CEREATTI, ANDREA

CEREATTI, ANDREA  

Dipartimento di Elettronica e Telecomunicazioni  

041052  

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A constrained-based optimization method for real-time kinematics using magneto-inertial signals: application to upper limb joint angles estimation during prolonged recordings / Caruso, M.; Digo, E.; Gastaldi, L.; Pastorelli, S.; Cereatti, A.. - In: IEEE ACCESS. - ISSN 2169-3536. - ELETTRONICO. - 12:(2024), pp. 115615-115627. [10.1109/ACCESS.2024.3441314] 1-gen-2024 Caruso M.Digo E.Gastaldi L.Pastorelli S.Cereatti A. Caruso_2024_A constrained based optimization method for real-time kinematics using magneto-inertial signals application to upper limb joint angl.pdf
A Statistical Approach for Functional Reach-to-Grasp Segmentation Using a Single Inertial Measurement Unit / Dotti, Gregorio; Caruso, Marco; Fortunato, Daniele; Knaflitz, Marco; Cereatti, Andrea; Ghislieri, Marco. - In: SENSORS. - ISSN 1424-8220. - ELETTRONICO. - 24:18(2024). [10.3390/s24186119] 1-gen-2024 Gregorio DottiMarco CarusoDaniele FortunatoMarco KnaflitzAndrea CereattiMarco Ghislieri sensors-24-06119.pdf2024_Dotti_DynAMoS.pdf
A wearable sensor and machine learning estimate step length in older adults and patients with neurological disorders / Zadka, Assaf; Rabin, Neta; Gazit, Eran; Mirelman, Anat; Nieuwboer, Alice; Rochester, Lynn; Del Din, Silvia; Pelosin, Elisa; Avanzino, Laura; Bloem, Bastiaan R.; Della Croce, Ugo; Cereatti, Andrea; Hausdorff, Jeffrey M.. - In: NPJ DIGITAL MEDICINE. - ISSN 2398-6352. - 7:1(2024), pp. 1-12. [10.1038/s41746-024-01136-2] 1-gen-2024 Cereatti, Andrea + Zadka et al_2024.pdf
Digital Mobility Measures: A Window into Real‐World Severity and Progression of Parkinson's Disease / Mirelman, Anat; Volkov, Jana; Salomon, Amit; Gazit, Eran; Nieuwboer, Alice; Rochester, Lynn; Del Din, Silvia; Avanzino, Laura; Pelosin, Elisa; Bloem, Bastiaan R.; Della Croce, Ugo; Cereatti, Andrea; Thaler, Avner; Roggen, Daniel; Mazza, Claudia; Shirvan, Julia; Cedarbaum, Jesse M.; Giladi, Nir; Hausdorff, Jeffrey M.. - In: MOVEMENT DISORDERS. - ISSN 0885-3185. - STAMPA. - 39:2(2024), pp. 328-338. [10.1002/mds.29689] 1-gen-2024 Cereatti, Andrea + Mirelman et al_2024.pdf
Feasibility and usefulness of video-based markerless two-dimensional automated gait analysis, in providing objective quantification of gait and complementing the evaluation of gait in children with cerebral palsy / Pantzar-Castilla, Evelina; Balta, Diletta; Croce, Ugo Della; Cereatti, Andrea; Riad, Jacques. - In: BMC MUSCULOSKELETAL DISORDERS. - ISSN 1471-2474. - 25:1(2024), pp. 1-12. [10.1186/s12891-024-07853-9] 1-gen-2024 Balta, DilettaCereatti, Andrea + Pantzar-Castilla_et al_2024.pdf
