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Emanuele Torti
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2020 – today
- 2024
- [j25]Emanuele Torti
, Marco Gazzoni
GPU-based key-frame selection of pulmonary ultrasound images to detect COVID-19. J. Real Time Image Process. 21(4): 113 (2024) - [j24]Bernardo Petracchi
Acceleration of Hyperspectral Skin Cancer Image Classification through Parallel Machine-Learning Methods. Sensors 24(5): 1399 (2024) - [j23]Marco La Salvia, Emanuele Torti, Elisa Marenzi
Edge and cloud computing approaches in the early diagnosis of skin cancer with attention-based vision transformer through hyperspectral imaging. J. Supercomput. 80(11): 16368-16392 (2024) - [c16]Himar Fabelo, Raquel León, Emanuele Torti, Santiago Marco, Max Verbers, Yann Falevoz, Yolanda Ramallo-Fariña, Christian Weis, Ana M. Wägner, Eduardo Juárez Martínez, Claudio Rial, Alfonso Lagares, Gustav Burström, Francesco Leporati, Elisa Marenzi, Teresa Cervero, Miquel Moretó, Giovanni Danese, Sveta Zinger, Francesca Manni, Maria Luisa Alvarez-Male, Jesús Morera, Bernardino Clavo, Gustavo Marrero Callicó, Stratum Consortium:
3D Decision Support Tool for Brain Tumour Surgery: The STRATUM Project. DSD 2024: 443-450 - [c15]Marco Gazzoni, Emanuele Torti, Elisa Marenzi, Giovanni Danese, Francesco Leporati:
HS2RGB: an Encoder Approach to Transform Hyper-Spectral Images to Enriched RGB Images. DSD 2024: 480-486 - [c14]Domenico Ragusa, Antonio J. Rodríguez-Almeida, Marco Gazzoni, Emanuele Torti, Elisa Marenzi, Himar Fabelo, Gustavo Marrero Callicó, Francesco Leporati:
FPGA Design of Digital Circuits for Phonocardiogram Pre-Processing Enabling Real-Time and Low-Power AI Processing. DSD 2024: 588-595 - [i1]Raquel Lazcano, Daniel Madroñal, Giordana Florimbi, Jaime Sancho, Sergio Sánchez Ramírez, Raquel León, Himar Fabelo, Samuel Ortega, Emanuele Torti, Rubén Salvador, Margarita Marrero-Martin, Francesco Leporati, Eduardo Juárez, Gustavo Marrero Callicó, César Sanz:
Parallel Implementations Assessment of a Spatial-Spectral Classifier for Hyperspectral Clinical Applications. CoRR abs/2404.10631 (2024) - 2023
- [j22]Emanuele Torti
Spatial-Spectral Feature Extraction With Local Covariance Matrix From Hyperspectral Images Through Hybrid Parallelization. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 7412-7421 (2023) - [c13]Emanuele Torti, Marco Gazzoni, Elisa Marenzi
An Attention-Based Parallel Algorithm for Hyperspectral Skin Cancer Classification on Low-Power GPUs. DSD 2023: 111-116 - [c12]Domenico Ragusa
Acceleration of a CNN-based Heart Sound Segmenter: Implementation on Different Platforms Targeting a Wearable Device. DSD 2023: 294-301 - [c11]Bernardo Petracchi, Marco Gazzoni, Emanuele Torti, Elisa Marenzi
Machine Learning-Based Classification of Skin Cancer Hyperspectral Images. KES 2023: 2856-2865 - 2022
- [j21]Marco La Salvia
Deep Convolutional Generative Adversarial Networks to Enhance Artificial Intelligence in Healthcare: A Skin Cancer Application. Sensors 22(16): 6145 (2022) - [j20]Marco La Salvia
Neural Networks-Based On-Site Dermatologic Diagnosis through Hyperspectral Epidermal Images. Sensors 22(19): 7139 (2022) - [j19]Beatriz Martínez-Vega
Evaluation of Preprocessing Methods on Independent Medical Hyperspectral Databases to Improve Analysis. Sensors 22(22): 8917 (2022) - [c10]Marco La Salvia, Emanuele Torti, Marco Gazzoni, Elisa Marenzi
Attention-based Skin Cancer Classification Through Hyperspectral Imaging. DSD 2022: 871-876 - [c9]Elisa Marenzi
FPGA High Level Synthesis for the classification of skin tumors with hyperspectral images. MECO 2022: 1-4 - 2021
- [j18]Marco La Salvia, Gianmarco Secco
Deep learning and lung ultrasound for Covid-19 pneumonia detection and severity classification. Comput. Biol. Medicine 136: 104742 (2021) - [j17]Giordana Florimbi, Emanuele Torti
Granular layEr Simulator: Design and Multi-GPU Simulation of the Cerebellar Granular Layer. Frontiers Comput. Neurosci. 15: 630795 (2021) - [j16]Emanuele Torti
