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05/09/2023
Predicting Cardiovascular Disease Risk using Photoplethysmography and Deep Learning
Cardiovascular diseases (CVDs) are responsible for a large proportion of...
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09/03/2022
Machine learning for dynamically predicting the onset of renal replacement therapy in chronic kidney disease patients using claims data
Chronic kidney disease (CKD) represents a slowly progressive disorder th...
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07/19/2022
Discovering novel systemic biomarkers in photos of the external eye
External eye photos were recently shown to reveal signs of diabetic reti...
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04/08/2022
Disability prediction in multiple sclerosis using performance outcome measures and demographic data
Literature on machine learning for multiple sclerosis has primarily focu...
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03/22/2022
Enabling faster and more reliable sonographic assessment of gestational age through machine learning
Fetal ultrasounds are an essential part of prenatal care and can be used...
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03/18/2022
AI system for fetal ultrasound in low-resource settings
Despite considerable progress in maternal healthcare, maternal and perin...
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02/02/2022
Maintaining fairness across distribution shift: do we have viable solutions for real-world applications?
Fairness and robustness are often considered as orthogonal dimensions wh...
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09/20/2021
R2D: Learning Shadow Removal to Enhance Fine-Context Shadow Detection
Current shadow detection methods perform poorly when detecting shadow re...
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05/16/2021
Deep learning for detecting pulmonary tuberculosis via chest radiography: an international study across 10 countries
Tuberculosis (TB) is a top-10 cause of death worldwide. Though the WHO r...
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01/16/2021
Predicting Hyperkalemia in the ICU and Evaluation of Generalizability and Interpretability
Hyperkalemia is a potentially life-threatening condition that can lead t...
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11/06/2020