Archivio Istituzionale della RicercaSALIS, FRANCESCA
SALIS, FRANCESCA
Dipartimento di Elettronica e Telecomunicazioni
045355
Identifying key gait features in stroke patients using wearable inertial sensors and supervised and unsupervised machine learning
2026 Brasiliano, Paolo; Orejel-Bustos, Amaranta Soledad; Belluscio, Valeria; Cereatti, Andrea; Della Croce, Ugo; Trabassi, Dante; Salis, Francesca; Tramontano, Marco; Buzzi, Maria Gabriella; Vannozzi, Giuseppe; Bergamini, Elena
Automated Multicohort Mobility Assessment With an Instrumented L-Test (iL-test)
2025 Albites-Sanabria, Jose; Palumbo, Pierpaolo; D'Ascanio, Ilaria; Bonci, Tecla; Caruso, Marco; Salis, Francesca; Cereatti, Andrea; Del Din, Silvia; Alcock, Lisa; Kuederle, Arne; Paraschiv-Ionescu, Anisoara; Gazit, Eran; Kluge, Felix; Kirk, Cameron; Encarna Micó-Amigo, M.; Scott, Kirsty; Hansen, Clint; Klenk, Jochen; Schwickert, Lars; Megaritis, Dimitrios; Vogiatzis, Ioannis; Becker, Clemens; Maetzler, Walter; Hausdorff, Jeffrey M.; Caulfield, Brian; Vereijken, Beatrix; Rochester, Lynn; Muller, Arne; Mazzà, Claudia; Carpinella, Ilaria; Bowman, Thomas; De Ciechi, Roberta; Torchio, Alessandro; Cattaneo, Davide; Bianchi, Simona; Ferrarin, Maurizio; Randi, Pericle; Piraccini, Lucrezia; Davalli, Angelo; Chiari, Lorenzo; Palmerini, Luca
Estimating Gait Speed in the Real World With a Head-Worn Inertial Sensor
2025 Tasca, P.; Salis, F.; Rosati, S.; Balestra, G.; Mazza, C.; Cereatti, A.
The influence of training data quantity on CNN-LSTM generalization in gait laterality detection
2025 Tasca, P.; Salis, F.; Cereatti, A.
Mobilise-D insights to estimate real-world walking speed in multiple conditions with a wearable device
2024 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.
Real-World Gait Detection Using a Wrist-Worn Inertial Sensor: Validation Study
2024 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
Real-world gait detection with a head-worn inertial unit and features-based machine learning
2024 Tasca, P.; Salis, F.; Cereatti, A.
A machine learning-based pipeline for stride speed estimation with a head-worn inertial sensor
2023 Tasca, P.; Salis, F.; Rosati, S.; Balestra, G.; Cereatti, A.
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; 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
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
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( 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
A novel multi-sensor system for gait assessment in real-world conditions: preliminary results
2020 Salis, F.; Bertuletti, S.; Caruso, M.; Bonci, T.; Scott, K.; Rossanigo, R.; Croce, U. D.; Mazza, C.; Cereatti, A.
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Identifying key gait features in stroke patients using wearable inertial sensors and supervised and unsupervised machine learning / Brasiliano, P., Orejel-Bustos, A.S., Belluscio, V., Cereatti, A., Della Croce, U., Trabassi, D., Salis, F., Tramontano, M., Buzzi, M.G., Vannozzi, G., Bergamini, E.. - In: SCIENTIFIC REPORTS. - ISSN 2045-2322. - 16:1(2026). [10.1038/s41598-026-43666-7] | 1-gen-2026 | Cereatti, AndreaSalis, FrancescaTramontano, Marco + | Brasiliano et al_2026.pdf |
| Automated Multicohort Mobility Assessment With an Instrumented L-Test (iL-test) / Albites-Sanabria, J., Palumbo, P., D'Ascanio, I., Bonci, T., Caruso, M., Salis, F., Cereatti, A., Del Din, S., Alcock, L., Kuederle, A., Paraschiv-Ionescu, A., Gazit, E., Kluge, F., Kirk, C., Encarna Micó-Amigo, M., Scott, K., Hansen, C., Klenk, J., Schwickert, L., Megaritis, D., et al.. - In: IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING. - ISSN 1534-4320. - 33:(2025), pp. 717-727. [10.1109/TNSRE.2025.3531723] | 1-gen-2025 | Marco CarusoFrancesca SalisAndrea Cereatti + | Automated_Multicohort_Mobility_Assessment_With_an_Instrumented_L-Test_iL-test.pdf |
