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Large scale performance analysis of distributed deep learning frameworks for convolutional neural networks

Journal of big data, 2023-12, Vol.10 (1), p.96-23, Article 96

2023

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Attitudes and perception of artificial intelligence in healthcare: A cross-sectional survey among patients

Digital health, 2022, Vol.8, p.205520762211167-20552076221116772

2022

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Analysis of Chest X-ray for COVID-19 Diagnosis as a Use Case for an HPC-Enabled Data Analysis and Machine Learning Platform for Medical Diagnosis Support

Diagnostics (Basel), 2023-01, Vol.13 (3), p.391

2023

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Prediction of Head Related Transfer Functions Using Machine Learning Approaches

Acoustics (Basel, Switzerland), 2023-03, Vol.5 (1), p.254-267

2023

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Developing an Artificial Intelligence-Based Representation of a Virtual Patient Model for Real-Time Diagnosis of Acute Respiratory Distress Syndrome

Diagnostics (Basel), 2023-06, Vol.13 (12), p.2098

2023

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Developing a latent space to describe full-sphere head-related transfer functions

The Journal of the Acoustical Society of America, 2022-10, Vol.152 (4), p.A186-A186

2022

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A deep learning-based surrogate of a physiology simulator for diagnosis support in the ICU

Journal of critical care, 2024-06, Vol.81, p.154549, Article 154549

2024

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Design and manufacture of synthetic pinnæ for studying head-related transfer functions

The Journal of the Acoustical Society of America, 2022-04, Vol.151 (4), p.A220-A221

2022

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Future Medical Artificial Intelligence Application Requirements and Expectations of Physicians in German University Hospitals: Web-Based Survey

Journal of medical Internet research, 2021-03, Vol.23 (3), p.e26646

2021

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Development of a machine learning model for prediction of the duration of unassisted spontaneous breathing in patients during prolonged weaning from mechanical ventilation

Journal of critical care, 2024-08, Vol.82, p.154795-154795, Article 154795

2024

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Iceland wind farm assessment case study and development: An empirical data from wind and wind turbine

Cleaner Energy Systems, 2023-04, Vol.4, p.100058, Article 100058

2023

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Authors’ response: “Development of a machine learning model for prediction of the duration of unassisted spontaneous breathing in patients during prolonged weaning from mechanical ventilation”

Journal of critical care, 2024-10, Vol.83, p.154850, Article 154850

2024

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Numerical Investigation on the Acceleration Vibration Response of Linear Actuator

OAlib (Online), 2022, Vol.9 (4), p.1-7

2022

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A Practical Approach for Estimating the Optimum Tilt Angle of a Photovoltaic Panel for a Long Period—Experimental Recorded Data

Solar, 2021-11, Vol.1 (1), p.41-51

2021

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Towards Federated Service Discovery and Identity Management in Collaborative Data and Compute Cloud Infrastructures

Journal of grid computing, 2018-12, Vol.16 (4), p.663-681

2018

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Scientific workflows applied to the coupling of a continuum ice dynamic model

Geoscientific model development, 2019-07, Vol.12 (7)

2019

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A scalable pipeline to create synthetic datasets from functional–structural plant models for deep learning

in silico plants, 2024-01, Vol.6 (1)

2024

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Algorithmic surveillance of I CU patients with acute respiratory distress syndrome (ASIC): protocol for a multicentre stepped-wedge cluster randomised quality improvement strategy

BMJ open, 2021-04, Vol.11 (4), p.e045589

2021

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Grid Interoperability for e-Research

Journal of grid computing, 2009-09, Vol.7 (3), p.285-286

2009

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Algorithmic surveillance of ICU patients with acute respiratory distress syndrome (ASIC): protocol for a multicentre stepped-wedge cluster randomised quality improvement strategy

BMJ open, 2021-04, Vol.11 (4), p.e045589-e045589

2021

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JUWELS Booster – A Supercomputer for Large-Scale AI Research

High Performance Computing, p.453-468

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Enabling Interactive Supercomputing at JSC Lessons Learned

High Performance Computing, p.669-677

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On Scalable Data Mining Techniques for Earth Science

Procedia computer science, 2015, Vol.51, p.2188-2197

2015

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Automatic water mixing event identification in the Koljö fjord observatory data

International Journal of Data Science and Analytics, 2019-02, Vol.7 (1), p.67-79

2019

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Enabling Scalable Data Processing and Management through Standards-based Job Execution and the Global Federated File System

Scalable Computing. Practice and Experience, 2016-06, Vol.17 (2)

2016

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Large scale performance analysis of distributed deep learning frameworks for convolutional neural networks

Attitudes and perception of artificial intelligence in healthcare: A cross-sectional survey among patients

Analysis of Chest X-ray for COVID-19 Diagnosis as a Use Case for an HPC-Enabled Data Analysis and Machine Learning Platform for Medical Diagnosis Support

Prediction of Head Related Transfer Functions Using Machine Learning Approaches

Developing an Artificial Intelligence-Based Representation of a Virtual Patient Model for Real-Time Diagnosis of Acute Respiratory Distress Syndrome

Developing a latent space to describe full-sphere head-related transfer functions

A deep learning-based surrogate of a physiology simulator for diagnosis support in the ICU

Design and manufacture of synthetic pinnæ for studying head-related transfer functions

Future Medical Artificial Intelligence Application Requirements and Expectations of Physicians in German University Hospitals: Web-Based Survey

Development of a machine learning model for prediction of the duration of unassisted spontaneous breathing in patients during prolonged weaning from mechanical ventilation

Iceland wind farm assessment case study and development: An empirical data from wind and wind turbine

Authors’ response: “Development of a machine learning model for prediction of the duration of unassisted spontaneous breathing in patients during prolonged weaning from mechanical ventilation”

Numerical Investigation on the Acceleration Vibration Response of Linear Actuator

A Practical Approach for Estimating the Optimum Tilt Angle of a Photovoltaic Panel for a Long Period—Experimental Recorded Data

Towards Federated Service Discovery and Identity Management in Collaborative Data and Compute Cloud Infrastructures

Scientific workflows applied to the coupling of a continuum ice dynamic model

A scalable pipeline to create synthetic datasets from functional–structural plant models for deep learning

Algorithmic surveillance of I CU patients with acute respiratory distress syndrome (ASIC): protocol for a multicentre stepped-wedge cluster randomised quality improvement strategy

Grid Interoperability for e-Research

Algorithmic surveillance of ICU patients with acute respiratory distress syndrome (ASIC): protocol for a multicentre stepped-wedge cluster randomised quality improvement strategy

JUWELS Booster – A Supercomputer for Large-Scale AI Research

Enabling Interactive Supercomputing at JSC Lessons Learned

On Scalable Data Mining Techniques for Earth Science

Automatic water mixing event identification in the Koljö fjord observatory data

Enabling Scalable Data Processing and Management through Standards-based Job Execution and the Global Federated File System

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