rsreetech / ClinicalTextClassification
In this notebook i implement clinical text classfication on the medical transcription dataset from kaggle
☆12Updated 4 years ago
Alternatives and similar repositories for ClinicalTextClassification:
Users that are interested in ClinicalTextClassification are comparing it to the libraries listed below
- Implementation and demo of explainable coding of clinical notes with Hierarchical Label-wise Attention Networks (HLAN)☆60Updated 2 years ago
- Clinical NER with UMLS lookup☆22Updated 5 years ago
- ICD-BERT: Multi-label Classification of ICD-10 Codes with BERT (CLEF 2019)☆74Updated 2 years ago
- Dataset for Natural Language Processing using a corpus of medical transcriptions and custom-generated clinical stop words and vocabulary.☆90Updated 4 years ago
- Medical Question-Answering datasets prepared for the TREC 2017 LiveQA challenge (Medical Task)☆45Updated 4 months ago
- Code Implementation of TDS Article "Semi-supervised Intent Classification with GAN-BERT"☆14Updated 4 years ago
- ☆98Updated 3 years ago
- Notebook for BERT medical named entity recognition☆40Updated 2 years ago
- a library for named entity recognition developed by UF HOBI NLP lab featuring SOTA algorithms☆146Updated last year
- ☆59Updated last year
- ☆38Updated 3 years ago
- Code repository for BEEP (Biomedical Evidence Enhanced Predictions) clinical outcome prediction system☆26Updated last year
- A project for developing transformer-based models for clinical relation extraction☆127Updated last year
- auto icd coding with prompt☆49Updated 10 months ago
- This shows how to fine-tune Bert language model and use PyTorch-transformers for text classififcation☆69Updated 4 years ago
- A notebook to understand the concept of Information Extraction using NLP techniques in Python.☆42Updated 3 years ago
- Code Synonyms Do Matter: Multiple Synonyms Matching Network for Automatic ICD Coding [ACL 2022]☆52Updated 2 years ago
- GPTNERMED is a language model-generated, synthetic dataset and an open neural NER model for medical entities designed for German data.☆16Updated last year
- Code for the EACL 2021 Paper: Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration☆93Updated 8 months ago
- Huggingface transformers: Finetuning DistilBERT on a toxic comment binary classification task.☆29Updated 2 years ago
- ☆16Updated 2 years ago
- Multimodal Question Answering in the Medical Domain: A summary of Existing Datasets and Systems☆283Updated last year
- Automatic classification of medical patient discharge notes into standard disease labels, using deep learning models☆30Updated 6 years ago
- CODER: Knowledge infused cross-lingual medical term embedding for term normalization. [JBI, ACL-BioNLP 2022]☆78Updated 2 years ago
- Recognize bio-medical entities from a text corpus☆120Updated last year
- ☆14Updated 4 years ago
- Predicting ICD Codes from Clinical Notes☆60Updated 4 years ago
- ☆22Updated 2 years ago
- ☆124Updated 3 years ago
- We evaluate many models used for biomedical and clinical nlp tasks, and train new models that perform much better.☆158Updated 3 years ago