Archivio Istituzionale della RicercaOLMO, Gabriella
OLMO, Gabriella
Dipartimento di Automatica e Informatica
001942
A multi-level annotated sensor dataset of gait freezing manifestations and severity in Parkinson’s disease
2026 Borzì, Luigi; Demrozi, Florenc; Bacchin, Ruggero Angelo; Turetta, Cristian; Tebaldi, Michele; Sigcha, Luis; Zolfaghari, Samaneh; Rinaldi, Domiziana; Fazzina, Giuliana; Balestro, Giulio; Picelli, Alessandro; Pravadelli, Graziano; Olmo, Gabriella; Tamburin, Stefano; Lopiano, Leonardo; Artusi, Carlo Alberto
From RGB-D to RGB-Only: Reliability and Clinical Relevance of Markerless Skeletal Tracking for Postural Assessment in Parkinson’s Disease
2026 Ferraris, Claudia; Amprimo, Gianluca; Olmo, Gabriella; Ghislieri, Marco; Patera, Martina; Suppa, Antonio; Gallo, Silvia; Imbalzano, Gabriele; Lopiano, Leonardo; Artusi, Carlo Alberto
Full-Night Comparison of ECG- and PPG-Derived Measures of Cardiac Variability for Sleep Disorder Screening
2026 Ciampa, Ilaria; Perrone, Benedetta; Mosca, Umberto; Fattori, Elisa; Sinagra, Serena; Cicolin, Alessandro; Rechichi, Irene; Olmo, Gabriella
L-Dopa/Carbidopa intestinal gel infusion in advanced Parkinson’s disease: real-life mobility insights from wearable sensors
2026 Zampogna, Alessandro; Borzì, Luigi; Rinaldi, Domiziana; Imbalzano, Gabriele; Patera, Martina; Falletti, Marco; Artusi, Carlo Alberto; Bianchini, Edoardo; Lopiano, Leonardo; Olmo, Gabriella; Suppa, Antonio
Machine and deep learning in REM sleep behavior disorder: a scoping review and analysis of reporting quality
2026 Brink-Kjaer, Andreas; Rechichi, Irene; Arnaldi, Dario; Cesarone, Olivia; During, Emmanuel; Feuerstein, Simon; Gunter, Katarina M.; Högl, Birgit; Ibrahim, Abubaker; Jennum, Poul; Mignot, Emmanuel; Olmo, Gabriella; Roascio, Monica; Stefani, Ambra; Tang, Qi; Cesari, Matteo
A Data-driven Exploration and Prediction of Deep Brain Stimulation Effects on Gait in Parkinson's Disease
2025 Amprimo, Gianluca; Mei, Zhongke; Ferraris, Claudia; Olmo, Gabriella; Ravi, Deepak K
AI-Based Facial Emotion Analysis for Early and Differential Diagnosis of Dementia
2025 Bergamasco, Letizia; Coletta, Anita; Olmo, Gabriella; Cermelli, Aurora; Rubino, Elisa; Rainero, Innocenzo
Automatic Detection of Cognitive Impairment Through Facial Emotion Analysis
2025 Bergamasco, Letizia; Lorenzo, Federica; Coletta, Anita; Olmo, Gabriella; Cermelli, Aurora; Rubino, Elisa; Rainero, Innocenzo
Diagnostic efficacy of large language models in the pediatric emergency department: a pilot study
2025 Del Monte, Francesco; Barolo, Roberta; Circhetta, Maria; Delmonaco, Angelo Giovanni; Castagno, Emanuele; Pivetta, Emanuele; Bergamasco, Letizia; Franco, Matteo; Olmo, Gabriella; Bondone, Claudia
Early Detection of Dysphagia Signs in Parkinson’s Disease: An Artificial Intelligence-Based Approach Using Non-Invasive Sensors
2025 Gazzanti Pugliese Di Cotrone, Michele Antonio; Akhtar, Nidà Farooq; Patera, Martina; Gallo, Silvia; Mosca, Umberto; Ghislieri, Marco; Ferraris, Claudia; Suppa, Antonio; Artusi, Carlo Alberto; Zampogna, Alessandro; Amprimo, Gianluca; Imbalzano, Gabriele; Cerfoglio, Serena; Cimolin, Veronica; Borzì, Luigi; Olmo, Gabriella; Irrera, Fernanda
