Tsui Laboratory Publications

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Below is a list of recent publications and presentations from the Tsui Lab.

Using dual transformers for multi-task, multi-label token classification (MTML-BERT) to extract social determinants of health from clinical notes
2022 National NLP Clinical Challenges (n2c2) Shared Task and Workshop · November, 2022
Evaluating Deterioration Prediction, Usability, and Impact of a Clinical Artificial Intelligence System: Real-time Intensive Care Warning INdex System (I-WIN) Using EHR and Bedside Monitor Data
AI Showcase Stage III, American Medical Informatics Association (AMIA) Annual Symposium, AI Evaluation Showcase-Stage III · November, 2022
Prediction of return of spontaneous circulation using physiological waveforms during cardiopulmonary resuscitation in a pediatric experimental model of cardiac arrest: a machine learning pilot study
nternational Conference on Intelligent Biology and Medicine · August, 2022
Inter-annotator agreement is not the ceiling of machine learning performance: Evidence from a comprehensive set of simulations
Proceedings of the 21st Workshop on Biomedical Language Processing Page · May, 2022
Usability and workflow evaluation of the Intensive care Warning INdex system (I-WIN) for early prediction of clinical deterioration and intervention
AI Showcase Stage II, American Medical Informatics Association (AMIA) Clinical Informatics Conference · May, 2022
I-WIN: an Intensive care Warning INdex System for Early Prediction of Clinical Deterioration and Intervention using Data-driven Machine Learning Modeling of Electronic Health Record Data
AI Showcase Stage I, American Medical Informatics Association 2022 Informatics Summit · March, 2022
Design and deployment of a real-time AI-based telehealth system for deterioration prediction of critical-care patients in a large children's hospital
AMIA Symposium · November, 2020
Automated Diagnostic Coding from Clinical Notes Using Attention-Augmented Recurrent Convolutional Neural Networks
AMIA Symposium · November, 2020