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Privacy-Preserving Weighted Federated Learning Within the Secret Sharing Framework

IEEE access, 2020, Vol.8, p.198275-198284

2020

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Deep Neural Network Augments Performance of Junior Residents in Diagnosing COVID-19 Pneumonia on Chest Radiographs

Diagnostics (Basel), 2023-04, Vol.13 (8), p.1397

2023

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Trajectories of reported sleep duration associate with early childhood cognitive development

Sleep (New York, N.Y.), 2023-02, Vol.46 (2), p.1

2023

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Uncertainty-inspired open set learning for retinal anomaly identification

Nature communications, 2023-10, Vol.14 (1), p.6757-6757, Article 6757

2023

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When quantum annealing meets multitasking: Potentials, challenges and opportunities

Array (New York), 2023-03, Vol.17, p.100282, Article 100282

2023

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FedUKD: Federated UNet Model with Knowledge Distillation for Land Use Classification from Satellite and Street Views

Electronics (Basel), 2023-02, Vol.12 (4), p.896

2023

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Associations between sleep trajectories up to 54 months and cognitive school readiness in 4 year old preschool children

Frontiers in psychology, 2023-03, Vol.14, p.1136448-1136448

2023

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CE-Fed: Communication efficient multi-party computation enabled federated learning

Array (New York), 2022-09, Vol.15, p.100207, Article 100207

2022

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IMPLEMENTATION OF THE FDTD METHOD BASED ON LORENTZ-DRUDE DISPERSIVE MODEL ON GPU FOR PLASMONICS APPLICATIONS

Electromagnetic waves (Cambridge, Mass.), 2011, Vol.116, p.441-456

2011

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Federated machine learning in healthcare: A systematic review on clinical applications and technical architecture

Cell reports. Medicine, 2024-03, Vol.5 (3), p.101481, Article 101481

2024

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A Network-Based Impact Measure for Propagated Losses in a Supply Chain Network Consisting of Resilient Components

Complexity (New York, N.Y.), 2018-01, Vol.2018 (2018), p.1-13

2018

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mHealth App to Facilitate Remote Care for Patients With COVID-19: Rapid Development of the DrCovid+ App

JMIR formative research, 2023-02, Vol.7, p.e38555-e38555

2023

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Development and testing of a multi-lingual Natural Language Processing-based deep learning system in 10 languages for COVID-19 pandemic crisis: A multi-center study

Frontiers in public health, 2023-02, Vol.11, p.1063466-1063466

2023

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A five-safes approach to a secure and scalable genomics data repository

iScience, 2023-04, Vol.26 (4), p.106546-106546, Article 106546

2023

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Leveraging social networking sites for disease surveillance and public sensing: the case of the 2013 avian influenza A(H7N9) outbreak in China

Western Pacific surveillance and response journal, 2015-04, Vol.6 (2), p.66-72

2015

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Large-Scale Whole-Genome Sequencing of Three Diverse Asian Populations in Singapore

Cell, 2019-10, Vol.179 (3), p.736-749.e15

2019

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Component-based design for adaptive large-scale infectious disease simulation

Procedia computer science, 2010, Vol.1 (1), p.535-544

2010

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A System-Level Simulator for RRAM-Based Neuromorphic Computing Chips

ACM transactions on architecture and code optimization, 2019-01, Vol.15 (4), p.1-24

2019

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Retinal photograph-based deep learning algorithms for myopia and a blockchain platform to facilitate artificial intelligence medical research: a retrospective multicohort study

The Lancet. Digital health, 2021-05, Vol.3 (5), p.e317-e329

2021

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Federated machine learning in healthcare: A systematic review on clinical applications and technical architecture

Cell reports. Medicine, 2024-02, Vol.5 (2), p.101419, Article 101419

2024

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MarineMAS: A multi-agent framework to aid design, modelling, and evaluation of autonomous shipping systems

Journal of international maritime safety, environmental affairs, and shipping, 2019-02, Vol.2 (2), p.43-57

2019

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On centripetal flows of entities in scale-free networks with nodes of finite capability

Complexity (New York, N.Y.), 2015-09, Vol.21 (1), p.283-295

2015

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A Study on Relationship between Modularity and Diffusion Dynamics in Networks from Spectral Analysis Perspective

International journal of advanced computer science & applications, 2014-01, Vol.5 (9)

2014

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Understanding Natural Disasters as Risks in Supply Chain Management through Web Data Analysis

International journal of computer and communication engineering, 2015-03, Vol.4 (2), p.126-133

2015

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Understanding Natural Disasters as Risks in Supply Chain Management through Web Data Analysis

International journal of computer and communication engineering, 2015, Vol.4 (2), p.126-133

2015

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Privacy-Preserving Weighted Federated Learning Within the Secret Sharing Framework

Deep Neural Network Augments Performance of Junior Residents in Diagnosing COVID-19 Pneumonia on Chest Radiographs

Trajectories of reported sleep duration associate with early childhood cognitive development

Uncertainty-inspired open set learning for retinal anomaly identification

When quantum annealing meets multitasking: Potentials, challenges and opportunities

FedUKD: Federated UNet Model with Knowledge Distillation for Land Use Classification from Satellite and Street Views

Associations between sleep trajectories up to 54 months and cognitive school readiness in 4 year old preschool children

CE-Fed: Communication efficient multi-party computation enabled federated learning

IMPLEMENTATION OF THE FDTD METHOD BASED ON LORENTZ-DRUDE DISPERSIVE MODEL ON GPU FOR PLASMONICS APPLICATIONS

Federated machine learning in healthcare: A systematic review on clinical applications and technical architecture

A Network-Based Impact Measure for Propagated Losses in a Supply Chain Network Consisting of Resilient Components

mHealth App to Facilitate Remote Care for Patients With COVID-19: Rapid Development of the DrCovid+ App

Development and testing of a multi-lingual Natural Language Processing-based deep learning system in 10 languages for COVID-19 pandemic crisis: A multi-center study

A five-safes approach to a secure and scalable genomics data repository

Leveraging social networking sites for disease surveillance and public sensing: the case of the 2013 avian influenza A(H7N9) outbreak in China

Large-Scale Whole-Genome Sequencing of Three Diverse Asian Populations in Singapore

Component-based design for adaptive large-scale infectious disease simulation

A System-Level Simulator for RRAM-Based Neuromorphic Computing Chips

Retinal photograph-based deep learning algorithms for myopia and a blockchain platform to facilitate artificial intelligence medical research: a retrospective multicohort study

Federated machine learning in healthcare: A systematic review on clinical applications and technical architecture

MarineMAS: A multi-agent framework to aid design, modelling, and evaluation of autonomous shipping systems

On centripetal flows of entities in scale-free networks with nodes of finite capability

A Study on Relationship between Modularity and Diffusion Dynamics in Networks from Spectral Analysis Perspective

Understanding Natural Disasters as Risks in Supply Chain Management through Web Data Analysis

Understanding Natural Disasters as Risks in Supply Chain Management through Web Data Analysis

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