Emanuele Torti

45 papers B 1C 13Journal 28Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Ultraefficient Compressed Phonocardiogram Classification on a Custom Embedded Neural Accelerator. IEEE Internet Things J. Domenico Ragusa, Rens Baeyens, Danilo Pau, Elisa Marenzi, Jan Steckel, Walter Daems, Francesco Leporati, Emanuele Torti
2025	—	`conf`	Segmentation of Intraoperative Glioblastoma Hyperspectral Images Using Self-Supervised U-Net++. VISIGRAPP (3): VISAPP Marco Gazzoni, Marco La Salvia, Emanuele Torti, Elisa Marenzi, Raquel León, Samuel Ortega, Beatriz Martínez, Himar Fabelo, Gustavo M. Callicó, Francesco Leporati
2025	J	`jnl`	Vision Transformer for Brain Tumor Detection Using Hyperspectral Images With Reduced Spectral Bands. IEEE Access Domenico Ragusa, Marco Gazzoni, Emanuele Torti, Elisa Marenzi, Francesco Leporati
2024	C	`conf`	3D Decision Support Tool for Brain Tumour Surgery: The STRATUM Project. DSD 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 M. Callicó, Stratum Consortium
2024	J	`jnl`	Acceleration of Hyperspectral Skin Cancer Image Classification through Parallel Machine-Learning Methods. Sensors Bernardo Petracchi, Emanuele Torti, Elisa Marenzi, Francesco Leporati
2024	J	`jnl`	Edge and cloud computing approaches in the early diagnosis of skin cancer with attention-based vision transformer through hyperspectral imaging. J. Supercomput. Marco La Salvia, Emanuele Torti, Elisa Marenzi, Giovanni Danese, Francesco Leporati
2024	C	`conf`	FPGA Design of Digital Circuits for Phonocardiogram Pre-Processing Enabling Real-Time and Low-Power AI Processing. DSD Domenico Ragusa, Antonio J. Rodríguez-Almeida, Marco Gazzoni, Emanuele Torti, Elisa Marenzi, Himar Fabelo, Gustavo M. Callicó, Francesco Leporati
2024	J	`jnl`	GPU-based key-frame selection of pulmonary ultrasound images to detect COVID-19. J. Real Time Image Process. Emanuele Torti, Marco Gazzoni, Elisa Marenzi, Francesco Leporati
2024	C	`conf`	HS2RGB: an Encoder Approach to Transform Hyper-Spectral Images to Enriched RGB Images. DSD Marco Gazzoni, Emanuele Torti, Elisa Marenzi, Giovanni Danese, Francesco Leporati
2024	J	`jnl`	Parallel Implementations Assessment of a Spatial-Spectral Classifier for Hyperspectral Clinical Applications. CoRR 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 M. Callicó, César Sanz
2023	C	`conf`	Acceleration of a CNN-based Heart Sound Segmenter: Implementation on Different Platforms Targeting a Wearable Device. DSD Domenico Ragusa, Antonio J. Rodríguez-Almeida, Stephan Nolting, Emanuele Torti, Himar Fabelo, Ingo Hoyer, Alexander Utz, Gustavo M. Callicó, Francesco Leporati
2023	C	`conf`	An Attention-Based Parallel Algorithm for Hyperspectral Skin Cancer Classification on Low-Power GPUs. DSD Emanuele Torti, Marco Gazzoni, Elisa Marenzi, Raquel León, Gustavo Marrero Callicó, Giovanni Danese, Francesco Leporati
2023	B	`conf`	Machine Learning-Based Classification of Skin Cancer Hyperspectral Images. KES Bernardo Petracchi, Marco Gazzoni, Emanuele Torti, Elisa Marenzi, Francesco Leporati
2023	J	`jnl`	Spatial-Spectral Feature Extraction With Local Covariance Matrix From Hyperspectral Images Through Hybrid Parallelization. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Emanuele Torti, Elisa Marenzi, Giovanni Danese, Antonio J. Plaza, Francesco Leporati
2022	C	`conf`	Attention-based Skin Cancer Classification Through Hyperspectral Imaging. DSD Marco La Salvia, Emanuele Torti, Marco Gazzoni, Elisa Marenzi, Raquel León, Samuel Ortega, Himar Fabelo, Gustavo M. Callicó, Francesco Leporati
