Marco Ghislieri

• AI-driven methods in neuroengineering and motion analysis

Settori ERC

SDG

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

• SCIENTIFIC REPORTS (2024-), Associate Editor di rivista o collana editoriale
• APPLIED BIONICS AND BIOMECHANICS (2024-), Associate Editor di rivista o collana editoriale
• FRONTIERS IN NEURAL CIRCUITS (2024-2025), Guest Editor di rivista o collana editoriale

• Collegio di Ingegneria Biomedica. Componente invitato

Dottorato di ricerca

• Modeling human motor control: models and clinical applications. A.A. 2024/25, BIOINGEGNERIA E SCIENZE MEDICO-CHIRURGICHE. Titolare del corso

Corso di laurea magistrale

• Progettazione di dispositivi biomedici programmabili. A.A. 2025/26, INGEGNERIA BIOMEDICA. Collaboratore del corso
• Neuroengineering. A.A. 2025/26, INGEGNERIA BIOMEDICA. Collaboratore del corso
• Neuroengineering. A.A. 2025/26, 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. 2024/25, INGEGNERIA BIOMEDICA. Collaboratore del corso
• Neuroengineering. A.A. 2024/25, INGEGNERIA BIOMEDICA. Collaboratore del corso
• Neuroengineering. A.A. 2024/25, 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. 2023/24, INGEGNERIA BIOMEDICA. Collaboratore del corso
• Neuroengineering. A.A. 2023/24, 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
• Neuroengineering. A.A. 2022/23, INGEGNERIA BIOMEDICA. Collaboratore del corso
• Neuroengineering. A.A. 2022/23, INGEGNERIA BIOMEDICA. Collaboratore del corso
• Progettazione di dispositivi biomedici programmabili. A.A. 2021/22, INGEGNERIA BIOMEDICA. Collaboratore del corso
• Neuroengineering. A.A. 2021/22, INGEGNERIA BIOMEDICA. Collaboratore del corso
• Progettazione di dispositivi biomedici programmabili. A.A. 2020/21, INGEGNERIA BIOMEDICA. Collaboratore del corso
• Neuroengineering. A.A. 2020/21, INGEGNERIA BIOMEDICA. Collaboratore del corso
• Progettazione di dispositivi biomedici programmabili. A.A. 2019/20, INGEGNERIA BIOMEDICA. Collaboratore del corso
• Neuroengineering. A.A. 2019/20, INGEGNERIA BIOMEDICA. Collaboratore del corso

Corso di laurea di 1° livello

• Neuroengineering and active aging (Grandi Sfide - Salute). A.A. 2023/24, INGEGNERIA BIOMEDICA. Collaboratore del corso
• 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. 2021/22, 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. 2019/20, INGEGNERIA BIOMEDICA. Collaboratore del corso

• Clinical studies (DET)
• Human motion analysis (DET)
• Neuroengineering (DET)

Progetti finanziati da bandi competitivi

• S-CoDe - Valutazione oggettiva del legame tra stress e declino cognitivo mediante dispositivi indossabili e algoritmi di AI, (2025-2027) - Componente gruppo di Ricerca
  National Research
• OMNIA-PARK - Objective monitoring of axial symptoms in Parkinson's disease: quantitative assessment in daily life based on the use of wearables, video sensing and artificial intelligence (OMNIA-PARK), (2023-2025) - Responsabile Scientifico
  PNRR – Missione 4

• Lorenzo Locoratolo. Corso in Bioingegneria E Scienze Medico-chirurgiche (41^o ciclo, 2025-in corso)
  
  Motor control, neuroengineering and rehabilitation engineering
  ICT and smart sensors for eHealth
  Biomedical signal and image processing
  Motor control, neuroengineering and rehabilitation engineering
  ICT and smart sensors for eHealth
  Biomedical signal and image processing
• Fabrizio Sciscenti. Corso in Bioingegneria E Scienze Medico-chirurgiche (39^o ciclo, 2024-in corso)
  
  Computer Science
  Motor control, neuroengineering and rehabilitation engineering
  Biomedical signal and image processing
  Computer Science
  Motor control, neuroengineering and rehabilitation engineering
  Biomedical signal and image processing

Relevant projects

2023 - ongoing: Nationally funded research - PRIN - "Effects of bilateral subthalamic nucleus deep brain stimulation on gait analysis and muscle synergies of patients affected by advanced Parkinson's disease during dual-task walking" (Team member)

