CHIARI, LORENZO
CHIARI, LORENZO
DIPARTIMENTO DI INGEGNERIA DELL'ENERGIA ELETTRICA E DELL'INFORMAZIONE "GUGLIELMO MARCONI"
Docenti di ruolo di Ia fascia
Comparison of nine machine learning regression models in predicting hospital length of stay for patients admitted to a general medicine department
2024 Zeleke, Addisu Jember; Palumbo, Pierpaolo; Tubertini, Paolo; Miglio, Rossella; Chiari, Lorenzo
FHIR-standardized data collection on the clinical rehabilitation pathway of trans-femoral amputation patients
2024 Arcobelli, Valerio Antonio; Moscato, Serena; Palumbo, Pierpaolo; Marfoglia, Alberto; Nardini, Filippo; Randi, Pericle; Davalli, Angelo; Carbonaro, Antonella; Chiari, Lorenzo; Mellone, Sabato
Mobilise-D insights to estimate real-world walking speed in multiple conditions with a wearable device
2024 Kirk C.; Kuderle A.; Mico-Amigo M.E.; Bonci T.; Paraschiv-Ionescu A.; Ullrich M.; Soltani A.; Gazit E.; Salis F.; Alcock L.; Aminian K.; Becker C.; Bertuletti S.; Brown P.; Buckley E.; Cantu A.; Carsin A.-E.; Caruso M.; Caulfield B.; Cereatti A.; Chiari L.; D'Ascanio I.; Garcia-Aymerich J.; Hansen C.; Hausdorff J.M.; Hiden H.; Hume E.; Keogh A.; Kluge F.; Koch S.; Maetzler W.; Megaritis D.; Mueller A.; Niessen M.; Palmerini L.; Schwickert L.; Scott K.; Sharrack B.; Sillen H.; Singleton D.; Vereijken B.; Vogiatzis I.; Yarnall A.J.; Rochester L.; Mazza C.; Eskofier B.M.; Del Din S.
Real-world Balance Assessment while Standing for Fall Prediction in Older Adults
2024 Albites-Sanabria, J.; Palumbo, P.; Helbostad, J. L.; Bandinelli, S.; Mellone, S.; Palmerini, L.; Chiari, L.
A multi-sensor wearable system for the assessment of diseased gait in real-world conditions
2023 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; Micó-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; Mazzà, Claudia; Cereatti, Andrea; for the Mobilise-D consortium, null
A new synchronization method between inertial signals and local field potentials
2023 I. D'Ascanio, G. Giannini, L. Baldelli, I. Cani, A. Giannoni, G. Leogrande, G. Lopane, G. Calandra Buonaura, P. Cortelli, L. Chiari, L. Palmerini
Assessing real-world gait with digital technology? Validation, insights and recommendations from the Mobilise-D consortium
2023 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; null, null
Assessment of crutch-assisted walking with sensorized crutches in a 6-Minute Walk Test
2023 V.A. Arcobelli; M. Zauli; L. De Marchi; L. Chiari; S. Mellone
Autonomic response to virtual reality in oncological patients in real-world context
2023 Moscato S., Orlandi S., Giannelli A., Ostan R., Varani S., Chiari L.
Comparison of autonomic signals between healthy subjects and chronic low back pain patients at rest and during noxious stimulation
2023 Moscato S., Zhu W., Guo Y., Kamarthi S., Colebaugh C.A., Schreiber K.L, Edwards R.R., Urman R.D., Xiao Y., Chiari L., Lin Y.
Ecological validity of a deep learning algorithm to detect gait events from real-life walking bouts in mobility-limiting diseases
2023 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'Ascanio, Ilaria; Del Din, Silvia; Eskofier, Björn; Fernstad, Sara Johansson; Fröhlich, Marceli Stanislaw; Garcia Aymerich, Judith; Gazit, Eran; Hausdorff, Jeffrey M.; Hiden, Hugo; Hume, Emily; Keogh, Alison; Kirk, Cameron; Kluge, Felix; Koch, Sarah; Mazzà, Claudia; Megaritis, Dimitrios; Micó-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
Fall risk assessment in older adults: insights from sit-to-stand transfers in the real world
2023 Albites Sanabria, J.; Palumbo, P.; Bandinelli, S.; Palmerini, L.; Chiari, L.
Fall Risk Assessment Using Wearable-Based Turn Detection: Comparison of Different Algorithms During Real-World Monitoring
2023 Albites-Sanabria, Jose; Palumbo, Pierpaolo; Bandinelli, Stefania; Palmerini, Luca; Chiari, Lorenzo
Feasibility interventional study investigating PAIN in neurorehabilitation through wearabLE SensorS (PAINLESS): a study protocol
2023 Moscato S.; Orlandi S.; Di Gregorio F.; Lullini G.; Pozzi S.; Sabattini L.; Chiari L.; La Porta F.
Feasibility of a diagnostic differentiation tool for nociceptive and neuropathic pain in a neurorehabilitation population using physiological data from wearable sensors
2023 Moscato, S.; Orlandi, S.; Battaglia, G.; Di Gregorio, F.; Lullini, G.; Pozzi, S.; Sabattini, L.; Chiari, L.; La Porta, F.