Edge-based freezing of gait recognition in Parkinson's disease
2025 Borzi', L.; Sigcha, L.; Firouzi, F.; Olmo, G.; Demrozi, F.
Freezing of gait detection: The effect of sensor type, position, activities, datasets, and machine learning model
2025 Borzì, Luigi; Demrozi, Florenc; Bacchin, Ruggero Angelo; Turetta, Cristian; Sigcha, Luis; Rinaldi, Domiziana; Fazzina, Giuliana; Balestro, Giulio; Picelli, Alessandro; Pravadelli, Graziano; Olmo, Gabriella; Tamburin, Stefano; Lopiano, Leonardo; Artusi, Carlo Alberto
Short-Term Detection of Dynamic Stress Levels in Exergaming with Wearables
2025 Masi, Giulia; Amprimo, Gianluca; Rechichi, Irene; Olmo, Gabriella; Ferraris, Claudia
Deep learning algorithms for detecting freezing of gait in Parkinson’s disease: A cross-dataset study
2024 Sigcha, Luis; Borzì, Luigi; Olmo, Gabriella
Deep Learning for hand tracking in Parkinson's Disease video-based assessment: Current and future perspectives
2024 Amprimo, G.; Masi, G.; Olmo, G.; Ferraris, C.
Evaluating Motor Symptoms in Parkinson’s Disease Through Wearable Sensors: A Systematic Review of Digital Biomarkers
2024 Polvorinos-Fernández, Carlos; Sigcha, Luis; Borzì, Luigi; Olmo, Gabriella; Asensio, César; López, Juan Manuel; de Arcas, Guillermo; Pavón, Ignacio
Hand tracking for clinical applications: Validation of the Google MediaPipe Hand (GMH) and the depth-enhanced GMH-D frameworks
2024 Amprimo, Gianluca; Masi, Giulia; Pettiti, Giuseppe; Olmo, Gabriella; Priano, Lorenzo; Ferraris, Claudia
Neuronal Spike Shapes (NSS): A straightforward approach to investigate heterogeneity in neuronal excitability states
2024 Martini, Lorenzo; Amprimo, Gianluca; Di Carlo, Stefano; Olmo, Gabriella; Ferraris, Claudia; Savino, Alessandro; Bardini, Roberta
Unveiling the Unpredictable in Parkinson’s Disease: Sensor-Based Monitoring of Dyskinesias and Freezing of Gait in Daily Life
2024 Zampogna, Alessandro; Borzì, Luigi; Rinaldi, Domiziana; Artusi, Carlo Alberto; Imbalzano, Gabriele; Patera, Martina; Lopiano, Leonardo; Pontieri, Francesco; Olmo, Gabriella; Suppa, Antonio
Context Recognition Algorithms for Energy-Efficient Freezing-of-Gait Detection in Parkinson’s Disease
2023 Borzi', Luigi; Sigcha, Luis; Olmo, Gabriella
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| A multi-level annotated sensor dataset of gait freezing manifestations and severity in Parkinson’s disease / Borzì, L., Demrozi, F., Bacchin, R.A., Turetta, C., Tebaldi, M., Sigcha, L., Zolfaghari, S., Rinaldi, D., Fazzina, G., Balestro, G., Picelli, A., Pravadelli, G., Olmo, G., Tamburin, S., Lopiano, L., Artusi, C.A.. - In: SCIENTIFIC DATA. - ISSN 2052-4463. - ELETTRONICO. - 13:1(2026). [10.1038/s41597-026-06645-1] | 1-gen-2026 | Borzì, LuigiOlmo, Gabriella + | s41597-026-06645-1.pdf |
