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Works (10)

Beyond breathalyzers: AI-powered speech analysis for alcohol intoxication detection

Expert Systems with Applications
2025-03 | Journal article
DOI: 10.1016/j.eswa.2024.125656
Contributors: Federica Amato; Valerio Cesarini; Gabriella Olmo; Giovanni Saggio; Giovanni Costantini
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Crossref

Deep learning and wearable sensors for the diagnosis and monitoring of Parkinson’s disease: A systematic review

Expert Systems with Applications
2023-11 | Journal article
DOI: 10.1016/j.eswa.2023.120541
Contributors: Luis Sigcha; Luigi Borzì; Federica Amato; Irene Rechichi; Carlos Ramos-Romero; Andrés Cárdenas; Luis Gascó; Gabriella Olmo
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Crossref

Machine learning- and statistical-based voice analysis of Parkinson’s disease patients: A survey

Expert Systems with Applications
2023-06 | Journal article
DOI: 10.1016/j.eswa.2023.119651
Contributors: Federica Amato; Giovanni Saggio; Valerio Cesarini; Gabriella Olmo; Giovanni Costantini
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Crossref

How resistant are levodopa‐resistant axial symptoms? Response of freezing, posture, and voice to increasing levodopa intestinal infusion rates in Parkinson disease

European Journal of Neurology
2023-01 | Journal article
DOI: 10.1111/ene.15558
Part of ISSN: 1351-5101
Part of ISSN: 1468-1331
Contributors: Gabriele Imbalzano; Domiziana Rinaldi; Giovanna Calandra‐Buonaura; Manuela Contin; Federica Amato; Giulia Giannini; Luisa Sambati; Claudia Ledda; Alberto Romagnolo; Gabriella Olmo et al.
Source: Self-asserted source
Federica Amato

Single-Channel EEG Detection of REM Sleep Behaviour Disorder: The Influence of REM and Slow Wave Sleep

Bioinformatics and Biomedical Engineering
2022 | Book chapter | Author
DOI: 10.1007/978-3-031-07704-3_31
Part of ISBN: 9783031077036
Part of ISBN: 9783031077043
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Contributors: IRENE RECHICHI; Federica Amato ; Alessandro CICOLIN; Gabriella OLMO
Source: Self-asserted source
Federica Amato
grade
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Obesity and Gastro-Esophageal Reflux voice disorders: a Machine Learning approach

2022 IEEE International Symposium on Medical Measurements and Applications (MeMeA)
2022-06-22 | Conference paper
DOI: 10.1109/memea54994.2022.9856574
Contributors: Federica Amato; Maria Fasani; Glauco Raffaelli; Valerio Cesarini; Gabriella Olmo; Nicola Di Lorenzo; Giovanni Costantini; Giovanni Saggio
Source: Self-asserted source
Federica Amato

Sleep Quality through Vocal Analysis: a Telemedicine Application

2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops)
2022-03-21 | Conference paper
DOI: 10.1109/percomworkshops53856.2022.9767372
Contributors: Federica Amato; Irene Rechichi; Luigi Borzi; Gabriella Olmo
Source: Self-asserted source
Federica Amato

Speech Impairment in Parkinson’s Disease: Acoustic Analysis of Unvoiced Consonants in Italian Native Speakers

IEEE Access
2021 | Journal article | Author
DOI: 10.1109/access.2021.3135626
Part of ISSN: 2169-3536
Contributors: Federica Amato ; LUIGI BORZI'; Gabriella OLMO; Carlo Alberto Artusi; Gabriele Imbalzano; Leonardo Lopiano
Source: Self-asserted source
Federica Amato
grade
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An algorithm for Parkinson’s disease speech classification based on isolated words analysis

Health Information Science and Systems
2021-12 | Journal article | Author
DOI: 10.1007/s13755-021-00162-8
Part of ISSN: 2047-2501
Contributors: Federica Amato ; Luigi Borzì; Gabriella Olmo; Juan Rafael Orozco-Arroyave
Source: Self-asserted source
Federica Amato
grade
Preferred source (of 2)‎

Smartphone-Based Evaluation of Postural Stability in Parkinson’s Disease Patients During Quiet Stance

Electronics
2020-06-01 | Journal article
DOI: 10.3390/electronics9060919
Part of ISSN: 2079-9292
Contributors: LUIGI BORZI'; Silvia Fornara; Federica Amato; Gabriella Olmo; Carlo Alberto Artusi; Leonardo Lopiano
Source: Self-asserted source
Federica Amato

Peer review (1 review for 1 publication/grant)

Review activity for Information technology and management. (1)
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