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Health-ATM: A Deep Architecture for Multifaceted …

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

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

Risk Prediction with Electronic Health Records: A …

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

Hypergraph Contrastive Learning for Electronic Health …

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

Proceedings of the 2021 SIAM International Conference …

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

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 2018 SIAM International Conference …

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

Category:  Medicine Go Health

Rare Disease Prediction by Generating Quality …

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

Global Results for an Epidemic Model with Vaccination …

WEBVaccination of both newborns and susceptibles is included in a transmission model for a disease that confers immunity. The interplay of the vaccination strategy together with the …

Category:  Health Go Health

Proceedings of the 2016 SIAM International Conference …

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

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

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

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 …

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

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

An Age-Structured Model for the Transmission Dynamics of …

WEBHepatitis B virus (HBV) infection is endemic in many parts of the world. One of the characteristics of HBV transmission is the age structure of the host population. In this …

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 …

Category:  Health Go Health

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.

Category:  Health Go Health

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

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