| From RGB-D to RGB-Only: Reliability and Clinical Relevance of Markerless Skeletal Tracking for Postural Assessment in Parkinson’s Disease / Ferraris, C., Amprimo, G., Olmo, G., Ghislieri, M., Patera, M., Suppa, A., Gallo, S., Imbalzano, G., Lopiano, L., Artusi, C.A.. - In: SENSORS. - ISSN 1424-8220. - ELETTRONICO. - 26:4(2026), pp. 1-31. [10.3390/s26041146] | 1-gen-2026 | Amprimo, GianlucaOlmo, GabriellaGhislieri, Marco + | sensors-26-01146.pdf |
| Full-Night Comparison of ECG- and PPG-Derived Measures of Cardiac Variability for Sleep Disorder Screening / Ciampa, I., Perrone, B., Mosca, U., Fattori, E., Sinagra, S., Cicolin, A., Rechichi, I., Olmo, G.. - In: ALGORITHMS. - ISSN 1999-4893. - ELETTRONICO. - 19:7(2026). [10.3390/a19070531] | 1-gen-2026 | Ilaria CiampaBenedetta PerroneUmberto MoscaIrene RechichiGabriella Olmo + | algorithms-19-00531.pdf |
| L-Dopa/Carbidopa intestinal gel infusion in advanced Parkinson’s disease: real-life mobility insights from wearable sensors / Zampogna, A., Borzì, L., Rinaldi, D., Imbalzano, G., Patera, M., Falletti, M., Artusi, C.A., Bianchini, E., Lopiano, L., Olmo, G., Suppa, A.. - In: FRONTIERS IN NEUROLOGY. - ISSN 1664-2295. - ELETTRONICO. - 17:(2026). [10.3389/fneur.2026.1812950] | 1-gen-2026 | Borzì, LuigiOlmo, Gabriella + | fneur-17-1812950 (1).pdf |
| Machine and deep learning in REM sleep behavior disorder: a scoping review and analysis of reporting quality / Brink-Kjaer, A., Rechichi, I., Arnaldi, D., Cesarone, O., During, E., Feuerstein, S., Gunter, K.M., Högl, B., Ibrahim, A., Jennum, P., Mignot, E., Olmo, G., Roascio, M., Stefani, A., Tang, Q.i., Cesari, M.. - In: SLEEP MEDICINE REVIEWS. - ISSN 1087-0792. - ELETTRONICO. - 88:(2026). [10.1016/j.smrv.2026.102299] | 1-gen-2026 | Rechichi, IreneOlmo, Gabriella + | 1-s2.0-S1087079226000717-main.pdf |
| A Data-driven Exploration and Prediction of Deep Brain Stimulation Effects on Gait in Parkinson's Disease / Amprimo, G., Mei, Z., Ferraris, C., Olmo, G., Ravi, D.K.. - In: IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS. - ISSN 2168-2194. - 29:7(2025), pp. 4647-4658. [10.1109/JBHI.2024.3446548] | 1-gen-2025 | Amprimo, GianlucaOlmo, Gabriella + | A_Data-Driven_Exploration_and_Prediction_of_Deep_Brain_Stimulation_Effects_on_Gait_in_Parkinsons_Disease.pdf |
| AI-Based Facial Emotion Analysis for Early and Differential Diagnosis of Dementia / Bergamasco, L., Coletta, A., Olmo, G., Cermelli, A., Rubino, E., Rainero, I.. - In: BIOENGINEERING. - ISSN 2306-5354. - ELETTRONICO. - 12:10(2025). [10.3390/bioengineering12101082] | 1-gen-2025 | Bergamasco, LetiziaColetta, AnitaOlmo, Gabriella + | bioengineering-12-01082.pdf |