A low power and real-time hardware recurrent neural network for time series analysis on wearable devices. Microprocess. Microsystems 87: 104374 (2021) - 2020
- [j15]Giordana Florimbi
Towards Real-Time Computing of Intraoperative Hyperspectral Imaging for Brain Cancer Detection Using Multi-GPU Platforms. IEEE Access 8: 8485-8501 (2020) - [c8]Emanuele Torti
An Hardware Recurrent Neural Network for Wearable Devices. DSD 2020: 293-300
2010 – 2019
- 2019
- [j14]Raquel Lazcano, Daniel Madroñal, Giordana Florimbi, Jaime Sancho, Sergio Sánchez Ramírez, Raquel León, Himar Fabelo
Parallel Implementations Assessment of a Spatial-Spectral Classifier for Hyperspectral Clinical Applications. IEEE Access 7: 152316-152333 (2019) - [j13]Giordana Florimbi
Exploiting multi-core and many-core architectures for efficient simulation of biologically realistic models of Golgi cells. J. Parallel Distributed Comput. 126: 48-66 (2019) - [j12]Emanuele Torti
Embedding Recurrent Neural Networks in Wearable Systems for Real-Time Fall Detection. Microprocess. Microsystems 71 (2019) - [j11]Emanuele Torti
Deep Recurrent Neural Networks for Edge Monitoring of Personal Risk and Warning Situations. Sci. Program. 2019: 9135196:1-9135196:10 (2019) - [c7]Emanuele Torti
Automatic and Unsupervised Identification of Specific Biochemical Features from Raman Mapping Data. DSD 2019: 464-469 - [c6]Emanuele Torti
GPU Parallelization of Realistic Purkinje Cells with Complex Morphology. PDP 2019: 266-273 - 2018
- [j10]Emanuele Torti
Parallel real-time virtual dimensionality estimation for hyperspectral images. J. Real Time Image Process. 14(4): 753-761 (2018) - [j9]Alessandro Fontanella, Elisa Marenzi
A suite of parallel algorithms for efficient band selection from hyperspectral images. J. Real Time Image Process. 15(3): 537-553 (2018) - [j8]Emanuele Torti
Acceleration of brain cancer detection algorithms during surgery procedures using GPUs. Microprocess. Microsystems 61: 171-178 (2018) - [j7]Giordana Florimbi
Accelerating the K-Nearest Neighbors Filtering Algorithm to Optimize the Real-Time Classification of Human Brain Tumor in Hyperspectral Images. Sensors 18(7): 2314 (2018) - [c5]Emanuele Torti
Embedded Real-Time Fall Detection with Deep Learning on Wearable Devices. DSD 2018: 405-412 - 2017
- [j6]Emanuele Torti
Custom FPGA processing for real-time fetal ECG extraction and identification. Comput. Biol. Medicine 80: 30-38 (2017) - [j5]Elisa Marenzi
Block matching super-resolution parallel GPU implementation for computational imaging. IEEE Trans. Consumer Electron. 63(4): 368-376 (2017) - [c4]Emanuele Torti
The HELICoiD Project: Parallel SVM for Brain Cancer Classification. DSD 2017: 445-450 - [c3]Pietro Canale, Alessandro Fontanella, Emanuele Torti
Development of a real-time heart rate estimation algorithm on a low-power device. MECO 2017: 1-4 - [c2]Giordana Florimbi
High Performant Simulations of Cerebellar Golgi Cells Activity. PDP 2017: 527-534 - 2016
- [j4]Giordana Florimbi
The Human Brain Project: Parallel technologies for biologically accurate simulation of Granule cells. Microprocess. Microsystems 47: 303-313 (2016) - [j3]Emanuele Torti
A Hybrid CPU-GPU Real-Time Hyperspectral Unmixing Chain. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(2): 945-951 (2016) - 2015
- [c1]Egidio D'Angelo
The Human Brain Project: High Performance Computing for Brain Cells Hw/Sw Simulation and Understanding. DSD 2015: 740-747 - 2014
- [j2]Emanuele Torti
Real-Time Identification of Hyperspectral Subspaces. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 2680-2687 (2014) - 2013
- [j1]A. Barberis, Giovanni Danese, Francesco Leporati, Antonio Plaza
Real-Time Implementation of the Vertex Component Analysis Algorithm on GPUs. IEEE Geosci. Remote. Sens. Lett. 10(2): 251-255 (2013)
Coauthor Index
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last updated on 2024-11-20 21:02 CET by the dblp team
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