 4 months ago
- Code for the EACL 2021 Paper: Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration☆95Updated last year
- Transformers for Clinical NLP☆25Updated last week
- Rare disease identification from free-text clinical notes with ontologies and weak supervision☆32Updated 2 years ago
- MedType: Improving Medical Entity Linking with Semantic Type Prediction☆116Updated 2 years ago
- Medical Relations and Entities Extraction☆37Updated 3 years ago
- ACL'2020: Biomedical Entity Representations with Synonym Marginalization☆169Updated 2 years ago
- NER and Relation Extraction from Electronic Health Records (EHR).☆88Updated 3 years ago
- A simple interface to inspect, improve and add concepts to biomedical NER+L -> MedCAT.☆82Updated last week
- multilabel classification of EHR notes☆289Updated 5 years ago
- ☆219Updated 7 months ago
- ☆38Updated 3 years ago
- ☆34Updated 8 years ago
- ☆152Updated last year
- Health knowledge graph for 157 diseases and 491 symptoms, learned from >270,000 patients' data☆102Updated 4 years ago
- A fine-tuned BERT using EHR notes.☆14Updated 5 years ago
- SciFive: a text-text transformer model for biomedical literature☆96Updated last year
- BiOnt: Deep Learning using Multiple Biomedical Ontologies for Relation Extraction☆26Updated last year
- A Python Natural Language Processing Toolkit for Medical Text Generation☆81Updated 2 months ago