| Automatic Detection of Cognitive Impairment Through Facial Emotion Analysis / Bergamasco, L., Lorenzo, F., Coletta, A., Olmo, G., Cermelli, A., Rubino, E., Rainero, I.. - In: APPLIED SCIENCES. - ISSN 2076-3417. - ELETTRONICO. - 15:16(2025). [10.3390/app15169103] | 1-gen-2025 | Bergamasco, LetiziaColetta, AnitaOlmo, Gabriella + | applsci-15-09103.pdf |
| Diagnostic efficacy of large language models in the pediatric emergency department: a pilot study / Del Monte, F., Barolo, R., Circhetta, M., Delmonaco, A.G., Castagno, E., Pivetta, E., Bergamasco, L., Franco, M., Olmo, G., Bondone, C.. - In: FRONTIERS IN DIGITAL HEALTH. - ISSN 2673-253X. - 7:(2025). [10.3389/fdgth.2025.1624786] | 1-gen-2025 | Circhetta, MariaBergamasco, LetiziaOlmo, Gabriella + | fdgth-3-1624786.pdf |
| Early Detection of Dysphagia Signs in Parkinson’s Disease: An Artificial Intelligence-Based Approach Using Non-Invasive Sensors / Gazzanti Pugliese Di Cotrone, M.A., Akhtar, N.F., Patera, M., Gallo, S., Mosca, U., Ghislieri, M., Ferraris, C., Suppa, A., Artusi, C.A., Zampogna, A., Amprimo, G., Imbalzano, G., Cerfoglio, S., Cimolin, V., Borzì, L., Olmo, G., Irrera, F.. - In: SENSORS. - ISSN 1424-8220. - ELETTRONICO. - 25:22(2025). [10.3390/s25226834] | 1-gen-2025 | Mosca, UmbertoGhislieri, MarcoAmprimo, GianlucaBorzì, LuigiOlmo, Gabriella + | sensors-25-06834.pdf |
| Edge-based freezing of gait recognition in Parkinson's disease / Borzi', L., Sigcha, L., Firouzi, F., Olmo, G., Demrozi, F.. - In: COMPUTERS & ELECTRICAL ENGINEERING. - ISSN 0045-7906. - ELETTRONICO. - 127:A(2025). [10.1016/j.compeleceng.2025.110530] | 1-gen-2025 | Borzi' L.Olmo G. + | Edge-based freezing of gait recognition in Parkinson’s disease.pdf |
| Freezing of gait detection: The effect of sensor type, position, activities, datasets, and machine learning model / Borzì, L., Demrozi, F., Bacchin, R.A., Turetta, C., Sigcha, L., Rinaldi, D., Fazzina, G., Balestro, G., Picelli, A., Pravadelli, G., Olmo, G., Tamburin, S., Lopiano, L., Artusi, C.A.. - In: JOURNAL OF PARKINSON'S DISEASE. - ISSN 1877-7171. - ELETTRONICO. - 15:1(2025), pp. 163-181. [10.1177/1877718x241302766] | 1-gen-2025 | Borzì, LuigiOlmo, Gabriella + | borzi-et-al-2025-freezing-of-gait-detection-the-effect-of-sensor-type-position-activities-datasets-and-machine-learning.pdf |
| Short-Term Detection of Dynamic Stress Levels in Exergaming with Wearables / Masi, G., Amprimo, G., Rechichi, I., Olmo, G., Ferraris, C.. - In: SENSORS. - ISSN 1424-8220. - 25:21(2025). [10.3390/s25216572] | 1-gen-2025 | Masi, GiuliaAmprimo, GianlucaRechichi, IreneOlmo, Gabriella + | sensors-25-06572.pdf |
| Deep learning algorithms for detecting freezing of gait in Parkinson’s disease: A cross-dataset study / Sigcha, L., Borzì, L., Olmo, G.. - In: EXPERT SYSTEMS WITH APPLICATIONS. - ISSN 0957-4174. - ELETTRONICO. - 255:A(2024). [10.1016/j.eswa.2024.124522] | 1-gen-2024 | Borzì, LuigiOlmo, Gabriella + | 1-s2.0-S0957417424013897.pdf |
