Preliminary Exploration of a Gait Alteration Index to Detect Abnormal Walking Through a RGB-D Camera and Human Pose Estimation.

Claudia Ferraris https://orcid.org/0000-0001-5381-4794 https://www.wikidata.org/entity/Q51894934

Gianluca Amprimo Lorenzo Priano Luca Vismara Claudia Ferraris Preliminary Exploration of a Gait Alteration Index to Detect Abnormal Walking Through a RGB-D Camera and Human Pose Estimation. 2026 19 Algorithms 2 https://doi.org/10.3390/a19020146 db/journals/algorithms/algorithms19.html#AmprimoPVF26 streams/journals/algorithms

Claudia Ferraris Gianluca Amprimo Serena Cerfoglio Luca Vismara Veronica Cimolin A Deep Dive Into MediaPipe Pose for Postural Assessment: A Comparative Investigation. 211055-211074 2025 13 IEEE Access https://doi.org/10.1109/ACCESS.2025.3643126 db/journals/access/access13.html#FerrarisACVC25 streams/journals/access

Gianluca Amprimo Zhongke Mei Claudia Ferraris Gabriella Olmo Deepak Ravi A Data-Driven Exploration and Prediction of Deep Brain Stimulation Effects on Gait in Parkinson's Disease. 4647-4658 2025 July 29 IEEE J. Biomed. Health Informatics 7 https://doi.org/10.1109/JBHI.2024.3446548 db/journals/titb/titb29.html#AmprimoMFOR25 streams/journals/titb

Gianluca Amprimo Alberto Ancilotto Alessandro Savino Fabio Quazzolo Claudia Ferraris Gabriella Olmo Elisabetta Farella Stefano Di Carlo EHWGesture - A Dataset for Multimodal Understanding of Clinical Gestures. ICCVW 2025 2722-2731 conf/iccv/2025w https://doi.org/10.1109/ICCVW69036.2025.00283 db/conf/iccv/iccv2025w.html#AmprimoASQFOFC25 streams/conf/iccv Irene Rechichi Gianluca Amprimo Claudia Ferraris Gabriella Olmo Single-Channel Wearable EEG for Monitoring Mental Workload for Telerehabilitation Applications. 434-439 2025 PerCom Workshops https://doi.org/10.1109/PerComWorkshops65533.2025.00104 conf/percom/2025w db/conf/percom/percomw2025.html#RechichiAFO25 Giulia Masi Sofia Tonti Claudia Ferraris Gabriella Olmo Lorenzo Priano Gianluca Amprimo Usability Assessment in Parkinson's Disease: the Case Study of the FarmExergame. 464-469 2025 PerCom Workshops https://doi.org/10.1109/PerComWorkshops65533.2025.00109 conf/percom/2025w db/conf/percom/percomw2025.html#MasiTFOPA25

Gianluca Amprimo Alberto Ancilotto Alessandro Savino Fabio Quazzolo Claudia Ferraris Gabriella Olmo Elisabetta Farella Stefano Di Carlo EHWGesture - A dataset for multimodal understanding of clinical gestures. 2025 September abs/2509.07525 CoRR https://doi.org/10.48550/arXiv.2509.07525 db/journals/corr/corr2509.html#abs-2509-07525 streams/journals/corr

Gianluca Amprimo Giulia Masi Gabriella Olmo Claudia Ferraris Deep Learning for hand tracking in Parkinson's Disease video-based assessment: Current and future perspectives. 102914 2024 154 Artif. Intell. Medicine https://doi.org/10.1016/j.artmed.2024.102914 db/journals/artmed/artmed154.html#AmprimoMOF24 streams/journals/artmed

Gianluca Amprimo Giulia Masi Giuseppe Pettiti Gabriella Olmo Lorenzo Priano Claudia Ferraris Hand tracking for clinical applications: Validation of the Google MediaPipe Hand (GMH) and the depth-enhanced GMH-D frameworks. 106508 2024 96 Biomed. Signal Process. Control. https://doi.org/10.1016/j.bspc.2024.106508 db/journals/bspc/bspc96.html#AmprimoMPOPF24

Lorenzo Martini Gianluca Amprimo Stefano Di Carlo Gabriella Olmo Claudia Ferraris Alessandro Savino Roberta Bardini Neuronal Spike Shapes (NSS): A straightforward approach to investigate heterogeneity in neuronal excitability states. 107783 2024 January 168 Comput. Biol. Medicine https://doi.org/10.1016/j.compbiomed.2023.107783 db/journals/cbm/cbm168.html#MartiniACOFSB24

