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Acceleration of Hyperspectral Skin Cancer Image Classification through Parallel Machine-Learning Methods

Sensors (Basel, Switzerland), 2024-02, Vol.24 (5), p.1399

2024

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Diabetic macular edema with neuroretinal detachment: OCT and OCT-angiography biomarkers of treatment response to anti-VEGF and steroids

Acta diabetologica, 2020-03, Vol.57 (3), p.287-296

2020

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GPU-based key-frame selection of pulmonary ultrasound images to detect COVID-19

Journal of real-time image processing, 2024-08, Vol.21 (4), p.113, Article 113

2024

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Edge and cloud computing approaches in the early diagnosis of skin cancer with attention-based vision transformer through hyperspectral imaging

The Journal of supercomputing, 2024, Vol.80 (11), p.16368-16392

2024

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Deep Convolutional Generative Adversarial Networks to Enhance Artificial Intelligence in Healthcare: A Skin Cancer Application

Sensors (Basel, Switzerland), 2022-08, Vol.22 (16), p.6145

2022

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Spatial-Spectral Feature Extraction With Local Covariance Matrix From Hyperspectral Images Through Hybrid Parallelization

IEEE journal of selected topics in applied earth observations and remote sensing, 2023, Vol.16, p.7412-7421

2023

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Evaluation of Preprocessing Methods on Independent Medical Hyperspectral Databases to Improve Analysis

Sensors (Basel, Switzerland), 2022-11, Vol.22 (22), p.8917

2022

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Ambient assisted living for frail people through human activity recognition: state-of-the-art, challenges and future directions

Frontiers in neuroscience, 2023-10, Vol.17, p.1256682-1256682

2023

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Granular layEr Simulator: Design and Multi-GPU Simulation of the Cerebellar Granular Layer

Frontiers in computational neuroscience, 2021-03, Vol.15, p.630795-630795

2021

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Neural Networks-Based On-Site Dermatologic Diagnosis through Hyperspectral Epidermal Images

Sensors (Basel, Switzerland), 2022-09, Vol.22 (19), p.7139

2022

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Towards Real-Time Computing of Intraoperative Hyperspectral Imaging for Brain Cancer Detection Using Multi-GPU Platforms

IEEE access, 2020, Vol.8, p.8485-8501

2020

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Accelerating the K-Nearest Neighbors Filtering Algorithm to Optimize the Real-Time Classification of Human Brain Tumor in Hyperspectral Images

Sensors (Basel, Switzerland), 2018-07, Vol.18 (7), p.2314

2018

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Towards a Bio-Inspired Real-Time Neuromorphic Cerebellum

Frontiers in cellular neuroscience, 2021-05, Vol.15, p.622870-622870

2021

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Perceptive SARS-CoV-2 End-To-End Ultrasound Video Classification through X3D and Key-Frames Selection

Bioengineering (Basel), 2023-02, Vol.10 (3), p.282

2023

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Machine-Learning-Based COVID-19 and Dyspnoea Prediction Systems for the Emergency Department

Applied sciences, 2022-11, Vol.12 (21), p.10869

2022

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Towards the Simulation of a Realistic Large-Scale Spiking Network on a Desktop Multi-GPU System

Bioengineering (Basel), 2022-10, Vol.9 (10), p.543

2022

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Cyst Detection and Motion Artifact Elimination in Enface Optical Coherence Tomography Angiograms

Applied sciences, 2020-06, Vol.10 (11), p.3994

2020

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Parallel Implementations Assessment of a Spatial-Spectral Classifier for Hyperspectral Clinical Applications

IEEE access, 2019, Vol.7, p.152316-152333

2019

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Editorial: Recent developments and the future of MICPRO

Microprocessors and microsystems, 2023-04, Vol.98, p.104754, Article 104754

2023

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Deep learning and lung ultrasound for Covid-19 pneumonia detection and severity classification

Computers in biology and medicine, 2021-09, Vol.136, p.104742-104742, Article 104742

2021

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A Localized Surface Plasmon Resonance-Based Portable Instrument for Quick On-Site Biomolecular Detection

IEEE transactions on instrumentation and measurement, 2016-02, Vol.65 (2), p.317-327

2016

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Machine Learning-Based Classification of Skin Cancer Hyperspectral Images

Procedia computer science, 2023, Vol.225, p.2856-2865

2023

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Raman Spectroscopy Reveals That Biochemical Composition of Breast Microcalcifications Correlates with Histopathologic Features

Cancer research (Chicago, Ill.), 2020-04, Vol.80 (8), p.1762-1772

2020

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Special Section on European Projects in Embedded System Design 2015

Microprocessors and microsystems, 2016-11, Vol.47, p.251-251

2016

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A low power and real-time hardware recurrent neural network for time series analysis on wearable devices

Microprocessors and microsystems, 2021-11, Vol.87, p.104374, Article 104374

2021

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Acceleration of Hyperspectral Skin Cancer Image Classification through Parallel Machine-Learning Methods

Diabetic macular edema with neuroretinal detachment: OCT and OCT-angiography biomarkers of treatment response to anti-VEGF and steroids

GPU-based key-frame selection of pulmonary ultrasound images to detect COVID-19

Edge and cloud computing approaches in the early diagnosis of skin cancer with attention-based vision transformer through hyperspectral imaging

Deep Convolutional Generative Adversarial Networks to Enhance Artificial Intelligence in Healthcare: A Skin Cancer Application

Spatial-Spectral Feature Extraction With Local Covariance Matrix From Hyperspectral Images Through Hybrid Parallelization

Evaluation of Preprocessing Methods on Independent Medical Hyperspectral Databases to Improve Analysis

Ambient assisted living for frail people through human activity recognition: state-of-the-art, challenges and future directions

Granular layEr Simulator: Design and Multi-GPU Simulation of the Cerebellar Granular Layer

Neural Networks-Based On-Site Dermatologic Diagnosis through Hyperspectral Epidermal Images

Towards Real-Time Computing of Intraoperative Hyperspectral Imaging for Brain Cancer Detection Using Multi-GPU Platforms

Accelerating the K-Nearest Neighbors Filtering Algorithm to Optimize the Real-Time Classification of Human Brain Tumor in Hyperspectral Images

Towards a Bio-Inspired Real-Time Neuromorphic Cerebellum

Perceptive SARS-CoV-2 End-To-End Ultrasound Video Classification through X3D and Key-Frames Selection

Machine-Learning-Based COVID-19 and Dyspnoea Prediction Systems for the Emergency Department

Towards the Simulation of a Realistic Large-Scale Spiking Network on a Desktop Multi-GPU System

Cyst Detection and Motion Artifact Elimination in Enface Optical Coherence Tomography Angiograms

Parallel Implementations Assessment of a Spatial-Spectral Classifier for Hyperspectral Clinical Applications

Editorial: Recent developments and the future of MICPRO

Deep learning and lung ultrasound for Covid-19 pneumonia detection and severity classification

A Localized Surface Plasmon Resonance-Based Portable Instrument for Quick On-Site Biomolecular Detection

Machine Learning-Based Classification of Skin Cancer Hyperspectral Images

Raman Spectroscopy Reveals That Biochemical Composition of Breast Microcalcifications Correlates with Histopathologic Features

Special Section on European Projects in Embedded System Design 2015

A low power and real-time hardware recurrent neural network for time series analysis on wearable devices

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