| Deep Learning for hand tracking in Parkinson's Disease video-based assessment: Current and future perspectives / Amprimo, G., Masi, G., Olmo, G., Ferraris, C.. - In: ARTIFICIAL INTELLIGENCE IN MEDICINE. - ISSN 0933-3657. - 154:(2024). [10.1016/j.artmed.2024.102914] | 1-gen-2024 | Amprimo G.Masi G.Olmo G. + | 1-s2.0-S0933365724001568-main.pdf |
| Evaluating Motor Symptoms in Parkinson’s Disease Through Wearable Sensors: A Systematic Review of Digital Biomarkers / Polvorinos-Fernández, C., Sigcha, L., Borzì, L., Olmo, G., Asensio, C., López, J.M., de Arcas, G., Pavón, I.. - In: APPLIED SCIENCES. - ISSN 2076-3417. - ELETTRONICO. - 14:22(2024). [10.3390/app142210189] | 1-gen-2024 | Borzì, LuigiOlmo, Gabriella + | applsci-14-10189-v2.pdf |
| Hand tracking for clinical applications: Validation of the Google MediaPipe Hand (GMH) and the depth-enhanced GMH-D frameworks / Amprimo, G., Masi, G., Pettiti, G., Olmo, G., Priano, L., Ferraris, C.. - In: BIOMEDICAL SIGNAL PROCESSING AND CONTROL (ONLINE). - ISSN 1746-8108. - 96:(2024). [10.1016/j.bspc.2024.106508] | 1-gen-2024 | Gianluca AmprimoGiulia MasiGabriella Olmo + | 1-s2.0-S1746809424005664-main-2.pdf |
| Neuronal Spike Shapes (NSS): A straightforward approach to investigate heterogeneity in neuronal excitability states / Martini, L., Amprimo, G., Di Carlo, S., Olmo, G., Ferraris, C., Savino, A., Bardini, R.. - In: COMPUTERS IN BIOLOGY AND MEDICINE. - ISSN 0010-4825. - ELETTRONICO. - 168:(2024), pp. 1-15. [10.1016/j.compbiomed.2023.107783] | 1-gen-2024 | Martini, LorenzoAmprimo, GianlucaDi Carlo, StefanoOlmo, GabriellaSavino, AlessandroBardini, Roberta + | 1-s2.0-S0010482523012489-main.pdf |
| Unveiling the Unpredictable in Parkinson’s Disease: Sensor-Based Monitoring of Dyskinesias and Freezing of Gait in Daily Life / Zampogna, A., Borzì, L., Rinaldi, D., Artusi, C.A., Imbalzano, G., Patera, M., Lopiano, L., Pontieri, F., Olmo, G., Suppa, A.. - In: BIOENGINEERING. - ISSN 2306-5354. - ELETTRONICO. - 11:5(2024). [10.3390/bioengineering11050440] | 1-gen-2024 | Borzì, LuigiOlmo, Gabriella + | Unveiling the Unpredictable in Parkinson Disease Sensor-Based Monitoring of Dyskinesias and Freezing of Gait in Daily Life.pdf |
| Context Recognition Algorithms for Energy-Efficient Freezing-of-Gait Detection in Parkinson’s Disease / Borzi', L., Sigcha, L., Olmo, G.. - In: SENSORS. - ISSN 1424-8220. - ELETTRONICO. - 23:9(2023). [10.3390/s23094426] | 1-gen-2023 | Luigi BorzìGabriella Olmo + | Context Recognition Algorithms for Energy-Efficient Freezing-of-Gait Detection in Parkinson's Disease.pdf |