Claudia Ferraris Valerio Votta Roberto Nerino Antonio Chimienti Lorenzo Priano Alessandro Mauro At-home assessment of postural stability in parkinson's disease: a vision-based approach. 2765-2778 2024 May 15 J. Ambient Intell. Humaniz. Comput. 5 https://doi.org/10.1007/s12652-023-04553-5 db/journals/jaihc/jaihc15.html#FerrarisVNCPM24

Giulia Masi Gianluca Amprimo Claudia Ferraris Lorenzo Priano Correction: Masi et al. Stress and Workload Assessment in Aviation - A Narrative Review. Sensors 2023, 23, 3556. 690 2024 January 24 Sensors 2 https://doi.org/10.3390/s24020690 db/journals/sensors/sensors24.html#MasiAFP24

Gianluca Amprimo Giulia Masi Gabriella Olmo Claudia Ferraris Enhancing Model Generalizability In Parkinson's Disease Automatic Assessment: A Semi-Supervised Approach Across Independent Experiments. 1-4 2024 EMBC https://doi.org/10.1109/EMBC53108.2024.10781915 conf/embc/2024 db/conf/embc/embc2024.html#AmprimoMOF24 Giulia Masi Gianluca Amprimo Irene Rechichi Claudia Ferraris Gabriella Olmo Does Baseline Stress Affect Electrodermal Activity? A Serious-Game-Based Pilot Study. 1-4 2024 EMBC https://doi.org/10.1109/EMBC53108.2024.10781944 conf/embc/2024 db/conf/embc/embc2024.html#MasiARFO24

Giulia Masi Gianluca Amprimo Claudia Ferraris Lorenzo Priano Stress and Workload Assessment in Aviation - A Narrative Review. 3556 2023 April 23 Sensors 7 https://doi.org/10.3390/s23073556 db/journals/sensors/sensors23.html#MasiAFP23

Claudia Ferraris Gianluca Amprimo Luca Vismara Alessandro Mauro Giuseppe Pettiti Enhancing upper limb mobility through gamified tasks and azure kinect: a preliminary study in post-stroke subjects. 53-66 2023 AIxAS@AI*IA https://ceur-ws.org/Vol-3623/AIxAS_2023_paper_6.pdf conf/aixas/2023 db/conf/aixas/aixas2023.html#FerrarisAVMP23 Gianluca Amprimo Irene Rechichi Claudia Ferraris Gabriella Olmo Objective Assessment of the Finger Tapping Task in Parkinson's Disease and Control Subjects using Azure Kinect and Machine Learning. 640-645 2023 CBMS https://doi.org/10.1109/CBMS58004.2023.00293 conf/cbms/2023 db/conf/cbms/cbms2023.html#AmprimoRFO23 Giulia Masi Gianluca Amprimo Irene Rechichi Claudia Ferraris Lorenzo Priano Electrodermal Activity in the Evaluation of Engagement for Telemedicine Applications. 130-135 2023 PerCom Workshops https://doi.org/10.1109/PerComWorkshops56833.2023.10150380 conf/percom/2023w db/conf/percom/percomw2023.html#MasiARFP23

Gianluca Amprimo Giulia Masi Giuseppe Pettiti Gabriella Olmo Lorenzo Priano Claudia Ferraris Hand tracking for clinical applications: validation of the Google MediaPipe Hand (GMH) and the depth-enhanced GMH-D frameworks. 2023 abs/2308.01088 CoRR https://doi.org/10.48550/arXiv.2308.01088 db/journals/corr/corr2308.html#abs-2308-01088

Veronica Cimolin Luca Vismara Claudia Ferraris Gianluca Amprimo Giuseppe Pettiti Roberto Lopez Manuela Galli Riccardo Cremascoli Serena Sinagra Alessandro Mauro Lorenzo Priano Computation of Gait Parameters in Post Stroke and Parkinson's Disease: A Comparative Study Using RGB-D Sensors and Optoelectronic Systems. 824 2022 22 Sensors 3 https://doi.org/10.3390/s22030824 db/journals/sensors/sensors22.html#CimolinVFAPLGCS22

Serena Cerfoglio Claudia Ferraris Luca Vismara Gianluca Amprimo Lorenzo Priano Giuseppe Pettiti Manuela Galli Alessandro Mauro Veronica Cimolin Kinect-Based Assessment of Lower Limbs during Gait in Post-Stroke Hemiplegic Patients: A Narrative Review. 4910 2022 22 Sensors 13 https://doi.org/10.3390/s22134910 db/journals/sensors/sensors22.html#CerfoglioFVAPPG22