• Berillon, Gilles; Duveau, Jérémy; Cosnefroy, Quentin; Aerts, Peter; Agostini, Valentina; ... (2025)
  An international research network on bipedalism. In: 15th annual European Society for the study of Human Evolution meeting, Paris (Fra), 25 - 27 September 2025
  Contributo in Atti di Convegno (Proceeding)
• Sciscenti, Fabrizio; Agostini, Valentina; Rizzi, Laura; Lanotte, Michele; Ghislieri, ... (2025)
  Advancing Deep Brain Stimulation: Machine Learning for Intraoperative SubThalamic Nucleus Targeting from MicroElectrode Recordings. In: 23rd International Conference on Artificial Intelligence, Pavia (Ita), June 23-26, 2025, pp. 361-366. ISSN 0302-9743. ISBN: 9783031958403
  Contributo in Atti di Convegno (Proceeding)
• Sciscenti, Fabrizio; Agostini, Valentina; Rizzi, Laura; Lanotte, Michele; Ghislieri, ... (2025)
  ML-STIM: Machine learning for subthalamic nucleus intraoperative mapping. In: JOURNAL OF NEURAL ENGINEERING, vol. 22. ISSN 1741-2560
  Contributo su Rivista
• Gazzanti Pugliese Di Cotrone, Michele Antonio; Akhtar, Nidà Farooq; Patera, Martina; ... (2025)
  Early Detection of Dysphagia Signs in Parkinson’s Disease: An Artificial Intelligence-Based Approach Using Non-Invasive Sensors. In: SENSORS, vol. 25. ISSN 1424-8220
  Contributo su Rivista
• Ghislieri, Marco; Locoratolo, Lorenzo; Sciscenti, Fabrizio; Knaflitz, Marco; Rizzi, ... (2025)
  Improved Dual-Task Interference in Parkinson’s Disease following Deep Brain Stimulation. In: IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, vol. 33, pp. 4624-4635. ISSN 1534-4320
  Contributo su Rivista
• D’Emanuele, Samuel; Ghislieri, Marco; Ghiotto, Laura; Morra, Francesca; Budel, Lorenzo; ... (2025)
  Muscle synergies and metabolic adaptations during perturbed walking in older adults. In: SCIENTIFIC REPORTS, vol. 15, pp. 1-13. ISSN 2045-2322
  Contributo su Rivista
• Tedeschi, Valeria; Uyanik, Cihan; Ghislieri, Marco; Kumaran, Sadasivan Puthusserypady (2025)
  Personalized Stroke Rehabilitation: A Fusion of 3D User Interface Guidance and Brain-Computer Interface. In: 6th International Conference on NeuroRehabilitation 2024, La Granja (Spa), November 5-8, 2024, pp. 811-814. ISSN 2195-3562. ISBN: 9783031775871
  Contributo in Atti di Convegno (Proceeding)
• Giachetti, Benedetta; Blanloeil, Clément; Mugellini, Elena; Ghislieri, Marco; Jaffuel, ... (2025)
  A new telemonitoring feature for detection of long-term CPAP adherence. In: SLEEP MEDICINE. X, vol. 10. ISSN 2590-1427
  Contributo su Rivista
• Leo, N.; Ghislieri, M.; Caruso, M.; Cereatti, A.; Agostini, V. (2025)
  Atypical gait cycles from pressure insoles in real-life scenarios in people with gait disorders. In: 25th National Congress of the Italian Society of Clinical Movement Analysis (SIAMOC), Cagliari (Ita), 1-4 October 2025. ISSN 0966-6362
  Contributo in Atti di Convegno (Proceeding)
• Russo, F.; Ghislieri, M.; Baldazzi, A.; Borzuola, R.; Rum, L.; Bergamini, E.; Agostini, ... (2025)
  Delayed muscle onset in athletes after anterior cruciate ligament reconstruction during unplanned change-of-directions. In: 25th National Congress of the Italian Society of Clinical Movement Analysis(SIAMOC), Cagliari (Ita), 1-4 October 2025. ISSN 0966-6362
  Contributo in Atti di Convegno (Proceeding)
• Ceriello, Imma; Ghislieri, Marco; Rum, Lorenzo; Camomilla, Valentina; Macaluso, Andrea; ... (2025)
  Muscle coordination strategies during Functional Reach across multiple directions in healthy individuals. In: EUROPEAN JOURNAL OF APPLIED PHYSIOLOGY. ISSN 1439-6319
  Contributo su Rivista
• Leo, Nicolas; Ghislieri, Marco; Caruso, Marco; Cereatti, Andrea; Agostini, Valentina (2025)
  Atypical Gait Cycles Measured in Free-Living Conditions for Fall Prevention of Frail Subjects. In: 2025 IEEE Medical Measurements & Applications (MeMeA), Chania (Gre), May 28 - 30, 2025, pp. 1-5. ISBN: 979-8-3315-2347-3
