• Machine Learning and Clinical Data Warehousing in non-Hodgkin lymphoma
• Machine learning for muscle activation patterns identification during cyclical movements
• Motor control strategies assessment during cyclic and non-cyclic movements
• Postural balance assessment
• Statistical gait analysis

ERC sectors

SDG

• My Research in 3 Minutes conferred by Politecnico di Torino, Italy (2019)
• Premio Dottorato GNB 2022 conferred by Gruppo Nazionale Bioingegneria - GNB, Italy (2022)
• Carlo J. De Luca Award conferred by ISEK - International Society of Electrophysiology and Kinesiology, Italy (2022)
• Best Poster Award at M. Grattarola Neuroengineering Summer School 2022 conferred by IEEE Sensors Council Italy Chapter, Italy (2022)

• Collegio di Ingegneria Biomedica. Componente invitato
• Collegio di Ingegneria Elettronica, delle Telecomunicazioni e Fisica (ETF). Componente invitato

Master of Science

• Progettazione di dispositivi biomedici programmabili. A.A. 2017/18, INGEGNERIA BIOMEDICA. Collaboratore del corso
• Progettazione di dispositivi biomedici programmabili. A.A. 2018/19, INGEGNERIA BIOMEDICA. Collaboratore del corso
• Progettazione di dispositivi biomedici programmabili. A.A. 2019/20, INGEGNERIA BIOMEDICA. Collaboratore del corso
• Progettazione di dispositivi biomedici programmabili. A.A. 2020/21, INGEGNERIA BIOMEDICA. Collaboratore del corso
• Progettazione di dispositivi biomedici programmabili. A.A. 2021/22, INGEGNERIA BIOMEDICA. Collaboratore del corso
• Progettazione di dispositivi biomedici programmabili/Sensori e misure per la bioingegneria (modulo di Progettazione di dispositivi biomedici programmabili). A.A. 2022/23, INGEGNERIA BIOMEDICA. Collaboratore del corso
• Progettazione di dispositivi biomedici programmabili/Sensori e misure per la bioingegneria (modulo di Progettazione di dispositivi biomedici programmabili). A.A. 2023/24, INGEGNERIA BIOMEDICA. Collaboratore del corso
• Neuroengineering. A.A. 2018/19, INGEGNERIA BIOMEDICA. Collaboratore del corso
• Neuroengineering. A.A. 2019/20, INGEGNERIA BIOMEDICA. Collaboratore del corso
• Neuroengineering. A.A. 2020/21, INGEGNERIA BIOMEDICA. Collaboratore del corso
• Neuroengineering. A.A. 2021/22, INGEGNERIA BIOMEDICA. Collaboratore del corso
• Neuroengineering. A.A. 2022/23, INGEGNERIA BIOMEDICA. Collaboratore del corso
• Neuroengineering. A.A. 2023/24, INGEGNERIA BIOMEDICA. Collaboratore del corso
• Informatica medica. A.A. 2017/18, INGEGNERIA BIOMEDICA. Collaboratore del corso

Bachelor of Science

• Neuroengineering and active aging (Grandi Sfide - Salute). A.A. 2022/23, INGEGNERIA ELETTRONICA. Collaboratore del corso
• Dispositivi impiantabili attivi/Bioimmagini (modulo di Bioimmagini). A.A. 2017/18, INGEGNERIA BIOMEDICA. Collaboratore del corso
• Dispositivi impiantabili attivi/Bioimmagini (modulo di Bioimmagini). A.A. 2018/19, INGEGNERIA BIOMEDICA. Collaboratore del corso
• Dispositivi impiantabili attivi/Bioimmagini (modulo di Bioimmagini). A.A. 2019/20, INGEGNERIA BIOMEDICA. Collaboratore del corso
• Dispositivi impiantabili attivi/Bioimmagini (modulo di Bioimmagini). A.A. 2020/21, INGEGNERIA BIOMEDICA. Collaboratore del corso
• Dispositivi impiantabili attivi/Bioimmagini (modulo di Bioimmagini). A.A. 2021/22, INGEGNERIA BIOMEDICA. Collaboratore del corso

• Clinical studies
• Human motion analysis
• Neuroengineering

Marco Ghislieri is mainly active in the field of biomedical signal processing, with a main focus on surface electromyographic signal analysis during cyclical movements in healthy and pathological conditions. He is also active in the field of neuro-engineering and, particularly, in motor control strategy assessment through the analysis of muscle synergies.