Machine learning-based prediction of hospital prolonged length of stay admission at emergency department: a Gradient Boosting algorithm analysis
2023 Zeleke A.J.; Palumbo P.; Tubertini P.; Miglio R.; Chiari L.
mCrutch: A Novel m-Health Approach Supporting Continuity of Care
2023 Arcobelli, Valerio Antonio; Zauli, Matteo; Galteri, Giulia; Cristofolini, Luca; Chiari, Lorenzo; Cappello, Angelo; De Marchi, Luca; Mellone, Sabato
Mobility recorded by wearable devices and gold standards: the Mobilise-D procedure for data standardization
2023 Palmerini, Luca; Reggi, Luca; Bonci, Tecla; Del Din, Silvia; Micó-Amigo, M Encarna; 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
MOTU on FHIR: A preliminary strategy to enable interoperability for retrospective dataset standardization
2023 Valerio Antonio Arcobelli, Serena Moscato, Alberto Marfoglia, Filippo Nardini, Pericle Randi, Angelo Davalli, Antonella Carbonaro, Pierpaolo Palumbo, Lorenzo Chiari, Sabato Mellone
Normative values for the Instrumented Timed Up and Go test in Parkinsonian populations
2023 L. Palmerini, I. D'Ascanio, A. Giannoni, G. Calandra Buonaura, G. Giannini, L. Chiari, P. Cortelli, G. Lopane
Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
---|---|---|---|---|---|---|
Comparison of nine machine learning regression models in predicting hospital length of stay for patients admitted to a general medicine department | Zeleke, Addisu Jember; Palumbo, Pierpaolo; Tubertini, Paolo; Miglio, Rossella; Chiari, Lorenzo | 2024-01-01 | INFORMATICS IN MEDICINE UNLOCKED | - | 1.01 Articolo in rivista | 1-s2.0-S2352914824000558-main.pdf |
FHIR-standardized data collection on the clinical rehabilitation pathway of trans-femoral amputation patients | Arcobelli, Valerio Antonio; Moscato, Serena; Palumbo, Pierpaolo; Marfoglia, Alberto; Nardini, Fil...ippo; Randi, Pericle; Davalli, Angelo; Carbonaro, Antonella; Chiari, Lorenzo; Mellone, Sabato | 2024-01-01 | SCIENTIFIC DATA | - | 1.01 Articolo in rivista | ScientificData2024.pdf |
Mobilise-D insights to estimate real-world walking speed in multiple conditions with a wearable device | Kirk C.; Kuderle A.; Mico-Amigo M.E.; Bonci T.; Paraschiv-Ionescu A.; Ullrich M.; Soltani A.; Gaz...it E.; Salis F.; Alcock L.; Aminian K.; Becker C.; Bertuletti S.; Brown P.; Buckley E.; Cantu A.; Carsin A.-E.; Caruso M.; Caulfield B.; Cereatti A.; Chiari L.; D'Ascanio I.; Garcia-Aymerich J.; Hansen C.; Hausdorff J.M.; Hiden H.; Hume E.; Keogh A.; Kluge F.; Koch S.; Maetzler W.; Megaritis D.; Mueller A.; Niessen M.; Palmerini L.; Schwickert L.; Scott K.; Sharrack B.; Sillen H.; Singleton D.; Vereijken B.; Vogiatzis I.; Yarnall A.J.; Rochester L.; Mazza C.; Eskofier B.M.; Del Din S. | 2024-01-01 | SCIENTIFIC REPORTS | - | 1.01 Articolo in rivista | insights Mobilise-d s41598-024-51766-5 (1).pdf |
Real-world Balance Assessment while Standing for Fall Prediction in Older Adults | Albites-Sanabria, J.; Palumbo, P.; Helbostad, J. L.; Bandinelli, S.; Mellone, S.; Palmerini, L.; ...Chiari, L. | 2024-01-01 | IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING | - | 1.01 Articolo in rivista | TBME3326306v.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; Micó-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; Mazzà, Claudia; Cereatti, Andrea; for the Mobilise-D consortium, null | 2023-01-01 | FRONTIERS IN BIOENGINEERING AND BIOTECHNOLOGY | - | 1.01 Articolo in rivista | A multi-sensor wearable system for the assessment of diseased gait in real-world conditions.pdf |
A new synchronization method between inertial signals and local field potentials | I. D'Ascanio, G. Giannini, L. Baldelli, I. Cani, A. Giannoni, G. Leogrande, G. Lopane, G. Calandr...a Buonaura, P. Cortelli, L. Chiari, L. Palmerini | 2023-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
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; null, null | 2023-01-01 | JOURNAL OF NEUROENGINEERING AND REHABILITATION | - | 1.01 Articolo in rivista | Assessing real-world gait with digital technology Validation, insights and recommendations from the Mobilise-D consortium.pdf; 12984_2023_1198_MOESM1_ESM.docx |
