Archivio Istituzionale della RicercaOLMO, Gabriella
OLMO, Gabriella
Dipartimento di Automatica e Informatica
001942
Towards fully automatic quantification of REM sleep without atonia according to the Sleep Innsbruck Barcelona scoring method
In corso di stampa Rechichi, Irene; Olmo, Gabriella; Stefani, Ambra; Heidbreder, Anna; Holzknecht, Evi; Bergmann, Melanie; Ibrahim, Abubaker; Brandauer, Elisabeth; Högl, Birgit; Cesari, Matteo
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
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
A Single-Channel EEG Approach for Sleep Stage-Independent Automatic Detection of REM Sleep Behavior Disorder
2025 Giarrusso, Gabriele Salvatore; Rechichi, Irene; Cicolin, Alessandro; Olmo, Gabriella
A Wavelet- and Machine Learning-Based Framework for the Automatic Detection of Artefacts in Electromyography REM sleep
2025 Rechichi, Irene; Stefani, Ambra; Högl, Birgit; Heidbreder, Anna; Holzknecht, Evi; Bergmann, Melanie; Ibrahim, Abubaker; Brandauer, Elisabeth; Olmo, Gabriella; Cesari, Matteo
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.
EHWGesture - A Dataset for Multimodal Understanding of Clinical Gestures
2025 Amprimo, Gianluca; Ancilotto, Alberto; Savino, Alessandro; Quazzolo, Fabio; Ferraris, Claudia; Olmo, Gabriella; Farella, Elisabetta; Di Carlo, Stefano
Exploring Parkinson’s Disease Datasets: Key Findings, Challenges, and Recommendations for Motor Symptom Analysis
2025 Tebaldi, Michele; Borzì, Luigi; Olmo, Gabriella; Giugno, Rosalba; Pravadelli, Graziano; Demrozi, Florenc
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
Intra-Subject Clustering of ECG Heartbeats from Wearable Devices Using Deep Learning and Feature Engineering
2025 Digiacomo, Federico; Olmo, Gabriella; Gumiero, Alessandro
Single-Channel Wearable EEG for Monitoring Mental Workload for Telerehabilitation Applications
2025 Rechichi, Irene; Amprimo, Gianluca; Ferraris, Claudia; Olmo, Gabriella
Spike Train Scalograms (STS): a Deep Learning Classification Pipeline for Neuronal Cell Types
2025 Amprimo, Gianluca; Martini, Lorenzo; Bilir, Begum; Bardini, Roberta; Savino, Alessandro; Olmo, Gabriella; Di Carlo, Stefano
Usability Assessment in Parkinson’s Disease: the Case Study of the FarmExergame
2025 Masi, Giulia; Tonti, Sofia; Ferraris, Claudia; Olmo, Gabriella; Priano, Lorenzo; Amprimo, Gianluca
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.
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Towards fully automatic quantification of REM sleep without atonia according to the Sleep Innsbruck Barcelona scoring method / Rechichi, I., Olmo, G., Stefani, A., Heidbreder, A., Holzknecht, E., Bergmann, M., Ibrahim, A., Brandauer, E., Högl, B., Cesari, M.. - ELETTRONICO. - (In corso di stampa). (World Sleep 2023 Rio De Janeiro (BRASILE) 20-25 October 2023). | In corso di stampa | Rechichi, IreneOlmo, Gabriella + | - |
| 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 |
| 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 |
| A Single-Channel EEG Approach for Sleep Stage-Independent Automatic Detection of REM Sleep Behavior Disorder / Giarrusso, G.S., Rechichi, I., Cicolin, A., Olmo, G.. - ELETTRONICO. - (2025), pp. 1-6. (Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) Copenhagen (DNK) 14-18 July 2025) [10.1109/embc58623.2025.11254593]. | 1-gen-2025 | Gabriele Salvatore GiarrussoIrene RechichiGabriella Olmo + | _EMBC_2025__Stage_Agnostic_Screening_of_RBD.pdf; A_Single-Channel_EEG_Approach_for_Sleep_Stage-Independent_Automatic_Detection_of_REM_Sleep_Behavior_Disorder.pdf |