• Ferrero, Simone; Grimaldi, Daniele; Arrigoni, Elena; Pironti, Mariapia; Zaccaria, Gian ... (2023)
  Candidate germline biomarkers of lenalidomide efficacy in mantle cell lymphoma: the FIL MCL0208 trial. In: BLOOD ADVANCES. ISSN 2473-9529
  Contributo su Rivista
• Ghislieri, Marco; Lanotte, Michele; Knaflitz, Marco; Rizzi, Laura; Agostini, Valentina (2023)
  Muscle synergies in Parkinson’s disease before and after the deep brain stimulation of the bilateral subthalamic nucleus. In: SCIENTIFIC REPORTS, vol. 13. ISSN 2045-2322
  Contributo su Rivista
• Viviani, Paolo; Gesmundo, Ilaria; Ghinato, Elios; Agudelo-Toro, Andres; Vercellino, ... (2023)
  Deep Learning for Real-Time Neural Decoding of Grasp. In: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in DatabasesT, Turin (IT), September 18–22, 2023, pp. 379-393. ISSN 0302-9743. ISBN: 978-3-031-43426-6
  Contributo in Atti di Convegno (Proceeding)
• 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. ISBN: 978-3-030-87844-3
  Contributo in Volume
• Ferrero, Simone; Grimaldi, Daniele; Genuardi, Elisa; Drandi, Daniela; Maria Zaccaria, ... (2022)
  Punctual and kinetic MRD analysis from the Fondazione Italiana Linfomi MCL0208 phase III trial in mantle cell lymphoma. In: BLOOD, vol. 140, pp. 1378-1389. ISSN 0006-4971
  Contributo su Rivista
• dos Anjos, F. V.; Ghislieri, M.; Cerone, G. L.; Pinto, T. P.; Gazzoni, M. (2022)
  Changes in the distribution of muscle activity when using a passive trunk exoskeleton depend on the type of working task: A high-density surface EMG study. In: JOURNAL OF BIOMECHANICS, vol. 130. ISSN 0021-9290
  Contributo su Rivista
• Giordano, Noemi; Balestra, Gabriella; Ghislieri, Marco; Knaflitz, Marco; Rosati, Samanta (2022)
  Automatic Identification of the Best Auscultation Area for the Estimation of the Time of Closure of Heart Valves through Multi-Source Phonocardiography. In: Computing in Cardiology, Tampere, Finland, 04-07 September 2022, pp. 1-4. ISSN 2325-887X. ISBN: 979-8-3503-0097-0
  Contributo in Atti di Convegno (Proceeding)
• Cerone, G. L.; Giangrande, A.; Ghislieri, M.; Gazzoni, M.; Piitulainen, H.; Botter, A. (2022)
  Design and validation of a wireless Body Sensor Network for integrated EEG and HD-sEMG acquisitions. In: IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, vol. 30, pp. 61-71. ISSN 1534-4320
  Contributo su Rivista
• Zaccaria, Gian Maria; Ferrero, Simone; Hoster, Eva; Passera, Roberto; Evangelista, ... (2022)
  A Clinical Prognostic Model Based on Machine Learning from the Fondazione Italiana Linfomi (FIL) MCL0208 Phase III Trial. In: CANCERS, vol. 14. ISSN 2072-6694
  Contributo su Rivista
• Ghislieri, Marco; Knaflitz, Marco; Agostini, Valentina (2022)
  U-Turn Detection during Walking. In: 2022 IEEE International Symposium on Medical Measurements and Applications (MeMeA), Messina, Italy, 22-24 June 2022, pp. 01-05. ISBN: 978-1-6654-8299-8
  Contributo in Atti di Convegno (Proceeding)
• 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)
• Labanca, L; Ghislieri, M; Knaflitz, M; Barone, G; Bragonzoni, L; Agostini, V; Benedetti, ... (2021)
