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Kernel Approximation on a Quantum Annealer for Remote Sensing Regression Tasks

IEEE journal of selected topics in applied earth observations and remote sensing, 2024-01, Vol.17, p.1-9

2024

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Leading-Edge Erosion and Floating Particles: Stagnation Point Simulation in Particle-Laden Turbulent Flow via Lagrangian Particle Tracking

Machines (Basel), 2023-05, Vol.11 (5), p.566

2023

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A Single-Step Multiclass SVM Based on Quantum Annealing for Remote Sensing Data Classification

IEEE journal of selected topics in applied earth observations and remote sensing, 2024, Vol.17, p.1434-1445

2024

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A High-Performance Multispectral Adaptation GAN for Harmonizing Dense Time Series of Landsat-8 and Sentinel-2 Images

IEEE journal of selected topics in applied earth observations and remote sensing, 2021, Vol.14, p.10134-10146

2021

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

Journal of critical care, 2024-06, Vol.81

2024

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Toward the Production of Spatiotemporally Consistent Annual Land Cover Maps Using Sentinel-2 Time Series

IEEE geoscience and remote sensing letters, 2023, Vol.20, p.1-5

2023

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Quantum SVR for Chlorophyll Concentration Estimation in Water With Remote Sensing

IEEE geoscience and remote sensing letters, 2022, Vol.19, p.1-5

2022

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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, 2024-03, p.154795-154795, Article 154795

2024

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Cloud Deep Networks for Hyperspectral Image Analysis

IEEE transactions on geoscience and remote sensing, 2019-12, Vol.57 (12), p.9832-9848

2019

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On Understanding Big Data Impacts in Remotely Sensed Image Classification Using Support Vector Machine Methods

IEEE journal of selected topics in applied earth observations and remote sensing, 2015-10, Vol.8 (10), p.4634-4646

2015

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Parallel Computation of Component Trees on Distributed Memory Machines

IEEE transactions on parallel and distributed systems, 2018-11, Vol.29 (11), p.2582-2598

2018

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Remote Sensing Big Data Classification with High Performance Distributed Deep Learning

Remote sensing (Basel, Switzerland), 2019-12, Vol.11 (24), p.3056

2019

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Exploration of machine learning methods for the classification of infrared limb spectra of polar stratospheric clouds

Atmospheric measurement techniques, 2020-07, Vol.13 (7), p.3661-3682

2020

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Scientific workflows applied to the coupling of a continuum (Elmer v8.3) and a discrete element (HiDEM v1.0) ice dynamic model

Geoscientific Model Development, 2019-07, Vol.12 (7), p.3001-3015

2019

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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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JUWELS Booster – A Supercomputer for Large-Scale AI Research

High Performance Computing, p.453-468

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Benchmarking of Integrated OGSA-BES with the Grid Middleware

Euro-Par 2008 Workshops - Parallel Processing, 2009, p.113-122

2009

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Using SAML-Based VOMS for Authorization within Web Services-Based UNICORE Grids

Euro-Par 2007 Workshops: Parallel Processing, p.112-120

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Prevalence of Lymphedema in Women With Breast Cancer 5 Years After Sentinel Lymph Node Biopsy or Axillary Dissection: Objective Measurements

Journal of clinical oncology, 2008-11, Vol.26 (32), p.5213-5219

2008

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Prevalence of Lymphedema in Women With Breast Cancer 5 Years After Sentinel Lymph Node Biopsy or Axillary Dissection: Patient Perceptions and Precautionary Behaviors

Journal of clinical oncology, 2008-11, Vol.26 (32), p.5220-5226

2008

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A pilot study evaluating predictors of postoperative outcomes after major abdominal surgery: physiological capacity compared with the ASA physical status classification system

British journal of anaesthesia : BJA, 2010-04, Vol.104 (4), p.465-471

2010

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Revision Distal Femoral Arthroplasty With the Compress® Prosthesis Has a Low Rate of Mechanical Failure at 10 Years

Clinical orthopaedics and related research, 2016-02, Vol.474 (2), p.528-536

2016

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Kernel Approximation on a Quantum Annealer for Remote Sensing Regression Tasks

Leading-Edge Erosion and Floating Particles: Stagnation Point Simulation in Particle-Laden Turbulent Flow via Lagrangian Particle Tracking

A Single-Step Multiclass SVM Based on Quantum Annealing for Remote Sensing Data Classification

A High-Performance Multispectral Adaptation GAN for Harmonizing Dense Time Series of Landsat-8 and Sentinel-2 Images

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

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

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

Toward the Production of Spatiotemporally Consistent Annual Land Cover Maps Using Sentinel-2 Time Series

Quantum SVR for Chlorophyll Concentration Estimation in Water With Remote Sensing

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

Cloud Deep Networks for Hyperspectral Image Analysis

On Understanding Big Data Impacts in Remotely Sensed Image Classification Using Support Vector Machine Methods

Parallel Computation of Component Trees on Distributed Memory Machines

Remote Sensing Big Data Classification with High Performance Distributed Deep Learning

Exploration of machine learning methods for the classification of infrared limb spectra of polar stratospheric clouds

Scientific workflows applied to the coupling of a continuum (Elmer v8.3) and a discrete element (HiDEM v1.0) ice dynamic model

Enabling Interactive Supercomputing at JSC Lessons Learned

On Scalable Data Mining Techniques for Earth Science

JUWELS Booster – A Supercomputer for Large-Scale AI Research

Benchmarking of Integrated OGSA-BES with the Grid Middleware

Using SAML-Based VOMS for Authorization within Web Services-Based UNICORE Grids

Prevalence of Lymphedema in Women With Breast Cancer 5 Years After Sentinel Lymph Node Biopsy or Axillary Dissection: Objective Measurements

Prevalence of Lymphedema in Women With Breast Cancer 5 Years After Sentinel Lymph Node Biopsy or Axillary Dissection: Patient Perceptions and Precautionary Behaviors

A pilot study evaluating predictors of postoperative outcomes after major abdominal surgery: physiological capacity compared with the ASA physical status classification system

Revision Distal Femoral Arthroplasty With the Compress® Prosthesis Has a Low Rate of Mechanical Failure at 10 Years

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