Claudia Ferraris Gianluca Amprimo Giulia Masi Luca Vismara Riccardo Cremascoli Serena Sinagra Giuseppe Pettiti Alessandro Mauro Lorenzo Priano Evaluation of Arm Swing Features and Asymmetry during Gait in Parkinson's Disease Using the Azure Kinect Sensor. 6282 2022 22 Sensors 16 https://doi.org/10.3390/s22166282 db/journals/sensors/sensors22.html#FerrarisAMVCSPM22

Gianluca Amprimo Giulia Masi Lorenzo Priano Corrado Azzaro Federica Galli Giuseppe Pettiti Alessandro Mauro Claudia Ferraris Assessment Tasks and Virtual Exergames for Remote Monitoring of Parkinson's Disease: An Integrated Approach Based on Azure Kinect. 8173 2022 22 Sensors 21 https://doi.org/10.3390/s22218173 db/journals/sensors/sensors22.html#AmprimoMPAGPMF22

Claudia Ferraris Irene Ronga Roberto Pratola Guido Coppo Tea Bosso Sara Falco Gianluca Amprimo Giuseppe Pettiti Simone Lo Priore Lorenzo Priano Alessandro Mauro Debora Desideri Usability of the REHOME Solution for the Telerehabilitation in Neurological Diseases: Preliminary Results on Motor and Cognitive Platforms. 9467 2022 22 Sensors 23 https://doi.org/10.3390/s22239467 db/journals/sensors/sensors22.html#FerrarisRPCBFAP22

Gianluca Amprimo Claudia Ferraris Giulia Masi Giuseppe Pettiti Lorenzo Priano GMH-D: Combining Google MediaPipe and RGB-Depth Cameras for Hand Motor Skills Remote Assessment. 132-141 2022 ICDH https://doi.org/10.1109/ICDH55609.2022.00029 conf/icdh/2022 db/conf/icdh/icdh2022.html#AmprimoFMPP22 Claudia Ferraris Gianluca Amprimo Giuseppe Pettiti Giulia Masi Lorenzo Priano Automatic Detector of Gait Alterations using RGB-D sensor and supervised classifiers: a preliminary study. 1-6 2022 ISCC https://doi.org/10.1109/ISCC55528.2022.9912923 conf/iscc/2022 db/conf/iscc/iscc2022.html#FerrarisAPMP22 Claudia Ferraris Giuseppe Pettiti Gianluca Amprimo Debora Desideri Roberto Pratola Katiuscia Sacco Irene Ronga Guido Coppo Danilo Soprani Jacopo Barbagallo Santina Antinoro Paolo Ariano Luigi Privitera Telerehabilitation of cognitive, motor and sleep disorders in neurological pathologies: the REHOME project. 1-6 2022 ISCC https://doi.org/10.1109/ISCC55528.2022.9912775 conf/iscc/2022 db/conf/iscc/iscc2022.html#FerrarisPADPSRC22 Gianluca Amprimo Giulia Masi Claudia Ferraris Gabriella Olmo Lorenzo Priano A Preliminary Comparison between Traditional and Gamified Leg Agility Assessment in Parkinsonian Subjects. 1-8 2022 SeGAH https://doi.org/10.1109/SEGAH54908.2022.9978557 conf/segah/2022 db/conf/segah/segah2022.html#AmprimoMFOP22

Claudia Ferraris Veronica Cimolin Luca Vismara Valerio Votta Gianluca Amprimo Riccardo Cremascoli Manuela Galli Roberto Nerino Alessandro Mauro Lorenzo Priano Monitoring of Gait Parameters in Post-Stroke Individuals: A Feasibility Study Using RGB-D Sensors. 5945 2021 21 Sensors 17 https://doi.org/10.3390/s21175945 db/journals/sensors/sensors21.html#FerrarisCVVACGN21

Gianluca Amprimo Giuseppe Pettiti Lorenzo Priano Alessandro Mauro Claudia Ferraris Kinect-based Solution for the Home Monitoring of Gait and Balance in Elderly People with and without Neurological Diseases. 70-80 2021 AIxAS@AI*IA https://ceur-ws.org/Vol-3108/paper6.pdf conf/aiia/2021aixas db/conf/aiia/aixas2021.html#AmprimoPPMF21 Luca Vismara Claudia Ferraris Valerio Votta Roberto Nerino Daniela Clerici Alessandro Mauro Tele-Monitoring and Tele-Rehabilitation of the Hand in Hemiplegic Patients: A Preliminary Study. 272-288 2020 ForItAAL https://doi.org/10.1007/978-3-031-08838-4_20 conf/foritaal/2020 db/conf/foritaal/foritaal2020.html#VismaraFVNCM20