ISB recommendations on the definition, estimation, and reporting of joint kinematics in human motion analysis applications using wearable inertial measurement technology / Cereatti, Andrea; Gurchiek, Reed; Mündermann, Annegret; Fantozzi, Silvia; Horak, Fay; Delp, Scott; Aminian, Kamiar. - In: JOURNAL OF BIOMECHANICS. - ISSN 0021-9290. - 173:(2024), pp. 1-11. [10.1016/j.jbiomech.2024.112225] 1-gen-2024 Cereatti, Andrea + Cereatti et al_2024_ISB IMU guidelines.pdf
Mobilise-D insights to estimate real-world walking speed in multiple conditions with a wearable device / Kirk, Cameron; Küderle, Arne; Micó-Amigo, M. Encarna; Bonci, Tecla; Paraschiv-Ionescu, Anisoara; Ullrich, Martin; Soltani, Abolfazl; Gazit, Eran; Salis, Francesca; Alcock, Lisa; Aminian, Kamiar; Becker, Clemens; Bertuletti, Stefano; Brown, Philip; Buckley, Ellen; Cantu, Alma; Carsin, Anne-Elie; Caruso, Marco; Caulfield, Brian; Cereatti, Andrea; Chiari, Lorenzo; D’Ascanio, Ilaria; Garcia-Aymerich, Judith; Hansen, Clint; Hausdorff, Jeffrey M.; Hiden, Hugo; Hume, Emily; Keogh, Alison; Kluge, Felix; Koch, Sarah; Maetzler, Walter; Megaritis, Dimitrios; Mueller, Arne; Niessen, Martijn; Palmerini, Luca; Schwickert, Lars; Scott, Kirsty; Sharrack, Basil; Sillén, Henrik; Singleton, David; Vereijken, Beatrix; Vogiatzis, Ioannis; Yarnall, Alison J.; Rochester, Lynn; Mazzà, Claudia; Eskofier, Bjoern M.; Del Din, Silvia.. - In: SCIENTIFIC REPORTS. - ISSN 2045-2322. - ELETTRONICO. - 14:1(2024). [10.1038/s41598-024-51766-5] 1-gen-2024 Salis, FrancescaBertuletti, StefanoCaruso, MarcoCereatti, Andrea + Kirk et al_2024.pdf
Real-World Gait Detection Using a Wrist-Worn Inertial Sensor: Validation Study / Kluge, Felix; Brand, Yonatan E.; Encarna Micó-Amigo, M.; Bertuletti, Stefano; D'Ascanio, Ilaria; Gazit, Eran; Bonci, Tecla; Kirk, Cameron; Küderle, Arne; Palmerini, Luca; Paraschiv-Ionescu, Anisoara; Salis, Francesca; Soltani, Abolfazl; Ullrich, Martin; Alcock, Lisa; Aminian, Kamiar; Becker, Clemens; Brown, Philip; Buekers, Joren; Carsin, Anne-Elie; Caruso, Marco; Caulfield, Brian; Cereatti, Andrea; Chiari, Lorenzo; Echevarria, Carlos; Eskofier, Bjoern; Evers, Jordi; J, Garcia-Aymerich; Hache, Tilo; Hansen, Clint; Hausdorff, Jeffrey; Hiden, Hugo; Hume, Emily; Keogh, Alison; Koch, Sarah; Maetzler, Walter; Megaritis, Dimitrios; Niessen, Martijn; Perlman, Or; Schwickert, Lars; Scott, Kirsty; Sharrack, Basil; Singleton, David; Vereijken, Beatrix; Vogiatzis, Ioannis; Yarnall, Alison; Rochester, Lynn; Mazzà, Claudia; Del Din, Silvia; Mueller, Arne. - In: JMIR FORMATIVE RESEARCH. - ISSN 2561-326X. - ELETTRONICO. - 8:(2024). [10.2196/50035] 1-gen-2024 Stefano BertulettiFrancesca SalisMarco CarusoAndrea Cereatti + kluge_et_al_JMIR_2024.pdf
Self-supervised learning of wrist-worn daily living accelerometer data improves the automated detection of gait in older adults / Brand, Yonatan E.; Kluge, Felix; Palmerini, Luca; Paraschiv-Ionescu, Anisoara; Becker, Clemens; Cereatti, Andrea; Maetzler, Walter; Sharrack, Basil; Vereijken, Beatrix; Yarnall, Alison J.; Rochester, Lynn; Del Din, Silvia; Muller, Arne; Buchman, Aron S.; Hausdorff, Jeffrey M.; Perlman, Or. - In: SCIENTIFIC REPORTS. - ISSN 2045-2322. - 14:1(2024). [10.1038/s41598-024-71491-3] 1-gen-2024 Cereatti, Andrea + Brand et al_2024.pdf
