A customizable pipeline for multimodal data extraction from MIMIC-IV!
multilabel classification of EHR notes
📰 High-performance tool for negation and uncertainty detection in radiology reports
A new collection of 1.7k doctor-patient conversations and corresponding clinical notes/summaries.
Predicting ICD Codes from Clinical Notes
MEDIQA-Chat Shared Tasks @ ACL-ClinicalNLP 2023
BERT for TCM clinical records classification. JAMIA 2019
Fact Verification for Clinical Notes with LLMs
A Multimodal Transformer: Fusing Clinical Notes With Structured EHR Data for Interpretable In-Hospital Mortality Prediction
Learning from Discharge Summaries to extract mentioned diagnoses using Hierarchical Attention Model
Implementation of Deep Patient Representation of Clinical Notes at Intensive Care Unit for Multi-Task Prediction
Rare disease identification from free-text clinical notes with ontologies and weak supervision
Extracting Patients' information from clinical notes and export them to an OMOP CDM database.
Discovering Related Clinical Concepts using Large Amounts of Clinical Notes. An unsupervised graphical approach to mine related concepts by leveraging the volume within large amounts of clinical notes.
An Interactive Tool for Natural Language Processing on Clinical Text
GERNERMED is the first open neural NER model for medical entities designed for German data.
An Interactive Tool for Natural Language Processing on Clinical Text
An AI, Machine Learning and Blockchain based healthcare ecosystem that predicts health outcome, divulges users' and environmental health risk; mitigates illicit drug use.
GPTNERMED is a language model-generated, synthetic dataset and an open neural NER model for medical entities designed for German data.
Open-source dental practice management — multi-room agenda, patient charts, treatment plans, clinical notes, billing.
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