Ph.D. in Ingegneria Informatica E Dei Sistemi , 36th cycle (2020-2023)
Ph.D. obtained in 2024
Dissertation:
Voice as the reservoir of valuable clinical information: a diagnosis and monitoring support for speech-affecting diseases (Abstract)
Tutors:
Gabriella Olmo
Research presentation:
Video presentation PosterProfile
Research topic
Artificial Intelligence tools based on the use of vocal analysis to support clinical practice.
Research interests
Biography
Currently, she is a post-graduate student at the Department of Control and Computer Engineering at the Polytechnic University of Turin, Italy. Her primary research interests revolve around speech processing, with a particular emphasis on early detection of vocal disturbances in PD patients. Her work is dedicated to automated speech analysis, aiming for remote monitoring of PD and the early identification of speech-related issues. In addition to PD, her research aims to identify valuable biomarkers for detecting pathologies that directly or indirectly affect the vocal apparatus.
Publications
Works published during the Ph.D. View all publications in Porto@Iris
- 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 - 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 - 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) - 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) - 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 - Imbalzano, Gabriele; Rinaldi, Domiziana; Calandra-Buonaura, Giovanna; Contin, Manuela; ... (2022)
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. ISSN 1351-5101
Contributo su Rivista - 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) - 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.; 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 - 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 - 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