Claudia Ferraris Roberto Nerino Antonio Chimienti Giuseppe Pettiti Nicola Cau Veronica Cimolin Corrado Azzaro Lorenzo Priano Alessandro Mauro Feasibility of Home-Based Automated Assessment of Postural Instability and Lower Limb Impairments in Parkinson's Disease. 1129 2019 19 Sensors 5 https://doi.org/10.3390/s19051129 https://www.wikidata.org/entity/Q64065685 db/journals/sensors/sensors19.html#FerrarisNCPCCAP19

Giovanni Albani Claudia Ferraris Roberto Nerino Antonio Chimienti Giuseppe Pettiti Federico Parisi Gianluigi Ferrari 0001 Nicola Cau Veronica Cimolin Corrado Azzaro Lorenzo Priano Alessandro Mauro An Integrated Multi-Sensor Approach for the Remote Monitoring of Parkinson's Disease. 4764 2019 19 Sensors 21 https://doi.org/10.3390/s19214764 https://www.wikidata.org/entity/Q91096765 db/journals/sensors/sensors19.html#AlbaniFNCPPFCCA19

Claudia Ferraris Roberto Nerino Antonio Chimienti Lorenzo Priano Alessandro Mauro A Vision-Based Approach for the at Home Assessment of Postural Stability in Parkinson's Disease. 15-26 2019 ForItAAL https://doi.org/10.1007/978-3-030-63107-9_2 conf/foritaal/2019 db/conf/foritaal/foritaal2019.html#FerrarisNCPM19

Claudia Ferraris Roberto Nerino Antonio Chimienti Giuseppe Pettiti Nicola Cau Veronica Cimolin Corrado Azzaro Giovanni Albani Lorenzo Priano Alessandro Mauro A Self-Managed System for Automated Assessment of UPDRS Upper Limb Tasks in Parkinson's Disease. 3523 2018 18 Sensors 10 https://doi.org/10.3390/s18103523 https://www.wikidata.org/entity/Q57812902 db/journals/sensors/sensors18.html#FerrarisNCPCCAA18

Claudia Ferraris Roberto Nerino Antonio Chimienti Giuseppe Pettiti Corrado Azzaro Giovanni Albani Lorenzo Priano Alessandro Mauro Assessment of Parkinson's Disease At-home Using a Natural Interface Based System. 417-427 2018 ForItAAL https://doi.org/10.1007/978-3-030-05921-7_34 conf/foritaal/2018 db/conf/foritaal/foritaal2018.html#FerrarisNCPAAPM18

Daniele Pianu Roberto Nerino Claudia Ferraris Antonio Chimienti A novel approach to train random forests on GPU for computer vision applications using local features. 290-304 2016 30 Int. J. High Perform. Comput. Appl. 3 https://doi.org/10.1177/1094342015622672 db/journals/ijhpca/ijhpca30.html#PianuNFC16

Roberto Nerino Claudia Ferraris Antonio Chimienti Giuseppe Pettiti Daniele Pianu Giovanni Albani Laura Contin Veronica Cimolin Alessandro Mauro Corrado Azzaro Remote monitoring and rehabilitation for patients with neurological diseases. 2014 BODYNETS https://doi.org/10.4108/icst.bodynets.2014.257005 http://dl.acm.org/citation.cfm?id=2721813 conf/bodynets/2014 db/conf/bodynets/bodynets2014.html#NerinoFCPPACCMA14

Antonio Chimienti Claudia Ferraris Danilo Pau A complexity-bounded motion estimation algorithm. 387-392 2002 11 IEEE Trans. Image Process. 4 https://doi.org/10.1109/TIP.2002.999673 https://www.wikidata.org/entity/Q51894870 db/journals/tip/tip11.html#ChimientiFP02

Giovanni Albani Gianluca Amprimo Alberto Ancilotto Santina Antinoro Paolo Ariano Corrado Azzaro Jacopo Barbagallo Roberta Bardini Tea Bosso Stefano Di Carlo Nicola Cau Serena Cerfoglio Antonio Chimienti Veronica Cimolin Daniela Clerici Laura Contin Guido Coppo Riccardo Cremascoli Debora Desideri Sara Falco Elisabetta Farella Gianluigi Ferrari 0001 Federica Galli Manuela Galli Roberto Lopez Lorenzo Martini Giulia Masi Alessandro Mauro Zhongke Mei Roberto Nerino Gabriella Olmo Federico Parisi Danilo Pau Giuseppe Pettiti Daniele Pianu Roberto Pratola Lorenzo Priano Simone Lo Priore Luigi Privitera Fabio Quazzolo Deepak Ravi Irene Rechichi Irene Ronga Katiuscia Sacco Alessandro Savino Serena Sinagra Danilo Soprani Sofia Tonti Luca Vismara Valerio Votta