| A Wavelet- and Machine Learning-Based Framework for the Automatic Detection of Artefacts in Electromyography REM sleep / Rechichi, I., Stefani, A., Högl, B., Heidbreder, A., Holzknecht, E., Bergmann, M., Ibrahim, A., Brandauer, E., Olmo, G., Cesari, M.. - (2025), pp. 1-4. (International Conference of the IEEE Engineering in Medicine and Biology Society (IEEE EMBC) Copenaghen (DK) 14-18 July 2025) [10.1109/embc58623.2025.11252774]. | 1-gen-2025 | Rechichi, IreneOlmo, Gabriella + | AAM_Artefact_Detection_in_RWA.pdf; A_Wavelet-_and_Machine_Learning-Based_Framework_for_the_Automatic_Detection_of_Artefacts_in_Electromyography_REM_sleep.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 |
| EHWGesture - A Dataset for Multimodal Understanding of Clinical Gestures / Amprimo, G., Ancilotto, A., Savino, A., Quazzolo, F., Ferraris, C., Olmo, G., Farella, E., Di Carlo, S.. - ELETTRONICO. - (2025), pp. 2722-2731. (IEEE/CVF International Conference on Computer Vision Honolulu, HI, USA 19-20 October 2025) [10.1109/iccvw69036.2025.00283]. | 1-gen-2025 | Amprimo, GianlucaSavino, AlessandroOlmo, GabriellaDi Carlo, Stefano + | EHWGesture___A_dataset_for_multimodal_action_recognition.pdf; EHWGesture_-_A_Dataset_for_Multimodal_Understanding_of_Clinical_Gestures.pdf |
| Exploring Parkinson’s Disease Datasets: Key Findings, Challenges, and Recommendations for Motor Symptom Analysis / Tebaldi, M., Borzì, L., Olmo, G., Giugno, R., Pravadelli, G., Demrozi, F.. - ELETTRONICO. - 2025:(2025), pp. 1-7. (2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) Copenhagen (DK) 14-18 July 2025) [10.1109/embc58623.2025.11252635]. | 1-gen-2025 | Borzì, LuigiOlmo, Gabriella + | Exploring Parkinson’s Disease Datasets Key Findings, Challenges, and Recommendations for Motor Symptom Analysis.pdf; IEEE_EMBC2025_BriefSurvey (1).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 |
| Intra-Subject Clustering of ECG Heartbeats from Wearable Devices Using Deep Learning and Feature Engineering / Digiacomo, F., Olmo, G., Gumiero, A.. - (2025), pp. 57-64. (38th IEEE International Symposium on Computer-Based Medical Systems, CBMS 2025 Madrid (ESP) 18-20 June 2025) [10.1109/cbms65348.2025.00021]. | 1-gen-2025 | Digiacomo, FedericoOlmo, Gabriella + | Intra-Subject_Clustering_of_ECG_Heartbeats_from_Wearable_Devices_Using_Deep_Learning_and_Feature_Engineering.pdf; CBMS_AAM.pdf |
| Single-Channel Wearable EEG for Monitoring Mental Workload for Telerehabilitation Applications / Rechichi, I., Amprimo, G., Ferraris, C., Olmo, G.. - (2025), pp. 434-439. (2025 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2025 Washington DC (USA) 17-21 March 2025) [10.1109/percomworkshops65533.2025.00104]. | 1-gen-2025 | Rechichi, IreneAmprimo, GianlucaOlmo, Gabriella + | Single-Channel_Wearable_EEG_for_Monitoring_Mental_Workload_for_Telerehabilitation_Applications.pdf |
| Spike Train Scalograms (STS): a Deep Learning Classification Pipeline for Neuronal Cell Types / Amprimo, G., Martini, L., Bilir, B., Bardini, R., Savino, A., Olmo, G., Di Carlo, S.. - ELETTRONICO. - 2025:(2025), pp. 1-7. (2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) Copenhagen (DNK) 14-18 July 2025) [10.1109/embc58623.2025.11252661]. | 1-gen-2025 | Amprimo, GianlucaMartini, LorenzoBardini, RobertaSavino, AlessandroOlmo, GabriellaDi Carlo, Stefano + | Spike_Train_Scalograms_STS_a_Deep_Learning_Classification_Pipeline_for_Neuronal_Cell_Types.pdf; Spike_Train_Scalograms_STS.pdf |
| Usability Assessment in Parkinson’s Disease: the Case Study of the FarmExergame / Masi, G., Tonti, S., Ferraris, C., Olmo, G., Priano, L., Amprimo, G.. - (2025), pp. 464-469. (2025 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2025 Washington DC (USA) 17-21 March 2025) [10.1109/percomworkshops65533.2025.00109]. | 1-gen-2025 | Masi, GiuliaOlmo, GabriellaAmprimo, Gianluca + | Usability_Assessment_in_Parkinsons_Disease_the_Case_Study_of_the_FarmExergame.pdf; TELMED2025 (2).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 |