2022	J	`jnl`	Deep Convolutional Generative Adversarial Networks to Enhance Artificial Intelligence in Healthcare: A Skin Cancer Application. Sensors Marco La Salvia, Emanuele Torti, Raquel León, Himar Fabelo, Samuel Ortega, Beatriz Martínez-Vega, Gustavo M. Callicó, Francesco Leporati
2022	J	`jnl`	Evaluation of Preprocessing Methods on Independent Medical Hyperspectral Databases to Improve Analysis. Sensors Beatriz Martínez-Vega, Mariia Tkachenko, Marianne Maktabi, Samuel Ortega, Himar Fabelo, Francisco Balea-Fernández, Marco La Salvia, Emanuele Torti, Francesco Leporati, Gustavo M. Callicó, Claire Chalopin
2022	—	`conf`	FPGA High Level Synthesis for the classification of skin tumors with hyperspectral images. MECO Elisa Marenzi, Emanuele Torti, Giovanni Danese, Francesco Leporati
2022	J	`jnl`	Neural Networks-Based On-Site Dermatologic Diagnosis through Hyperspectral Epidermal Images. Sensors Marco La Salvia, Emanuele Torti, Raquel León, Himar Fabelo, Samuel Ortega, Francisco Balea-Fernández, Beatriz Martínez-Vega, Irene Castaño, Pablo Almeida, Gregorio Carretero, Javier A. Hernández, Gustavo M. Callicó, Francesco Leporati
2021	J	`jnl`	A low power and real-time hardware recurrent neural network for time series analysis on wearable devices. Microprocess. Microsystems Emanuele Torti, Cristina D'Amato, Giovanni Danese, Francesco Leporati
2021	J	`jnl`	Deep learning and lung ultrasound for Covid-19 pneumonia detection and severity classification. Comput. Biol. Medicine Marco La Salvia, Gianmarco Secco, Emanuele Torti, Giordana Florimbi, Luca Guido, Paolo Lago, Francesco Salinaro, Stefano Perlini, Francesco Leporati
2021	J	`jnl`	Granular layEr Simulator: Design and Multi-GPU Simulation of the Cerebellar Granular Layer. Frontiers Comput. Neurosci. Giordana Florimbi, Emanuele Torti, Stefano Masoli, Egidio D'Angelo, Francesco Leporati
2020	C	`conf`	An Hardware Recurrent Neural Network for Wearable Devices. DSD Emanuele Torti, Cristina D'Amato, Giovanni Danese, Francesco Leporati
2020	J	`jnl`	Towards Real-Time Computing of Intraoperative Hyperspectral Imaging for Brain Cancer Detection Using Multi-GPU Platforms. IEEE Access Giordana Florimbi, Himar Fabelo, Emanuele Torti, Samuel Ortega, Margarita Marrero-Martin, Gustavo M. Callicó, Giovanni Danese, Francesco Leporati
2019	C	`conf`	Automatic and Unsupervised Identification of Specific Biochemical Features from Raman Mapping Data. DSD Emanuele Torti, Beatrice Marcinnò, Renzo Vanna, Carlo Morasso, Francesca Picotti, Laura Villani, Francesco Leporati
2019	J	`jnl`	Deep Recurrent Neural Networks for Edge Monitoring of Personal Risk and Warning Situations. Sci. Program. Emanuele Torti, Mirto Musci, Federico Guareschi, Francesco Leporati, Marco Piastra
2019	J	`jnl`	Embedding Recurrent Neural Networks in Wearable Systems for Real-Time Fall Detection. Microprocess. Microsystems Emanuele Torti, Alessandro Fontanella, Mirto Musci, Nicola Blago, Danilo Pau, Francesco Leporati, Marco Piastra
2019	J	`jnl`	Exploiting multi-core and many-core architectures for efficient simulation of biologically realistic models of Golgi cells. J. Parallel Distributed Comput. Giordana Florimbi, Emanuele Torti, Stefano Masoli, Egidio D'Angelo, Giovanni Danese, Francesco Leporati
2019	C	`conf`	GPU Parallelization of Realistic Purkinje Cells with Complex Morphology. PDP Emanuele Torti, Stefano Masoli, Giordana Florimbi, Egidio D'Angelo, Marta Ticli, Francesco Leporati
