samantamrityunjay / Automatic-assignment-of-ICD10-codes
Project on the assignment of ICD codes to medical/clinical text
☆21Updated last year
Related projects: ⓘ
- ICD-BERT: Multi-label Classification of ICD-10 Codes with BERT (CLEF 2019)☆73Updated last year
- Predicting ICD Codes from Clinical Notes☆56Updated 4 years ago
- NER and Relation Extraction from Electronic Health Records (EHR).☆81Updated 2 years ago
- General tutorials for the setup and use of MedCAT.☆30Updated this week
- PLM-ICD: Automatic ICD Coding with Pretrained Language Models☆52Updated 10 months ago
- Code Synonyms Do Matter: Multiple Synonyms Matching Network for Automatic ICD Coding [ACL 2022]☆47Updated 2 years ago
- Predicting Medical Billing Codes (ICD9) from Clinical Notes (in MIMIC-III datasets) using Deep Learning☆23Updated 4 years ago
- Blog post on Medium☆43Updated last year
- A collection of papers on automated medical coding from free-texts☆111Updated this week
- Implementation and demo of explainable coding of clinical notes with Hierarchical Label-wise Attention Networks (HLAN)☆58Updated 2 years ago
- a library for named entity recognition developed by UF HOBI NLP lab featuring SOTA algorithms☆142Updated last year
- all scripts used in gatortron project☆99Updated 10 months ago
- A simple web app that shows how Watson's Natural Language Classifier (NLC) can classify ICD-10 code. The app is written in Python using t…☆113Updated last year
- BERT implementation for radiology full-text reports☆11Updated 4 years ago
- Clinical decision support system by HealthRex laboratory at Stanford University.☆101Updated last week
- Notebook for BERT medical named entity recognition☆38Updated last year
- ☆17Updated 2 months ago
- ☆10Updated 3 years ago
- A large-scale (194k), Multiple-Choice Question Answering (MCQA) dataset designed to address realworld medical entrance exam questions.☆164Updated last year
- Code for the EACL 2021 Paper: Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration☆87Updated last month
- A Label Attention Model for ICD Coding from Clinical Text☆62Updated 2 years ago
- Biomedical Named Entity Recognition and Normalization of Diseases, Chemicals and Genenetic entity classes through the use of state-of-the…☆98Updated 2 years ago
- ☆24Updated last year
- Discovering Related Clinical Concepts using Large Amounts of Clinical Notes. An unsupervised graphical approach to mine related concepts …☆25Updated 6 years ago
- Pipeline for building Machine Learning Classifiers for the diagnosis of EHR text-data. We used this pipeline for our study, published her…☆11Updated last year
- ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission (CHIL 2020 Workshop)☆372Updated last year
- Automatic classification of medical patient discharge notes into standard disease labels, using deep learning models☆30Updated 5 years ago
- CODER: Knowledge infused cross-lingual medical term embedding for term normalization. [JBI, ACL-BioNLP 2022]☆73Updated 2 years ago
- A project for developing transformer-based models for clinical relation extraction☆123Updated last year
- Medical Concept Annotation Tool☆432Updated this week