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Health-ATM: A Deep Architecture for Multifaceted Patient …

Leveraging massive electronic health records (EHR) brings tremendous promises to advance clinical and pre-cision medicine informatics research. … See more

Actived: 7 days ago

URL: https://epubs.siam.org/doi/pdf/10.1137/1.9781611975321.30

Data Clustering: Theory, Algorithms, and Applications SIAM

WEB20.1 The STL. The STL is a C++ library of container classes, algorithms, and iterators, which provides many of the basic algorithms and data structures of computer science. …

Category:  Health Go Health

Hypergraph Contrastive Learning for Electronic Health Records

WEBAbstract Electronic Health Records (EHR) is the repository of patients' involved medical codes in the hospital, including diagnosis codes, medication codes, procedure codes, …

Category:  Medical Go Health

Learning Robust Patient Representations from Multi-modal …

WEBLearning Robust Patient Representations from Multi-modal Electronic Health Records: A Supervised Deep Learning Approach Xianli Zhang ∗Buyue Qian † Yang Li Yang Liu Xi …

Category:  Health Go Health

Risk Prediction with Electronic Health Records: A Deep Learning

WEBRisk Prediction with Electronic Health Records: A Deep Learning Approach Yu Cheng∗ Fei Wang† Ping Zhang∗ Jianying Hu∗ Abstract The recent years have witnessed a surge of …

Category:  Health Go Health

Scientific Computing SIAM Publications Library

WEBIt presents a broad overview of methods and software for solving mathematical problems arising in computational modeling and data analysis, including proper problem …

Category:  Health Go Health

Proceedings of the 2021 SIAM International Conference on Data …

WEBAbstract Predicting patients' future outcomes by analyzing Electronic health records (EHRs) is a hot topic in machine learning. The key challenge in this area is how …

Category:  Health Go Health

Hypergraph Contrastive Learning for Electronic Health Records

WEBHypergraph Contrastive Learning for Electronic Health Records Derun Cai ∗†Chenxi Sun Moxian Song Baofeng Zhang∗† Shenda Hong‡§¶ Hongyan Li∗†¶ Abstract Electronic …

Category:  Health Go Health

Proceedings of the 2018 SIAM International Conference on Data …

WEBAbstract Leveraging massive electronic health records (EHR) brings tremendous promises to advance clinical and precision medicine informatics research. …

Category:  Medicine Go Health

Proceedings of the 2016 SIAM International Conference on Data …

WEBThe recent years have witnessed a surge of interests in data analytics with patient Electronic Health Records (EHR). Data-driven healthcare, which aims at effective …

Category:  Health Go Health

Rare Disease Prediction by Generating Quality-Assured …

WEBRare Disease Prediction by Generating Quality-Assured Electronic Health Records∗ Fenglong Ma † Yaqing Wang ‡ Jing Gao§ Houping Xiao¶ Jing Zhouƒ Abstract …

Category:  Health Go Health

Effects of Asymptomatic Infections on the Spatial Spread of …

WEBAsymptomatic infection and transmission are common for quite a few directly or indirectly transmitted diseases such as COVID-19, cholera, and Zika fever. In this paper, we …

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A Stochastic Differential Equation SIS Epidemic Model

WEBIn this paper we extend the classical susceptible-infected-susceptible epidemic model from a deterministic framework to a stochastic one and formulate it as a …

Category:  Health Go Health

Applied Numerical Linear Algebra SIAM Publications Library

WEBDesigned for use by first-year graduate students from a variety of engineering and scientific disciplines, this comprehensive textbook covers the solution of linear systems, least …

Category:  Health Go Health

Fast Alternating Direction Optimization Methods SIAM Journal on

WEBAlternating direction methods are a common tool for general mathematical programming and optimization. These methods have become particularly important in the field of …

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The Mathematics of Infectious Diseases SIAM Review

WEBGet full access to this article. View all available purchase options and get full access to this article.

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A Vaccination Model for Transmission Dynamics of Influenza

WEBDespite the availability of preventive vaccines and public health vaccination programs, influenza inflicts substantial morbidity, mortality, and socio-economic costs …

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Equitable Allocation of Healthcare Resources with Fair Survival …

WEBTo the best of our knowledge, this is the rst investigation on fairness for survival models to ensure equitable allocation of healthcare resources. The main contributions of this work …

Category:  Health Go Health

Can Pathogen Spread Keep Pace with its Host Invasion

WEBWe consider the Fisher-KPP equation in a wavelike shifting environment for which the wave profile of the environment is given by a monotonically decreasing function changing …

Category:  Health Go Health

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