Gregorio Dotti

Ph.D. in Bioingegneria E Scienze Medico-chirurgiche , 37^th cycle (2021-2024)

Ph.D. obtained in 2025

Dissertation:

Multimodal Analysis of Functional Reach to Grasp for Telerehabilitation (Abstract)

Tutors:

Gabriella Balestra Samanta Rosati Marco Knaflitz

Profile

Research topic

Machine Learning for EMG Pattern Analysis

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

MostraNascondi A.A. passati

Publications

Last years publications

Works published during the Ph.D. View all publications in Porto@Iris

Dotti, Gregorio (2025)
Multimodal Analysis of Functional Reach to Grasp for Telerehabilitation. relatore: BALESTRA, GABRIELLA; ROSATI, SAMANTA; , 37. XXXVII Ciclo, P.: 101
Doctoral Thesis
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, Gregorio; Ghislieri, Marco; Rosati, Samanta; Agostini, Valentina; Knaflitz, ... (2021)
Influence of Gait Cycle Normalization on Principal Activations. In: 2021 IEEE International Symposium on Medical Measurements and Applications (MeMeA), Neuchâtel, Switzerland, June 23rd to 25th, 2021, pp. 1-5. ISBN: 978-1-6654-1914-7
Contributo in Atti di Convegno (Proceeding)
Rosati, Samanta; Ghislieri, Marco; Dotti, Gregorio; Fortunato, Daniele; Agostini, ... (2021)
Evaluation of Muscle Function by Means of a Muscle-Specific and a Global Index. In: SENSORS, vol. 21. ISSN 1424-8220
Contributo su Rivista
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)

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