| Estimating Gait Speed in the Real World With a Head-Worn Inertial Sensor / Tasca, P., Salis, F., Rosati, S., Balestra, G., Mazza, C., Cereatti, A.. - In: IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING. - ISSN 1534-4320. - ELETTRONICO. - 33:(2025), pp. 858-867. [10.1109/TNSRE.2025.3542568] | 1-gen-2025 | Tasca P.Salis F.Rosati S.Balestra G.Mazza C.Cereatti A. | 2025_Estimating_Gait_Speed_in_the_Real_World_With_a_Head-Worn_Inertial_Sensor.pdf |
| The influence of training data quantity on CNN-LSTM generalization in gait laterality detection / Tasca, P., Salis, F., Cereatti, A.. - In: GAIT & POSTURE. - ISSN 0966-6362. - ELETTRONICO. - 122:(2025). (XXV Congresso SIAMOC 2025 Cagliari (Ita) 1-4 Ottobre 2025) [10.1016/j.gaitpost.2025.08.019]. | 1-gen-2025 | Tasca, P.Salis, F.Cereatti, A. | Tasca et al. - 2025 - The influence of training data quantity on CNN-LSTM generalization in gait laterality detection.pdf |
| Mobilise-D insights to estimate real-world walking speed in multiple conditions with a wearable device / Kirk, C., Küderle, A., Micó-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., Caruso, M., Caulfield, B., Cereatti, A., et al.. - 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, F., Brand, Y.E., Encarna Micó-Amigo, M., Bertuletti, S., D'Ascanio, I., Gazit, E., Bonci, T., Kirk, C., Küderle, A., Palmerini, L., Paraschiv-Ionescu, A., Salis, F., Soltani, A., Ullrich, M., Alcock, L., Aminian, K., Becker, C., Brown, P., Buekers, J., Carsin, A., et al.. - 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 |
| Real-world gait detection with a head-worn inertial unit and features-based machine learning / Tasca, P., Salis, F., Cereatti, A.. - In: GAIT & POSTURE. - ISSN 0966-6362. - ELETTRONICO. - 114:(2024). (XXIV Congresso SIAMOC 2024 Stresa (Ita) 2-5 Ottobre 2024) [10.1016/J.GAITPOST.2024.08.068]. | 1-gen-2024 | Tasca, P.Salis, F.Cereatti, A. | 1-s2.0-S0966636224005861-main.pdf |
| A machine learning-based pipeline for stride speed estimation with a head-worn inertial sensor / Tasca, P., Salis, F., Rosati, S., Balestra, G., Cereatti, A.. - In: GAIT & POSTURE. - ISSN 0966-6362. - 105:(2023), pp. 54-54. (XXIII Congresso SIAMOC 2023 Roma (Ita) 4-7 Ottobre 2023) [10.1016/J.GAITPOST.2023.07.341]. | 1-gen-2023 | P. TascaF. SalisS. RosatiG. BalestraA. Cereatti | 1-s2.0-S0966636223013693-main.pdf |
| A multi-sensor wearable system for the assessment of diseased gait in real-world conditions / Salis, F., Bertuletti, S., Bonci, T., Caruso, M., Scott, K., Alcock, L., Buckley, E., Gazit, E., Hansen, C., Schwickert, L., Aminian, K., Becker, C., Brown, P., Carsin, A., Caulfield, B., Chiari, L., D'Ascanio, I., Del Din, S., Eskofier, B.M., Garcia-Aymerich, J., et al.. - 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 |
| Assessing real-world gait with digital technology? Validation, insights and recommendations from the Mobilise-D consortium / Micó-Amigo, M.E., Bonci, T., Paraschiv-Ionescu, A., Ullrich, M., Kirk, C., Soltani, A., Küderle, A., Gazit, E., Salis, F., Alcock, L., Aminian, K., Becker, C., Bertuletti, S., Brown, P., Buckley, E., Cantu, A., Carsin, A., Caruso, M., Caulfield, B., Cereatti, A., et al.. - 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 |
| Ecological validity of a deep learning algorithm to detect gait events from real-life walking bouts in mobility-limiting diseases / Romijnders, R., Salis, F., Hansen, C., Küderle, A., Paraschiv-Ionescu, A., Cereatti, A., Alcock, L., Aminian, K., Becker, C., Bertuletti, S., Bonci, T., Brown, P., Buckley, E., Cantu, A., Carsin, A., Caruso, M., Caulfield, B., Chiari, L., D( extquotesingle)Ascanio, I., Del Din, S., et al.. - 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 |
| A novel multi-sensor system for gait assessment in real-world conditions: preliminary results / Salis, F., Bertuletti, S., Caruso, M., Bonci, T., Scott, K., Rossanigo, R., Croce, U.D., Mazza, C., Cereatti, A.. - (2020), pp. 472-475. (7th National Congress of Bioengineering, GNB 2020 Trieste 2020). | 1-gen-2020 | Salis F.Bertuletti S.Caruso M.Rossanigo R.Cereatti A. + | GNB2020_paper_126.pdf |