Walking symmetry is speed and index dependent / Bergamini, Elena; Cereatti, Andrea; Pavei, Gaspare. - In: SCIENTIFIC REPORTS. - ISSN 2045-2322. - ELETTRONICO. - 14:1(2024). [10.1038/s41598-024-69461-w] 1-gen-2024 Cereatti, Andrea + Bergamini et al_2024.pdf
A machine learning approach for stride speed estimation based on a head-mounted IMU / Tasca, Paolo; Salis, Francesca; Rosati, Samanta; Balestra, Gabriella; Cereatti, Andrea. - ELETTRONICO. - (2023). (Intervento presentato al convegno Eighth National Congress of Bioengineering, GNB tenutosi a Padova; Italy nel 21 - 23 Giugno 2023). 1-gen-2023 Tasca, PaoloRosati, SamantaBalestra, GabriellaCereatti, Andrea + GNB2023_reviewed_19_04_2023.pdf
A Model-Based Markerless Protocol for Clinical Gait Analysis Based on a Single RGB-Depth Camera: Concurrent Validation on Patients With Cerebral Palsy / Balta, D; Figari, G; Paolini, G; Pantzar-Castilla, E; Riad, J; Della Croce, U; Cereatti, A. - In: IEEE ACCESS. - ISSN 2169-3536. - ELETTRONICO. - 11:(2023), pp. 144377-144393. [10.1109/ACCESS.2023.3340622] 1-gen-2023 Balta, DCereatti, A + A_Model-Based_Markerless_Protocol_for_Clinical_Gait_Analysis_Based_on_a_Single_RGB-Depth_Camera_Concurrent_Validation_on_Patients_With_Cerebral_Palsy.pdf
A multi-sensor wearable system for the assessment of diseased gait in real-world conditions / Salis, Francesca; Bertuletti, Stefano; Bonci, Tecla; Caruso, Marco; Scott, Kirsty; Alcock, Lisa; Buckley, Ellen; Gazit, Eran; Hansen, Clint; Schwickert, Lars; Aminian, Kamiar; Becker, Clemens; Brown, Philip; Carsin, Anne-Elie; Caulfield, Brian; Chiari, Lorenzo; D'Ascanio, Ilaria; Del Din, Silvia; Eskofier, Bjoern M.; Garcia-Aymerich, Judith; Hausdorff, Jeffrey M.; Hume, Emily C.; Kirk, Cameron; Kluge, Felix; Koch, Sarah; Kuederle, Arne; Maetzler, Walter; Mico'-Amigo, Encarna M.; Mueller, Arne; Neatrour, Isabel; Paraschiv-Ionescu, Anisoara; Palmerini, Luca; Yarnall, Alison J.; Rochester, Lynn; Sharrack, Basil; Singleton, David; Vereijken, Beatrix; Vogiatzis, Ioannis; Della Croce, Ugo; Mazza', Claudia; Cereatti, Andrea; the Mobilise-D consortium, For. - In: FRONTIERS IN BIOENGINEERING AND BIOTECHNOLOGY. - ISSN 2296-4185. - ELETTRONICO. - 11:(2023). [10.3389/fbioe.2023.1143248] 1-gen-2023 Francesca SalisStefano BertulettiMarco CarusoLorenzo ChiariAndrea Cereatti + Salis 2023 a multi sensor wearable system for the assessment of diseased gait in real world conditions.pdf
A robust walking detection algorithm using a single foot-worn inertial sensor: validation in real-life settings / Prigent, Gaëlle; Aminian, Kamiar; Cereatti, Andrea; Salis, Francesca; Bonci, Tecla; Scott, Kirsty; Mazzà, Claudia; Alcock, Lisa; Del Din, Silvia; Gazit, Eran; Hansen, Clint; Paraschiv-Ionescu, Anisoara. - In: MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING. - ISSN 0140-0118. - STAMPA. - 61:9(2023), pp. 2341-2352. [10.1007/s11517-023-02826-x] 1-gen-2023 Cereatti, Andrea + -
