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09/15/2023
Deep Reinforcement Learning for Efficient and Fair Allocation of Health Care Resources
Scarcity of health care resources could result in the unavoidable conseq...
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02/20/2023
Deep Reinforcement Learning for Cost-Effective Medical Diagnosis
Dynamic diagnosis is desirable when medical tests are costly or time-con...
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01/27/2023
A Comparative Study of Pretrained Language Models for Long Clinical Text
Objective: Clinical knowledge enriched transformer models (e.g., Clinica...
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07/05/2022
Deep Learning Reveals Patterns of Diverse and Changing Sentiments Towards COVID-19 Vaccines Based on 11 Million Tweets
Over 12 billion doses of COVID-19 vaccines have been administered at the...
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04/10/2022
Multimodal Machine Learning in Precision Health
As machine learning and artificial intelligence are more frequently bein...
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01/27/2022
Clinical-Longformer and Clinical-BigBird: Transformers for long clinical sequences
Transformers-based models, such as BERT, have dramatically improved the ...
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12/15/2021
Disparities in Social Determinants among Performances of Mortality Prediction with Machine Learning for Sepsis Patients
Background Sepsis is one of the most life-threatening circumstances for ...
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11/09/2021
Early Prediction of Mortality in Critical Care Setting in Sepsis Patients Using Structured Features and Unstructured Clinical Notes
Sepsis is an important cause of mortality, especially in intensive care ...
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09/03/2020
A Comparison of Pre-trained Vision-and-Language Models for Multimodal Representation Learning across Medical Images and Reports
Joint image-text embedding extracted from medical images and associated ...
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07/22/2019
BEHRT: Transformer for Electronic Health Records
Today, despite decades of developments in medicine and the growing inter...
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07/19/2019
Learning Multimorbidity Patterns from Electronic Health Records Using Non-negative Matrix Factorisation
Multimorbidity, or the presence of several medical conditions in the sam...
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03/20/2019
Performance Measurement for Deep Bayesian Neural Network
Deep Bayesian neural network has aroused a great attention in recent yea...
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11/07/2018