  Muscle synergies for the control of single-limb stance with and without visual information in young individuals. In: BMC SPORTS SCIENCE, MEDICINE & REHABILITATION, vol. 13. ISSN 2052-1847
  Contributo su Rivista
• 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
• Ghislieri, Marco; Agostini, Valentina; Rizzi, Laura; Knaflitz, Marco; Lanotte, Michele (2021)
  Atypical Gait Cycles in Parkinson’s Disease. In: SENSORS, vol. 21. ISSN 1424-8220
  Contributo su Rivista
• Ballarini, Riccardo; Ghislieri, Marco; Knaflitz, Marco; Agostini, Valentina (2021)
  An Algorithm for Choosing the Optimal Number of Muscle Synergies during Walking. In: SENSORS, vol. 21. ISSN 1424-8220
  Contributo su Rivista
• Labanca, Luciana; Mosca, Massimiliano; Ghislieri, Marco; Agostini, Valentina; Knaflitz, ... (2021)
  Muscle activations during functional tasks in individuals with chronic ankle instability: a systematic review of electromyographical studies. In: GAIT & POSTURE, vol. 90, pp. 340-373. ISSN 0966-6362
  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)
• Ghislieri, Marco; Cerone, Giacinto Luigi; Knaflitz, Marco; Agostini, Valentina (2021)
  Long short-term memory (LSTM) recurrent neural network for muscle activity detection. In: JOURNAL OF NEUROENGINEERING AND REHABILITATION, vol. 18. ISSN 1743-0003
  Contributo su Rivista
• Agostini, Valentina; Ghislieri, Marco; Rosati, Samanta; Balestra, Gabriella; Knaflitz, ... (2020)
  Surface Electromyography Applied to Gait Analysis: How to Improve Its Impact in Clinics?. In: FRONTIERS IN NEUROLOGY, vol. 11, pp. 1-13. ISSN 1664-2295
  Contributo su Rivista
• Ghislieri, M; Knaflitz, M; Labanca, L; Barone, G; Bragonzoni, L; Benedetti, M G; ... (2020)
  Muscle Synergy Assessment during Single-Leg Stance. In: IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, vol. 28, pp. 2914-2922. ISSN 1534-4320
  Contributo su Rivista
• Ghislieri, M.; Pavanelli, E.; Rosati, S.; Balestra, G.; Knaflitz, M.; Agostini, V. (2020)
  A Machine Learning Approach for Muscle Activity Detection. In: 7th National Congress of Bioengineering, GNB 2020, Trieste, Italy, 9-11 June 2020, pp. 123-126. ISSN 2724-2129
  Contributo in Atti di Convegno (Proceeding)
• Fortunato, D.; Ghislieri, M.; Rosati, S.; Balestra, G.; Knaflitz, M.; Agostini, V. (2020)
  Human Activity Recognition through Wearable Sensors: a Deep Learning Approach. In: 7th National Congress of Bioengineering, GNB 2020, Trieste, Italy, 9-11 June 2020, pp. 368-371. ISSN 2724-2129
  Contributo in Atti di Convegno (Proceeding)
• Ghislieri, Marco; Knaflitz, Marco; Labanca, Luciana; Barone, Giuseppe; Bragonzoni, ... (2020)
  Methodological issues in the assessment of motor control during single-leg stance. In: 2020 IEEE International Symposium on Medical Measurements and Applications (MeMeA), Bari, Italy, 1 June-1 July 2020, pp. 1-6. ISBN: 978-1-7281-5386-5
  Contributo in Atti di Convegno (Proceeding)
• Ghislieri, Marco; Agostini, Valentina; Knaflitz, Marco (2020)
  Muscle Synergies Extracted Using Principal Activations: Improvement of Robustness and Interpretability. In: IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, vol. 28, pp. 453-460. ISSN 1534-4320
  Contributo su Rivista