Assessing real-world gait with digital technology? Validation, insights and recommendations from the Mobilise-D consortium / Micó-Amigo, M Encarna; Bonci, Tecla; Paraschiv-Ionescu, Anisoara; Ullrich, Martin; Kirk, Cameron; Soltani, Abolfazl; Küderle, Arne; Gazit, Eran; Salis, Francesca; Alcock, Lisa; Aminian, Kamiar; Becker, Clemens; Bertuletti, Stefano; Brown, Philip; Buckley, Ellen; Cantu, Alma; Carsin, Anne-Elie; Caruso, Marco; Caulfield, Brian; Cereatti, Andrea; Chiari, Lorenzo; D'Ascanio, Ilaria; Eskofier, Bjoern; Fernstad, Sara; Froehlich, Marcel; Garcia-Aymerich, Judith; Hansen, Clint; Hausdorff, Jeffrey M; Hiden, Hugo; Hume, Emily; Keogh, Alison; Kluge, Felix; Koch, Sarah; Maetzler, Walter; Megaritis, Dimitrios; Mueller, Arne; Niessen, Martijn; Palmerini, Luca; Schwickert, Lars; Scott, Kirsty; Sharrack, Basil; Sillén, Henrik; Singleton, David; Vereijken, Beatrix; Vogiatzis, Ioannis; Yarnall, Alison J; Rochester, Lynn; Mazzà, Claudia; Del Din, Silvia. - In: JOURNAL OF NEUROENGINEERING AND REHABILITATION. - ISSN 1743-0003. - ELETTRONICO. - 20:1(2023), p. 78. [10.1186/s12984-023-01198-5] 1-gen-2023 Salis, FrancescaBertuletti, StefanoCaruso, MarcoCereatti, Andrea + migo-amigo et al 2023 assenssing real-world gait.pdf
Base of Support, Step Length and Stride Width Estimation during Walking Using an Inertial and Infrared Wearable System / Rossanigo, Rachele; Caruso, Marco; Bertuletti, Stefano; Deriu, Franca; Knaflitz, Marco; Della Croce, Ugo; Cereatti, Andrea. - In: SENSORS. - ISSN 1424-8220. - ELETTRONICO. - 23:8(2023). [10.3390/s23083921] 1-gen-2023 Rachele RossanigoMarco CarusoStefano BertulettiMarco KnaflitzAndrea Cereatti + Rossanigo et al base of support 2023.pdf
Ecological validity of a deep learning algorithm to detect gait events from real-life walking bouts in mobility-limiting diseases / Romijnders, Robbin; Salis, Francesca; Hansen, Clint; Küderle, Arne; Paraschiv-Ionescu, Anisoara; Cereatti, Andrea; Alcock, Lisa; Aminian, Kamiar; Becker, Clemens; Bertuletti, Stefano; Bonci, Tecla; Brown, Philip; Buckley, Ellen; Cantu, Alma; Carsin, Anne-Elie; Caruso, Marco; Caulfield, Brian; Chiari, Lorenzo; D( extquotesingle)Ascanio, Ilaria; Del Din, Silvia; Eskofier, Björn; Johansson Fernstad, Sara; Stanislaw Fröhlich, Marceli; Garcia Aymerich, Judith; Gazit, Eran; Hausdorff, Jeffrey M.; Hiden, Hugo; Hume, Emily; Keogh, Alison; Kirk, Cameron; Kluge, Felix; Koch, Sarah; Mazz(`(a)), Claudia; Megaritis, Dimitrios; Mic('(o))-Amigo, Encarna; Müller, Arne; Palmerini, Luca; Rochester, Lynn; Schwickert, Lars; Scott, Kirsty; Sharrack, Basil; Singleton, David; Soltani, Abolfazl; Ullrich, Martin; Vereijken, Beatrix; Vogiatzis, Ioannis; Yarnall, Alison; Schmidt, Gerhard; Maetzler, Walter. - In: FRONTIERS IN NEUROLOGY. - ISSN 1664-2295. - ELETTRONICO. - 14:(2023). [10.3389/fneur.2023.1247532] 1-gen-2023 Francesca SalisAndrea CereattiStefano BertulettiMarco Caruso + Romijnders Caruso 2023 Ecological validity of a deep learning algorithm to detect gait events from real-life walking bouts in mobility-limiting diseases.pdf
