Vision-based, AI-powered approaches to motor functions characterization and rehabilitation

• PitchD certificate (2025)
• Phd Quality Award 37esimo ciclo 2 anno (2024)
• Template per il quality award relativo al terzo anno di dottorato (2025). (2025)

• Collegio di Ingegneria Informatica, del Cinema e Meccatronica. Componente invitato

Corso di laurea di 1° livello

• Object oriented programming. A.A. 2022/23, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Object oriented programming. A.A. 2023/24, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Object oriented programming. A.A. 2024/25, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso

• SMILIES - reSilient coMputer archItectures and LIfE Sciences

Progetti finanziati da bandi competitivi

• DanziAMO - Analisi bioMeccanica Obiettiva nella Danzaterapia a corpo libero , (2026-2027) - Componente gruppo di Ricerca
  Ricerca di Ateneo - Progetti ad elevato impatto sociale - POPS

• Amprimo, Gianluca (2025)
  Vision-based, AI-powered approaches to motor functions characterization and rehabilitation. relatore: OLMO, Gabriella; , 37. XXXVII Ciclo, P.: 243
  Doctoral Thesis
• Amprimo, Gianluca; Martini, Lorenzo; Bilir, Begum; Bardini, Roberta; Savino, Alessandro; ... (2025)
  Spike Train Scalograms (STS): a Deep Learning Classification Pipeline for Neuronal Cell Types. In: 2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Copenhagen (DNK), 14-18 July 2025, pp. 1-7. ISSN 2694-0604. ISBN: 979-8-3315-8618-8
  Contributo in Atti di Convegno (Proceeding)
• Amprimo, Gianluca; Ancilotto, Alberto; Savino, Alessandro; Quazzolo, Fabio; Ferraris, ... (2025)
  EHWGesture - A Dataset for Multimodal Understanding of Clinical Gestures. In: IEEE/CVF International Conference on Computer Vision, Honolulu, HI, USA, 19-20 October 2025, pp. 2722-2731. ISBN: 979-8-3315-8988-2
  Contributo in Atti di Convegno (Proceeding)
• Rechichi, Irene; Amprimo, Gianluca; Ferraris, Claudia; Olmo, Gabriella (2025)
  Single-Channel Wearable EEG for Monitoring Mental Workload for Telerehabilitation Applications. In: 2025 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2025, Washington DC (USA), 17-21 March 2025, pp. 434-439. ISBN: 979-8-3315-3553-7
  Contributo in Atti di Convegno (Proceeding)
• 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
• Masi, Giulia; Tonti, Sofia; Ferraris, Claudia; Olmo, Gabriella; Priano, Lorenzo; ... (2025)
  Usability Assessment in Parkinson’s Disease: the Case Study of the FarmExergame. In: 2025 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2025, Washington DC (USA), 17-21 March 2025, pp. 464-469. ISBN: 979-8-3315-3553-7
  Contributo in Atti di Convegno (Proceeding)
• Amprimo, Gianluca; Mei, Zhongke; Ferraris, Claudia; Olmo, Gabriella; Ravi, Deepak K (2025)
  A Data-driven Exploration and Prediction of Deep Brain Stimulation Effects on Gait in Parkinson's Disease. In: IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, vol. 29, pp. 4647-4658. ISSN 2168-2194
  Contributo su Rivista
• Ferraris, Claudia; Amprimo, Gianluca; Cerfoglio, Serena; Masi, Giulia; Vismara, Luca; ... (2024)
  Machine-Learning-Based Validation of Microsoft Azure Kinect in Measuring Gait Profiles. In: ELECTRONICS, vol. 13. ISSN 2079-9292
  Contributo su Rivista
• Martini, Lorenzo; Amprimo, Gianluca; Di Carlo, Stefano; Olmo, Gabriella; Ferraris, ... (2024)
  Neuronal Spike Shapes (NSS): A straightforward approach to investigate heterogeneity in neuronal excitability states. In: COMPUTERS IN BIOLOGY AND MEDICINE, vol. 168, pp. 1-15. ISSN 0010-4825
  Contributo su Rivista
