Artificial Intelligence tools based on the use of vocal analysis to support clinical practice.

• Amato, Federica (2024)
  Voice as the reservoir of valuable clinical information: a diagnosis and monitoring support for speech-affecting diseases. relatore: OLMO, Gabriella; , 36. XXXVI Ciclo, P.: 246
  Doctoral Thesis
• Scimeca, Sabrina; Amato, Federica; Olmo, Gabriella; Asci, Francesco; Suppa, Antonio; ... (2023)
  Robust and language-independent acoustic features in Parkinson's disease. In: FRONTIERS IN NEUROLOGY, vol. 14. ISSN 1664-2295
  Contributo su Rivista
• Cesarini, Valerio; Costantini, Giovanni; Amato, Federica; Errico, Vito; Pietrosanti, ... (2023)
  Automatic Detection of Myotonia using a Sensory Glove with Resistive Flex Sensors and Machine Learning Techniques. In: Metrology for Industry 4.0 and IoT 2023, Brescia (IT), 06-08 June 2023, pp. 194-199. ISBN: 979-8-3503-9657-7
  Contributo in Atti di Convegno (Proceeding)
• Amato, Federica; Cesarini, Valerio; Pietrosanti, Luca; Costantini, Giovanni; Olmo, ... (2023)
  Hallmarks of Parkinson’s disease progression determined by temporal evolution of speech attractors in the reconstructed phase-space. In: MetroInd4.0&IoT 2023, Brescia (IT), 06-08 June 2023, pp. 270-274. ISBN: 979-8-3503-9657-7
  Contributo in Atti di Convegno (Proceeding)
• Amato, F.; Saggio, G.; Cesarini, V.; Olmo, G.; Costantini, G. (2023)
  Machine learning- and statistical-based voice analysis of Parkinson's disease patients: A survey. In: EXPERT SYSTEMS WITH APPLICATIONS, vol. 219. ISSN 0957-4174
  Contributo su Rivista
• Costantini, Giovanni; Cesarini, Valerio; Di Leo, Pietro; Amato, Federica; Suppa, ... (2023)
  Artificial Intelligence-Based Voice Assessment of Patients with Parkinson’s Disease Off and On Treatment: Machine vs. Deep-Learning Comparison. In: SENSORS, vol. 23. ISSN 1424-8220
  Contributo su Rivista
• Imbalzano, Gabriele; Rinaldi, Domiziana; Calandra-Buonaura, Giovanna; Contin, Manuela; ... (2023)
  How resistant are levodopa-resistant axial symptoms? Response of freezing, posture and voice to increasing levodopa intestinal infusion rates in Parkinson's disease. In: EUROPEAN JOURNAL OF NEUROLOGY, vol. 30, pp. 96-106. ISSN 1351-5101
  Contributo su Rivista
• Sigcha, Luis; Borzi', Luigi; Amato, Federica; Rechichi, Irene; Ramos-Romero, Carlos; ... (2023)
  Deep learning and wearable sensors for the diagnosis and monitoring of Parkinson’s disease: A systematic review. In: EXPERT SYSTEMS WITH APPLICATIONS, vol. 229, Part A. ISSN 0957-4174
  Contributo su Rivista
• Rechichi, Irene; Amato, Federica; Cicolin, Alessandro; Olmo, Gabriella (2022)
  Single-Channel EEG Detection of REM Sleep Behaviour Disorder: The Influence of REM and Slow Wave Sleep. In: 9th International Work-Conference, IWBBIO 2022, Gran Canaria (Spain), pp. 381-394. ISBN: 978-3-031-07703-6
  Contributo in Atti di Convegno (Proceeding)
• Amato, F.; Rechichi, I.; Borzi', L.; Olmo, G. (2022)
  Sleep Quality through Vocal Analysis: a Telemedicine Application. In: 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2022, Pisa (ITA), 2022, pp. 706-711. ISBN: 978-1-6654-1647-4
  Contributo in Atti di Convegno (Proceeding)
• Amato, Federica; Fasani, Maria; Raffaelli, Glauco; Cesarini, Valerio; Olmo, Gabriella; ... (2022)
  Obesity and Gastro-Esophageal Reflux voice disorders: a Machine Learning approach. In: 2022 IEEE International Symposium on Medical Measurements and Applications (MeMeA), Giardini Naxos, Messina, 22-24 June 2022, pp. 1-6. ISBN: 978-1-6654-8299-8
  Contributo in Atti di Convegno (Proceeding)
• Amato, Federica; Borzì, Luigi; Olmo, Gabriella; Orozco-Arroyave, Juan Rafael (2021)
  An algorithm for Parkinson's disease speech classification based on isolated words analysis. In: HEALTH INFORMATION SCIENCE AND SYSTEMS, vol. 9, pp. 1-15. ISSN 2047-2501
  Contributo su Rivista
• Amato, F.; Borzi', L.; Olmo, G.; Artusi, C. A.; Imbalzano, G.; Lopiano, L. (2021)
  Speech impairment in Parkinson’s disease: acoustic analysis of unvoiced consonants in Italian native speakers. In: IEEE ACCESS, vol. 9, pp. 166370-166381. ISSN 2169-3536
  Contributo su Rivista
• Borzì, Luigi; Fornara, Silvia; Amato, Federica; Olmo, Gabriella; Artusi, Carlo Alberto; ... (2020)
  Smartphone-Based Evaluation of Postural Stability in Parkinson’s Disease Patients During Quiet Stance. In: ELECTRONICS, vol. 2020, pp. 1-14. ISSN 2079-9292
  Contributo su Rivista