Laboratory and free-living gait performance in adults with COPD and healthy controls / Buekers, Joren; Megaritis, Dimitrios; Koch, Sarah; Alcock, Lisa; Ammour, Nadir; Becker, Clemens; Bertuletti, Stefano; Bonci, Tecla; Brown, Philip; Buckley, Ellen; Buttery, Sara C.; Caulfied, Brian; Cereatti, Andrea; Chynkiamis, Nikolaos; Demeyer, Heleen; Echevarria, Carlos; Frei, Anja; Hansen, Clint; Hausdorff, Jeffrey M.; Hopkinson, Nicholas S.; Hume, Emily; Kuederle, Arne; Maetzler, Walter; Mazzà, Claudia; Micó-Amigo, Encarna M.; Mueller, Arne; Palmerini, Luca; Salis, Francesca; Scott, Kirsty; Troosters, Thierry; Vereijken, Beatrix; Watz, Henrik; Rochester, Lynn; Del Din, Silvia; Vogiatzis, Ioannis; Garcia-Aymerich, Judith. - In: ERJ OPEN RESEARCH. - ISSN 2312-0541. - ELETTRONICO. - 9:4(2023). [10.1183/23120541.00159-2023] 1-gen-2023 Bertuletti, StefanoCereatti, Andrea + Buekers et al_2023_preprint.pdf
Mobility recorded by wearable devices and gold standards: the Mobilise-D procedure for data standardization / Palmerini, Luca; Reggi, Luca; Bonci, Tecla; Del Din, Silvia; Encarna Micó-Amigo, M.; Salis, Francesca; Bertuletti, Stefano; Caruso, Marco; Cereatti, Andrea; Gazit, Eran; Paraschiv-Ionescu, Anisoara; Soltani, Abolfazl; Kluge, Felix; Küderle, Arne; Ullrich, Martin; Kirk, Cameron; Hiden, Hugo; D’Ascanio, Ilaria; Hansen, Clint; Rochester, Lynn; Mazzà, Claudia; Chiari, Lorenzo. - In: SCIENTIFIC DATA. - ISSN 2052-4463. - ELETTRONICO. - 10:1(2023), p. 38. [10.1038/s41597-023-01930-9] 1-gen-2023 Stefano BertulettiMarco CarusoAndrea Cereatti + Palmerini et al 2023 Mobilise-d mobility data.pdf
Reverse Engineering of Digital Measures: Inviting Patients to the Conversation / Clay, Ieuan; Peerenboom, Nele; Connors, Dana E; Bourke, Steven; Keogh, Alison; Wac, Katarzyna; Gur-Arie, Tova; Baker, Justin; Bull, Christopher; Cereatti, Andrea; Cormack, Francesca; Eggenspieler, Damien; Foschini, Luca; Ganea, Raluca; Groenen, Peter M A; Gusset, Nicole; Izmailova, Elena; Kanzler, Christoph M; Leyens, Lada; Lyden, Kate; Mueller, Arne; Nam, Julian; Ng, Wan-Fai; Nobbs, David; Orfaniotou, Foteini; Perumal, Thanneer Malai; Piwko, Wojciech; Ries, Anja; Scotland, Alf; Taptiklis, Nick; Torous, John; Vereijken, Beatrix; Xu, Shuai; Baltzer, Laurenz; Vetter, Thorsten; Goldhahn, Jörg; Hoffmann, Steven C. - In: DIGITAL BIOMARKERS. - ISSN 2504-110X. - ELETTRONICO. - 7:1(2023), pp. 28-44. [10.1159/000530413] 1-gen-2023 Cereatti, Andrea + Clay et al_2023_digital biomarkers.pdf