Assessment of crutch-assisted walking with sensorized crutches in a 6-Minute Walk Test | V.A. Arcobelli; M. Zauli; L. De Marchi; L. Chiari; S. Mellone | 2023-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
Autonomic response to virtual reality in oncological patients in real-world context | Moscato S., Orlandi S., Giannelli A., Ostan R., Varani S., Chiari L. | 2023-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
Comparison of autonomic signals between healthy subjects and chronic low back pain patients at rest and during noxious stimulation | Moscato S., Zhu W., Guo Y., Kamarthi S., Colebaugh C.A., Schreiber K.L, Edwards R.R., Urman R.D.,... Xiao Y., Chiari L., Lin Y. | 2023-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
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'Ascanio, Ilaria; Del Din, Silvia; Eskofier, Björn; Fernstad, Sara Johansson; Fröhlich, Marceli Stanislaw; Garcia Aymerich, Judith; Gazit, Eran; Hausdorff, Jeffrey M.; Hiden, Hugo; Hume, Emily; Keogh, Alison; Kirk, Cameron; Kluge, Felix; Koch, Sarah; Mazzà, Claudia; Megaritis, Dimitrios; Micó-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 | 2023-01-01 | FRONTIERS IN NEUROLOGY | - | 1.01 Articolo in rivista | Ecological validity of a deep learning algorithm to detect gait events from real-life walking bouts in mobility-limiting diseases.pdf |
Fall risk assessment in older adults: insights from sit-to-stand transfers in the real world | Albites Sanabria, J.; Palumbo, P.; Bandinelli, S.; Palmerini, L.; Chiari, L. | 2023-01-01 | GAIT & POSTURE | - | 4.01 Contributo in Atti di convegno | - |
Fall Risk Assessment Using Wearable-Based Turn Detection: Comparison of Different Algorithms During Real-World Monitoring | Albites-Sanabria, Jose; Palumbo, Pierpaolo; Bandinelli, Stefania; Palmerini, Luca; Chiari, Lorenzo | 2023-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
Feasibility interventional study investigating PAIN in neurorehabilitation through wearabLE SensorS (PAINLESS): a study protocol | Moscato S.; Orlandi S.; Di Gregorio F.; Lullini G.; Pozzi S.; Sabattini L.; Chiari L.; La Porta F. | 2023-01-01 | BMJ OPEN | - | 1.01 Articolo in rivista | Moscato 2023 painless.pdf; e073534.full.pdf |
Feasibility of a diagnostic differentiation tool for nociceptive and neuropathic pain in a neurorehabilitation population using physiological data from wearable sensors | Moscato, S.; Orlandi, S.; Battaglia, G.; Di Gregorio, F.; Lullini, G.; Pozzi, S.; Sabattini, L.; ...Chiari, L.; La Porta, F. | 2023-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
Machine learning-based prediction of hospital prolonged length of stay admission at emergency department: a Gradient Boosting algorithm analysis | Zeleke A.J.; Palumbo P.; Tubertini P.; Miglio R.; Chiari L. | 2023-01-01 | FRONTIERS IN ARTIFICIAL INTELLIGENCE | - | 1.01 Articolo in rivista | frai-06-1179226.pdf |
mCrutch: A Novel m-Health Approach Supporting Continuity of Care | Arcobelli, Valerio Antonio; Zauli, Matteo; Galteri, Giulia; Cristofolini, Luca; Chiari, Lorenzo; ...Cappello, Angelo; De Marchi, Luca; Mellone, Sabato | 2023-01-01 | SENSORS | - | 1.01 Articolo in rivista | sensors-23-04151.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; Micó-Amigo, M Encarna; Salis, France...sca; 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 | 2023-01-01 | SCIENTIFIC DATA | - | 1.01 Articolo in rivista | s41597-023-01930-9.pdf |
MOTU on FHIR: A preliminary strategy to enable interoperability for retrospective dataset standardization | Valerio Antonio Arcobelli, Serena Moscato, Alberto Marfoglia, Filippo Nardini, Pericle Randi, Ang...elo Davalli, Antonella Carbonaro, Pierpaolo Palumbo, Lorenzo Chiari, Sabato Mellone | 2023-01-01 | - | IEEE Computer Society | 4.01 Contributo in Atti di convegno | 2Page_MOTU_FHIR_2023_Rev.pdf |
Normative values for the Instrumented Timed Up and Go test in Parkinsonian populations | L. Palmerini, I. D'Ascanio, A. Giannoni, G. Calandra Buonaura, G. Giannini, L. Chiari, P. Cortell...i, G. Lopane | 2023-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |