Simone Balocco
Associate Professor at the UB, and researcher of the Computer Vision Center, Bellaterra
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simone.balocco@ub.edu
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Profile summary
Dr. Balocco Simone is Associate Professor at the University of Barcelona (Spain), a department of mathematics and computer science and researcher at the Center for Computer Vision (CVC), Bellaterra. He received the title of doctor in Acoustics in the CREATIS laboratory, Lyon1 University (France) and Electronics and Telecommunications obtained in the MSD Lab of the University of Florence (Italy).
His main lines of research are the study of deep machine learning, artificial intelligence, computer vision and automated pattern recognition, applied to the medical imaging. In particular, cerebro- and cardio-vascular applications, with different imaging modalities (MR, Ultrasound and CT).
Latest publications
Simone Balocco has 90 publications on Google Scholar.
Only the last 20 publications are shown here.
Access Simone Balocco Google Scholar Profile
Vascular surgery study of the CGuard MicroNet-covered stent in patients with indication to carotid revascularization: POLGUARD
2023 | Lukasz Szkolka, Dorota Lyko-Morawska, Simone Balocco, Lukasz Bedkowski, Michal Buczek, Ewa Medon, Maciej Wolkowski, Maciej Dryjski, Waclaw Kuczmik | The Journal of cardiovascular surgery, 2023
A fully automatic method for vascular tortuosity feature extraction in the supra-aortic region: unraveling possibilities in stroke treatment planning
2023 | Pere Canals, Simone Balocco, Oliver Díaz, Jiahui Li, A García-Tornel, Alejandro Tomasello, Marta Olivé-Gadea, Marc Ribó | Computerized Medical Imaging and Graphics 104, 102170, 2023
The role of post-dilatation in carotid MicroNet-covered stent implantation, evaluated using 3D cone-beam CT angiography.
2023 | L Maresca, P Lucatelli, S Balocco, A D'Onofrio, M Stefanini | The Journal of Cardiovascular Surgery, 2023
Pre‐procedural 3D visualization of deep‐learning vascular segmentation enhances identification of difficult femoral access in thrombectomy
2023 | Pere Canals, Manuel Requena, Álvaro García‐Tornel, Marc Molina, Alejandro Tomasello, Jiahui Li, Simone Balocco, Oliver Díaz, Marc Ribó | Stroke: Vascular and Interventional Neurology 3, e12823_153, 2023
Abstract Number‐11: Automated Measurement Of Vascular Tortuosity: Association With Baseline Clinical Characteristics And Impact On Mechanical Thrombectomy
2023 | Pere Canals, Jiahui Li, Simone Balocco, Oliver Díaz Montesdeoca, Alejandro Tomasello, Marc Ribo | Stroke: Vascular and Interventional Neurology 3, e12446, 2023
Automated Measurement Of Vascular Tortuosity: Association With Baseline Clinical Characteristics And Impact On Thrombectomy Procedures
2023 | Pere Canals, Jiahui Li, Simone Balocco, Oliver Diaz, Alejandro Tomasello, Marc Ribo | STROKE 54, 2023
Abstract TMP67: Automated Measurement Of Vascular Tortuosity: Association With Baseline Clinical Characteristics And Impact On Thrombectomy Procedures
2023 | Pere Canals, Jiahui Li, Simone Balocco, Oliver Díaz, Alejandro Tomasello, Marc Ribo | Stroke 54 (Suppl_1), ATMP67-ATMP67, 2023
Anatomical Modifications After Stent Implantation: A Comparative Analysis Between CGuard, Wallstent, and Roadsaver Carotid Stents
2023 | Luca Ginanni Corradini, Simone Balocco, Luciano Maresca, Silvio Vitale, Matteo Stefanini | Journal of Endovascular Therapy 30 (1), 18-24, 2023
Agricultural Harvester Sound Classification using Convolutional Neural Networks and Spectrograms
2022 | Nioosha E Khorasani, Gabriel Thomas, Simone Balocco, Danny Mann | Applied Engineering in Agriculture 38 (2), 455-459, 2022
A Data Augmentation Approach Based on Generative Adversarial Networks for Date Fruit Classification
2022 | Donald Ufuah, Gabriel Thomas, Simone Balocco, Annamalai Manickavasagan | Applied Engineering in Agriculture 38 (6), 975-982, 2022
High performance computing pp-distance algorithms to generate x-ray spectra from 3d models
2022 | César González, Simone Balocco, Jaume Bosch, Juan Miguel de Haro, Maurizio Paolini, Antonio Filgueras, Carlos Álvarez, Ramon Pons | International journal of molecular sciences 23 (19), 11408, 2022
Intelligent agricultural machinery using deep learning
2021 | Gabriel Thomas, Simone Balocco, Danny Mann, Avery Simundsson, Nioosha Khorasani | IEEE Instrumentation & Measurement Magazine 24 (2), 93-100, 2021
In vivo measurement of wrist movements during the dart-throwing motion using inertial measurement units
2021 | Gabriella Fischer, Michael Alexander Wirth, Simone Balocco, Maurizio Calcagni | Sensors 21 (16), 5623, 2021
Evaluation of safety and efficacy of ReHub in patients who underwent primary total knee arthroplasty: study protocol for a randomized controlled trial
2021 | Montse Nuevo, Hadis Mahdavi, Daniel Rodríguez, Teresa Faura, Núria Fabrellas, Simone Balocco, Marco Conti, Alessandro Castagna, Salvi Prat | International Journal of Surgery Protocols 25 (1), 34-41, 2021
Classification of auditory signals from a combine harvester based on Mel-frequency cepstral coefficients and machine learning.
2021 | G Thomas, A Simundsson, DD Mann, S Balocco
Intravascular Ultrasound
2021 | Simone Balocco | Elsevier Science and Technology Books, Incorporated, 2021
Determining the structure of small molecules via their pseudo-electrons and atoms 3D models using FPGA
2021 | César González, Simone Balocco, Ramon Pons | Barcelona Supercomputing Center, 2021
ARTERIAL an AI framework for mechanical thrombectomy Planning through the automated characterization of vascular tortuosity
2021 | Simone Balocco, Oliver Díaz, Pere Canals Canals, Marc Ribó Jacobi | Universitat de Barcelona, 2021
Systems and methods for detecting and displaying body lumen bifurcations
2021 | Simone Balocco, Marina Alberti, Carlo Gatta, Francesco Ciompi, Oriol Pujol, Xavier Carrillo, Josepa Mauri Ferre, Oriol Rodriguez, Eduard Fernandez-Nofrerias, Petia Radeva | US Patent 11,064,972, 2021
Classification of auditory signals from a combine
2021 | G Thomas, A Simundsson, DD Mann, S Balocco
