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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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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, 2024-06, p.154850

2024

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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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Turbulent Flow Prediction-Simulation: Strained Flow with Initial Isotropic Condition Using a GRU Model Trained by an Experimental Lagrangian Framework, with Emphasis on Hyperparameter Optimization

Fluids (Basel), 2024-04, Vol.9 (4), p.84

2024

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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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Wind Velocity and Forced Heat Transfer Model for Photovoltaic Module

Fluids (Basel), 2024-01, Vol.9 (1), p.17

2024

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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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Short Paper: Accelerating Hyperparameter Optimization Algorithms with Mixed Precision

Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, Network, Storage, and Analysis, 2023, p.1776-1779

2023

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Buckling Assessment in the Dynamics Mechanisms, Stewart Platform Case Study: In the Context of Loads and Joints, Deflection Positions Gradient

Computation, 2023-11, Vol.11 (11), p.227

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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Systematic reviews and consensus definitions for the Standardised Endpoints in Perioperative Medicine (StEP) initiative: mortality, morbidity, and organ failure

British journal of anaesthesia : BJA, 2023-04, Vol.130 (4), p.404-411

2023

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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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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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Prevalence of HIV drug resistance in Nigeria: results from a cross-sectional, population-based survey of Nigerian adults with unsuppressed viral load

AIDS (London), 2023-02, Vol.37 (2), p.333-339

2023

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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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Adaptive multi-tier intelligent data manager for Exascale

Proceedings of the 20th ACM International Conference on Computing Frontiers, 2023, p.285-290

2023

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Deep Learning Forecasts a Strained Turbulent Flow Velocity Field in Temporal Lagrangian Framework: Comparison of LSTM and GRU

Fluids (Basel), 2022-11, Vol.7 (11), p.344

2022

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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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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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Implicit Equation for Photovoltaic Module Temperature and Efficiency via Heat Transfer Computational Model

Thermo, 2022-03, Vol.2 (1), p.39-55

2022

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

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"

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

Turbulent Flow Prediction-Simulation: Strained Flow with Initial Isotropic Condition Using a GRU Model Trained by an Experimental Lagrangian Framework, with Emphasis on Hyperparameter Optimization

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

Wind Velocity and Forced Heat Transfer Model for Photovoltaic Module

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

Short Paper: Accelerating Hyperparameter Optimization Algorithms with Mixed Precision

Buckling Assessment in the Dynamics Mechanisms, Stewart Platform Case Study: In the Context of Loads and Joints, Deflection Positions Gradient

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

Systematic reviews and consensus definitions for the Standardised Endpoints in Perioperative Medicine (StEP) initiative: mortality, morbidity, and organ failure

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

Prediction of Head Related Transfer Functions Using Machine Learning Approaches

Prevalence of HIV drug resistance in Nigeria: results from a cross-sectional, population-based survey of Nigerian adults with unsuppressed viral load

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

Adaptive multi-tier intelligent data manager for Exascale

Deep Learning Forecasts a Strained Turbulent Flow Velocity Field in Temporal Lagrangian Framework: Comparison of LSTM and GRU

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

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

Implicit Equation for Photovoltaic Module Temperature and Efficiency via Heat Transfer Computational Model

Numerical Investigation on the Acceleration Vibration Response of Linear Actuator

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

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

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

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

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