Gregorio Dotti

Ph.D. candidate in Bioingegneria E Scienze Medico-chirurgiche , 37^th cycle (2021-2024)
Department of Electronics and Telecommunications (DET)

gregorio.dotti@polito.it

Profile

PhD

Thesis title

Multimodal Analysis of Functional Reach to Grasp for Telerehabilitation

Research topic

Machine Learning for EMG Pattern Analysis

Tutors

Research interests

Biomedical signal and image processing

Biography

Gregorio Dotti was born in Torino, Italy. He received his Master’s Degree in Biomedical Engineering from Politecnico di Torino, Turin, Italy, in 2021. He currently holds a scholarship at the Department of Electronics and Telecommunications of Politecnico di Torino, Italy. His research is mainly focused on the analysis of EMG signals using data mining and machine learning techniques.

Teaching

Teachings

Master of Science

Intelligenza artificiale in medicina. A.A. 2023/24, INGEGNERIA BIOMEDICA. Collaboratore del corso
Intelligenza artificiale in medicina. A.A. 2022/23, INGEGNERIA BIOMEDICA. Collaboratore del corso
Intelligenza artificiale in medicina. A.A. 2021/22, INGEGNERIA BIOMEDICA. Collaboratore del corso

MostraNascondi A.A. passati

Publications

PoliTO co-authors

Last years publications

Latest publications View all publications in Porto@Iris

Dotti, G.; Ghislieri, M.; Knaflitz, M. (2024)
A novel statistical approach for upper-limb movement segmentation using a single wrist-worn magneto-inertial measurement unit. In: National Congress of SIAMOC, Stresa (Italy), 2-5 October 2024, pp. 22-23. ISSN 0966-6362
Contributo in Atti di Convegno (Proceeding)
Dotti, Gregorio; Ghislieri, Marco; Castagneri, Cristina; Agostini, Valentina; Knaflitz, ... (2024)
An open-source toolbox for enhancing the assessment of muscle activation patterns during cyclical movements. In: PHYSIOLOGICAL MEASUREMENT, vol. 45. ISSN 0967-3334
Contributo su Rivista
Dotti, Gregorio; Caruso, Marco; Fortunato, Daniele; Knaflitz, Marco; Cereatti, Andrea; ... (2024)
A Statistical Approach for Functional Reach-to-Grasp Segmentation Using a Single Inertial Measurement Unit. In: SENSORS, vol. 24. ISSN 1424-8220
Contributo su Rivista
Agostini, Valentina; Ghislieri, Marco; Rosati, Samanta; Balestra, Gabriella; Dotti, ... (2022)
Statistical Gait Analysis Based on Surface Electromyography.. In: Medicine-Based Informatics and Engineering / S.N., S.L., Springer, pp. 23-35. ISBN: 978-3-030-87844-3
Contributo in Volume
Dotti, G.; Ghislieri, M.; Rosati, S.; Agostini, V.; Knaflitz, M.; Balestra, G. (2021)
The Effect of Number of Gait Cycles on Principal Activation Extraction. In: 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Mexico, 1-5 Nov. 2021, pp. 985-988. ISBN: 978-1-7281-1179-7
Contributo in Atti di Convegno (Proceeding)