Code Synonyms Do Matter: Multiple Synonyms Matching Network for Automatic ICD Coding [ACL 2022]
☆56Aug 6, 2022Updated 3 years ago
Alternatives and similar repositories for ICD-MSMN
Users that are interested in ICD-MSMN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- auto icd coding with prompt☆49May 7, 2024Updated 2 years ago
- A Label Attention Model for ICD Coding from Clinical Text☆74Aug 4, 2022Updated 3 years ago
- multilabel classification of EHR notes☆308Jul 21, 2020Updated 6 years ago
- Efficient Symptom Inquiring and Diagnosis via Adaptive Alignment of Reinforcement Learning and Classification [AI in Medicine Journal]☆14May 20, 2022Updated 4 years ago
- Multi-Filter Residual Convolutional Neural Network for Text Classification☆51Mar 31, 2021Updated 5 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- ☆48Jun 9, 2023Updated 3 years ago
- CODER: Knowledge infused cross-lingual medical term embedding for term normalization. [JBI, ACL-BioNLP 2022]☆80Jun 28, 2022Updated 4 years ago
- A collection of papers on automated medical coding from free-texts☆153Dec 21, 2024Updated last year
- Predicting ICD Codes from Clinical Notes☆65Sep 11, 2020Updated 5 years ago
- We evaluate many models used for biomedical and clinical nlp tasks, and train new models that perform much better.☆164Jul 29, 2021Updated 4 years ago
- CHIP2020 Task 3 术语标准化任务☆31Oct 23, 2020Updated 5 years ago
- Source code for ACL 2021 paper "Automatic ICD Coding via Interactive Shared Representation Networks with Self-distillation Mechanism"☆14Jun 1, 2021Updated 5 years ago
- An Empirical Study on Large-Scale Multi-Label Text Classification including Few and Zero-Shot Labels☆19Jul 24, 2023Updated 3 years ago
- Implementation and demo of explainable coding of clinical notes with Hierarchical Label-wise Attention Networks (HLAN)☆66Jul 15, 2022Updated 4 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Improving Biomedical Pretrained Language Models with Knowledge [BioNLP 2021]☆65Feb 6, 2023Updated 3 years ago
- ICD-BERT: Multi-label Classification of ICD-10 Codes with BERT (CLEF 2019)☆76Mar 12, 2023Updated 3 years ago
- Fusing Heterogeneous Factors with Triaffine Mechanism for Nested Named Entity Recognition [ACL 2022 Findings]☆44Feb 21, 2023Updated 3 years ago
- Source codes and datasets for How well do Large Language Models perform in Arithmetic tasks?☆57Apr 17, 2023Updated 3 years ago
- AAAI-23 paper: Context-aware Safe Medication Recommendations with Molecular Graph and DDI Graph Embedding☆19Nov 11, 2025Updated 8 months ago
- ☆31Mar 18, 2026Updated 4 months ago
- HyPe: Better Pre-trained Language Model Fine-tuning with Hidden Representation Perturbation [ACL 2023]☆14Jul 11, 2023Updated 3 years ago
- A Python Natural Language Processing Toolkit for Electronic Health Record Texts☆13May 24, 2023Updated 3 years ago
- ☆64Jul 4, 2023Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- 用于医疗的ner任务☆17Aug 8, 2020Updated 5 years ago
- PMC-Patients☆113Jun 7, 2024Updated 2 years ago
- ☆12Jun 23, 2023Updated 3 years ago
- Python ICD9 library☆13May 6, 2015Updated 11 years ago
- [NAACL'21 & ACL'21] SapBERT: Self-alignment pretraining for BERT & XL-BEL: Cross-Lingual Biomedical Entity Linking.☆232Apr 28, 2023Updated 3 years ago
- Cross-domain data integration for named entity disambiguation in biomedical text☆11Dec 15, 2021Updated 4 years ago
- Rare disease identification from free-text clinical notes with ontologies and weak supervision☆32May 6, 2023Updated 3 years ago
- ☆11Jun 1, 2021Updated 5 years ago
- Text Diffusion Model with Encoder-Decoder Transformers for Sequence-to-Sequence Generation [NAACL 2024]☆99Aug 17, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Medical reasoning using large language models☆94Jan 9, 2024Updated 2 years ago
- Code Repository for the EMCL-PKDD 2021 "Multitask Recalibrated Aggregation Network for Medical Code Prediction)☆13Sep 7, 2021Updated 4 years ago
- Deep Generative Modelling of Patient Timelines using Electronic Health Records☆76Jun 17, 2025Updated last year
- ☆17Aug 12, 2024Updated last year
- python library for graphical and continuous representations of ICD9 and ICD10 codes☆42Jan 1, 2026Updated 6 months ago
- Minimum Description Length probing for neural network representations☆20Jan 28, 2025Updated last year
- This repository is a PyTorch implementation of our NeurIPS 2022 paper "Debiased, Longitudinal and Coordinated Drug Recommendation through…☆43May 4, 2023Updated 3 years ago