Awais M.; Chiari L.; Ihlen E.A.F.; Helbostad J.L.; Palmerini L., Classical machine learning versus deep learning for the older adults free-living activity classification, «SENSORS», 2021, 21, Article number: 4669 , pp. 1 - 13 [Scientific article]Open Access
Brull Mesanza A.; D'Ascanio I.; Zubizarreta A.; Palmerini L.; Chiari L.; Cabanes I., Machine Learning Based Fall Detector with a Sensorized Tip, «IEEE ACCESS», 2021, 9, pp. 164106 - 164117 [Scientific article]Open Access
Zoetewei D.; Herman T.; Brozgol M.; Ginis P.; Thumm P.C.; Ceulemans E.; Decaluwe E.; Palmerini L.; Ferrari A.; Nieuwboer A.; Hausdorff J.M., Protocol for the DeFOG trial: A randomized controlled trial on the effects of smartphone-based, on-demand cueing for freezing of gait in Parkinson's disease, «CONTEMPORARY CLINICAL TRIALS COMMUNICATIONS», 2021, 24, Article number: 100817 , pp. 1 - 12 [Scientific article]Open Access
Mazza C.; Alcock L.; Aminian K.; Becker C.; Bertuletti S.; Bonci T.; Brown P.; Brozgol M.; Buckley E.; Carsin A.-E.; Caruso M.; Caulfield B.; Cereatti A.; Chiari L.; Chynkiamis N.; Ciravegna F.; Del Din S.; Eskofier B.; Evers J.; Garcia Aymerich J.; Gazit E.; Hansen C.; Hausdorff J.M.; Helbostad J.L.; Hiden H.; Hume E.; Paraschiv-Ionescu A.; Ireson N.; Keogh A.; Kirk C.; Kluge F.; Koch S.; Kuderle A.; Lanfranchi V.; Maetzler W.; Mico-Amigo M.E.; Mueller A.; Neatrour I.; Niessen M.; Palmerini L.; Pluimgraaff L.; Reggi L.; Salis F.; Schwickert L.; Scott K.; Sharrack B.; Sillen H.; Singleton D.; Soltani A.; Taraldsen K.; Ullrich M.; Van Gelder L.; Vereijken B.; Vogiatzis I.; Warmerdam E.; Yarnall A.; Rochester L., Technical validation of real-world monitoring of gait: A multicentric observational study, «BMJ OPEN», 2021, 11, Article number: e050785 , pp. 1 - 14 [Scientific article]Open Access
Cattelani L.; Chesani F.; Palmerini L.; Palumbo P.; Chiari L.; Bandinelli S., A rule-based framework for risk assessment in the health domain, «INTERNATIONAL JOURNAL OF APPROXIMATE REASONING», 2020, 119, pp. 242 - 259 [Scientific article]Open Access
Palmerini L.; Klenk J.; Becker C.; Chiari L., Accelerometer-based fall detection using machine learning: Training and testing on real-world falls, «SENSORS», 2020, 20, Article number: 6479 , pp. 1 - 15 [Scientific article]Open Access
Brognara, Lorenzo; Palumbo, Pierpaolo; Grimm, Bernd; Palmerini, Luca, Assessing Gait in Parkinson's Disease Using Wearable Motion Sensors: A Systematic Review, «DISEASES», 2019, 7, Article number: 18 , pp. 1 - 14 [Scientific article]Open Access
Palmerini, Luca; Leach, Julia Marshall; Klenk, Jochen; Becker, Clemens; Chiari, Lorenzo, Choosing an appropriate sensor for movement analysis: the case study of clipping in fall detection, in: Volume 74, Supplement, «GAIT & POSTURE», 2019, 74, pp. 26 - 27 (atti di: Congresso SIAMOC - Società italiana analisi del movimento in clinica, Bologna, Ottobre 2019) [Contribution to conference proceedings]
Awais M, Chiari L, Ihlen EAF, Helbostad J, Palmerini L., Physical Activity Classification for Elderly People in Free Living Conditions, «IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS», 2019, 23, pp. 197 - 207 [Scientific article]Open Access
Palmerini, Luca; Rocchi, Laura; Mazilu, Sinziana; Gazit, Eran; Hausdorff, Jeffrey M.; Chiari, Lorenzo, Identification of characteristic motor patterns preceding freezing of gait in Parkinson's disease using wearable sensors, «FRONTIERS IN NEUROLOGY», 2017, 8, Article number: 394 , pp. 1 - 12 [Scientific article]Open Access
Pierpaolo Palumbo, Alice Coni, Sabato Mellone, Luca Palmerini, Marco Colpo, Stefania Bandinelli, Lorenzo Chiari, Fall risk assessment via instrumented TUG. Preliminary results from the InCHIANTI study, in: Health—exploring complexity: an interdisciplinary systems approach, 2016, pp. S148 - S149 (atti di: HEC 2016, Munich, Germany, 20/08/2016 - 02/09/2016) [Contribution to conference proceedings]
Awais, Muhammad; Palmerini, Luca; Bourke, Alan K; Ihlen, Espen A F; Helbostad, Jorunn L; Chiari, Lorenzo, Performance Evaluation of State of the Art Systems for Physical Activity Classification of Older Subjects Using Inertial Sensors in a Real Life Scenario: A Benchmark Study, «SENSORS», 2016, 16, Article number: 2105 , pp. 1 - 15 [Scientific article]Open Access
Awais, Muhammad; Palmerini, Luca; Chiari, Lorenzo, Physical activity classification using body-worn inertial sensors in a multi-sensor setup, in: 2016 IEEE 2nd International Forum on Research and Technologies for Society and Industry Leveraging a Better Tomorrow, RTSI 2016, Institute of Electrical and Electronics Engineers Inc., 2016, pp. 1 - 4 (atti di: 2nd IEEE International Forum on Research and Technologies for Society and Industry Leveraging a Better Tomorrow, RTSI 2016, Bologna, Italy, 7-9 Sept. 2016) [Contribution to conference proceedings]
Klenk, Jochen; Schwickert, Lars; Palmerini, Luca; Mellone, Sabato; Bourke, Alan; Ihlen, Espen A. F.; Kerse, Ngaire; Hauer, Klaus; Pijnappels, Mirjam; Synofzik, Matthis; Srulijes, Karin; Maetzler, Walter; Helbostad, Jorunn L.; Zijlstra, Wiebren; Aminian, Kamiar; Todd, Christopher; Chiari, Lorenzo; Becker, Clemens; for the FARSEEING Consortium, The FARSEEING real-world fall repository: a large-scale collaborative database to collect and share sensor signals from real-world falls, «EUROPEAN REVIEW ON AGING AND PHYSICAL ACTIVITY», 2016, 13, Article number: 8 , pp. 1 - 7 [Scientific article]
Palumbo, P.; Palmerini, L.; Chiari, L., A probabilistic model to investigate the properties of prognostic tools for falls, «METHODS OF INFORMATION IN MEDICINE», 2015, 54, pp. 189 - 197 [Scientific article]