  Contributo in Atti di Convegno (Proceeding)
• Ghislieri, Marco; Leo, Nicolas; Caruso, Marco; Becker, Clemens; Cereatti, Andrea; ... (2025)
  A toolbox for the identification of foot-floor contact sequences to analyze atypical gait cycles in a real-life scenario: application on patients after proximal femur fracture and healthy elderly. In: JOURNAL OF NEUROENGINEERING AND REHABILITATION, vol. 22. ISSN 1743-0003
  Contributo su Rivista
• Suntornlohanakul, Onnicha; Reimondo, Giuseppe; Ghislieri, Marco; Petramala, Luigi; ... (2025)
  Incident changes of the 1 mg-overnight dexamethasone suppression test correlate with long-term clinical outcomes in patients with adrenal incidentalomas: results from the multi-centre DEX-AI and CORTEX-AI ENSAT studies. In: Society for Endocrinology BES 2025, Harrogate (UK), 10 - 12 Mar 2025. ISSN 1479-6848
  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
• Dogliotti, Irene; Jimenez, Cristina; Peri, Veronica; Ferrante, Martina; Musto, Davide; ... (2024)
  Determining Outcome in IgM Gammopathies: Integration of Molecular, Flow Cytometry and Clinical Factors in an International, Multicenter Series (the SAL-TO Study). In: 66th ASH Annual Meeting Abstracts, San Diego (USA), December 7-10, 2024, pp. 4390-4391. ISSN 0006-4971
  Contributo in Atti di Convegno (Proceeding)
• 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
• Nocilli, Matteo; Scafa, Stefano; La Porta, Nicolò; Ghislieri, Marco; Agostini, ... (2024)
  G.A.I.T: gait analysis interactive tool a pipeline for automatic detection of gait events across different motor impairments. In: SIGNAL, IMAGE AND VIDEO PROCESSING. ISSN 1863-1703
  Contributo su Rivista
• Ghislieri, Marco; Agostini, Valentina; Rizzi, Laura; Fronda, Chiara; Knaflitz, Marco; ... (2024)
  Foot–Floor Contact Sequences: A Metric for Gait Assessment in Parkinson’s Disease after Deep Brain Stimulation. In: SENSORS, vol. 24. ISSN 1424-8220
  Contributo su Rivista
• Druelle, Francois; Ghislieri, Marco; Molina-Vila, Pablo; Rimbaud, Brigitte; Agostini, ... (2024)
  A comparative study of muscle activity and synergies during walking in baboons and humans. In: JOURNAL OF HUMAN EVOLUTION, vol. 189. ISSN 1095-8606
  Contributo su Rivista
• Dogliotti, Irene; Peri, Veronica; Clerico, Michele; Vassallo, Francesco; Musto, Davide; ... (2024)
  Real life clinical outcomes of relapsed/refractory diffuse large B cell lymphoma in the rituximab era: The STRIDER study. In: CANCER MEDICINE, vol. 13, pp. 1-15. ISSN 2045-7634
  Contributo su Rivista
• Ghislieri, Marco; Sciscenti, Fabrizio; Knaflitz, Marco; Rizzi, Laura; Lanotte, Michele; ... (2024)
  Neuromuscular Control Changes in Parkinson's Disease after Deep Brain Stimulation: Insights from Muscle Synergy Parameters. In: ISEK 2024, Nagoya (Japan), June 26-29, 2024
  Contributo in Atti di Convegno (Proceeding)
• 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)
• Russo, F.; Ghislieri, M.; Baldazzi, A.; Rum, L.; Bergamini, E.; Agostini, V. (2024)
  Muscle pre-activation prior to landing in athletes with anterior cruciate ligament reconstruction: detection of EMG onset using artificial intelligence. In: 24th National Congress of SIAMOC, Stresa (Italy), 2-5 October 2024, pp. 38-39. ISSN 0966-6362
  Contributo in Atti di Convegno (Proceeding)
• Locoratolo, Lorenzo; Ghislieri, Marco; Sciscenti, Fabrizio; Lanotte, Michele; Rizzi, ... (2024)
  A graph-based approach to study motor coordination in Parkinson’s Disease gait: a longitudinal study to assess the effectiveness of Deep Brain Stimulation neurosurgery. In: 24th National Congress of SIAMOC, Stresa (Italy), 2-5 October 2024, pp. 26-27. ISSN 0966-6362
  Contributo in Atti di Convegno (Proceeding)