MiuLab / PLM-ICDLinks
PLM-ICD: Automatic ICD Coding with Pretrained Language Models
☆71Updated last year
Alternatives and similar repositories for PLM-ICD
Users that are interested in PLM-ICD are comparing it to the libraries listed below
Sorting:
- A collection of papers on automated medical coding from free-texts☆147Updated 9 months ago
- Code Synonyms Do Matter: Multiple Synonyms Matching Network for Automatic ICD Coding [ACL 2022]☆54Updated 3 years ago
- Code for the EACL 2021 Paper: Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration☆95Updated last year
- a library for named entity recognition developed by UF HOBI NLP lab featuring SOTA algorithms☆152Updated 2 years ago
- all scripts used in gatortron project☆123Updated last year
- auto icd coding with prompt☆49Updated last year
- ☆63Updated 2 years ago
- General tutorials for the setup and use of MedCAT.☆40Updated 4 months ago
- PMC-Patients☆101Updated last year
- ☆89Updated last year
- CODER: Knowledge infused cross-lingual medical term embedding for term normalization. [JBI, ACL-BioNLP 2022]☆78Updated 3 years ago
- 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 2 years ago
- We evaluate many models used for biomedical and clinical nlp tasks, and train new models that perform much better.☆162Updated 4 years ago
- ICD-BERT: Multi-label Classification of ICD-10 Codes with BERT (CLEF 2019)☆76Updated 2 years ago
- A Python Natural Language Processing Toolkit for Medical Text Generation☆83Updated 4 months ago
- PMC-Patients: A Large-scale Dataset of Patient Summaries and Relations for Benchmarking Retrieval-based Clinical Decision Support Systems…☆70Updated last year
- Clinical text summarization by adapting large language models☆149Updated last year
- Med-BERT, contextualized embedding model for structured EHR data☆306Updated last year
- A new collection of 1.7k doctor-patient conversations and corresponding clinical notes/summaries.☆92Updated 4 months ago
- [NeurIPS'22] EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records☆90Updated 10 months ago
- Official Codes for "Publicly Shareable Clinical Large Language Model Built on Synthetic Clinical Notes"☆108Updated last year
- ☆42Updated 2 years ago
- Expert-Curated Oncology Reports to Advance Language Model Inference☆29Updated last year
- A project for developing transformer-based models for clinical relation extraction☆130Updated 2 years ago
- Implements ChatGPT API via request package.☆46Updated 2 years ago
- Transformers for Clinical NLP☆25Updated last month
- A simple interface to inspect, improve and add concepts to biomedical NER+L -> MedCAT.☆85Updated last month
- ☆99Updated 3 years ago
- A comprehensive NLP preprocessing package for clinical notes sentence boundary detection, tokenization☆32Updated last year
- Medical Concept Annotation Tool☆511Updated 2 months ago