• Rechichi, Irene; Amprimo, Gianluca; Cicolin, Alessandro; Olmo, Gabriella (2024)
  Predicting Amyotrophic Lateral Sclerosis Progression: an EMG-based Survival Analysis. In: 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2024, Orlando (USA), 15-19 July 2024, pp. 1-4. ISSN 1557-170X. ISBN: 979-8-3503-7149-9
  Contributo in Atti di Convegno (Proceeding)
• Ferraris, Claudia; Amprimo, Gianluca; Pettiti, Giuseppe; Galli, Federica; Priano, ... (2024)
  Effects of Exergaming on Motor Performance in Parkinson’s Disease: A Pilot Study Using Azure Kinect. In: ForItAAL 2023, Bari (ITA), June 14-16, 2023., pp. 21-33. ISSN 2195-271X. ISBN: 9783031639128
  Contributo in Atti di Convegno (Proceeding)
• Masi, Giulia; Amprimo, Gianluca; Rechichi, Irene; Ferraris, Claudia; Olmo, Gabriella (2024)
  Does Baseline Stress Affect Electrodermal Activity? A Serious-Game-Based Pilot Study. In: 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2024, Orlando (USA), 15-19 July 2024, pp. 1-4. ISSN 1557-170X. ISBN: 979-8-3503-7149-9
  Contributo in Atti di Convegno (Proceeding)
• Amprimo, G.; Masi, G.; Olmo, G.; Ferraris, C. (2024)
  Deep Learning for hand tracking in Parkinson's Disease video-based assessment: Current and future perspectives. In: ARTIFICIAL INTELLIGENCE IN MEDICINE, vol. 154. ISSN 0933-3657
  Contributo su Rivista
• Amprimo, Gianluca; Masi, Giulia; Pettiti, Giuseppe; Olmo, Gabriella; Priano, Lorenzo; ... (2024)
  Hand tracking for clinical applications: Validation of the Google MediaPipe Hand (GMH) and the depth-enhanced GMH-D frameworks. In: BIOMEDICAL SIGNAL PROCESSING AND CONTROL (ONLINE), vol. 96. ISSN 1746-8108
  Contributo su Rivista
• Amprimo, Gianluca; Masi, Giulia; Olmo, Gabriella; Ferraris, Claudia (2024)
  Enhancing Model Generalizability In Parkinson's Disease Automatic Assessment: A Semi-Supervised Approach Across Independent Experiments. In: 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2024, Orlando, FL (USA), 15-19 July 2024, pp. 1-4. ISSN 1557-170X. ISBN: 979-8-3503-7149-9
  Contributo in Atti di Convegno (Proceeding)
• Vismara, Luca; Ferraris, Claudia; Amprimo, Gianluca; Pettiti, Giuseppe; Buffone, ... (2024)
  Exergames as a rehabilitation tool to enhance the upper limbs functionality and performance in chronic stroke survivors: a preliminary study. In: FRONTIERS IN NEUROLOGY, vol. 15. ISSN 1664-2295
  Contributo su Rivista
• Ferraris, Claudia; Amprimo, Gianluca; Pettiti, Giuseppe (2023)
  Computer Vision and Image Processing in Structural Health Monitoring: Overview of Recent Applications. In: SIGNALS, vol. 4, pp. 539-574. ISSN 2624-6120
  Contributo su Rivista
• Masi, Giulia; Amprimo, Gianluca; Rechichi, Irene; Ferraris, Claudia; Olmo, Gabriella (2023)
  Electrodermal Activity in the Evaluation of Engagement for Telemedicine Applications. In: 2023 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2022, Atlanta (USA), 13-17 March 2023, pp. 130-135. ISBN: 978-1-6654-5381-3
  Contributo in Atti di Convegno (Proceeding)
• Masi, G.; Amprimo, G.; Priano, L.; Ferraris, C. (2023)
  New Perspectives in Nonintrusive Sleep Monitoring for Neurodegenerative Diseases—A Narrative Review. In: ELECTRONICS, vol. 12. ISSN 2079-9292
  Contributo su Rivista
• Amprimo, Gianluca; Rechichi, Irene; Ferraris, Claudia; Olmo, Gabriella (2023)
  Objective Assessment of the Finger Tapping Task in Parkinson's Disease and Control Subjects using Azure Kinect and Machine Learning. In: 2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS), L'Aquila (Italia), 22-24 giugno 2023, pp. 640-645. ISBN: 979-8-3503-1224-9
  Contributo in Atti di Convegno (Proceeding)