2019	J	`jnl`	Parallel Implementations Assessment of a Spatial-Spectral Classifier for Hyperspectral Clinical Applications. IEEE Access 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 Martínez, Gustavo M. Callicó, César Sanz
2018	J	`jnl`	A suite of parallel algorithms for efficient band selection from hyperspectral images. J. Real Time Image Process. Alessandro Fontanella, Elisa Marenzi, Emanuele Torti, Giovanni Danese, Antonio Plaza, Francesco Leporati
2018	J	`jnl`	Accelerating the K-Nearest Neighbors Filtering Algorithm to Optimize the Real-Time Classification of Human Brain Tumor in Hyperspectral Images. Sensors Giordana Florimbi, Himar Fabelo, Emanuele Torti, Raquel Lazcano, Daniel Madroñal, Samuel Ortega, Rubén Salvador, Francesco Leporati, Giovanni Danese, Abelardo Báez-Quevedo, Gustavo M. Callicó, Eduardo Juárez, César Sanz, Roberto Sarmiento
2018	J	`jnl`	Acceleration of brain cancer detection algorithms during surgery procedures using GPUs. Microprocess. Microsystems Emanuele Torti, Alessandro Fontanella, Giordana Florimbi, Francesco Leporati, Himar Fabelo, Samuel Ortega, Gustavo M. Callicó
2018	C	`conf`	Embedded Real-Time Fall Detection with Deep Learning on Wearable Devices. DSD Emanuele Torti, Alessandro Fontanella, Mirto Musci, Nicola Blago, Danilo Pau, Francesco Leporati, Marco Piastra
2018	J	`jnl`	Parallel real-time virtual dimensionality estimation for hyperspectral images. J. Real Time Image Process. Emanuele Torti, Alessandro Fontanella, Antonio Plaza
2017	J	`jnl`	Block matching super-resolution parallel GPU implementation for computational imaging. IEEE Trans. Consumer Electron. Elisa Marenzi, Emanuele Torti, Francesco Leporati, Eduardo Quevedo, Gustavo M. Callicó
2017	J	`jnl`	Custom FPGA processing for real-time fetal ECG extraction and identification. Comput. Biol. Medicine Emanuele Torti, D. Koliopoulos, M. Matraxia, Giovanni Danese, Francesco Leporati
2017	—	`conf`	Development of a real-time heart rate estimation algorithm on a low-power device. MECO Pietro Canale, Alessandro Fontanella, Emanuele Torti, Giovanni Danese, Francesco Leporati
2017	C	`conf`	High Performant Simulations of Cerebellar Golgi Cells Activity. PDP Giordana Florimbi, Emanuele Torti, Giovanni Danese, Francesco Leporati
2017	C	`conf`	The HELICoiD Project: Parallel SVM for Brain Cancer Classification. DSD Emanuele Torti, Camilla Cividini, Alessandro Gatti, Giovanni Danese, Francesco Leporati, Himar Fabelo, Samuel Ortega, Gustavo Marrero Callicó
2016	J	`jnl`	A Hybrid CPU-GPU Real-Time Hyperspectral Unmixing Chain. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Emanuele Torti, Giovanni Danese, Francesco Leporati, Antonio Plaza
2016	J	`jnl`	The Human Brain Project: Parallel technologies for biologically accurate simulation of Granule cells. Microprocess. Microsystems Giordana Florimbi, Emanuele Torti, Stefano Masoli, Egidio D'Angelo, Giovanni Danese, Francesco Leporati
2015	C	`conf`	The Human Brain Project: High Performance Computing for Brain Cells Hw/Sw Simulation and Understanding. DSD Egidio D'Angelo, Giovanni Danese, Giordana Florimbi, Francesco Leporati, Alessandra Majani, Stefano Masoli, Sergio M. G. Solinas, Emanuele Torti
2014	J	`jnl`	Real-Time Identification of Hyperspectral Subspaces. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Emanuele Torti, Marco Acquistapace, Giovanni Danese, Francesco Leporati, Antonio Plaza
2013	J	`jnl`	Real-Time Implementation of the Vertex Component Analysis Algorithm on GPUs. IEEE Geosci. Remote. Sens. Lett. A. Barberis, Giovanni Danese, Francesco Leporati, Antonio Plaza, Emanuele Torti