Deep learning for freezing of gait detection in Parkinson’s disease patients in their homes using a waist-worn inertial measurement unit J Camps, A Sama, M Martín, D Rodriguez-Martin, C Pérez-López, ... Knowledge-Based Systems 139, 119-131, 2018 | 216 | 2018 |
Home detection of freezing of gait using support vector machines through a single waist-worn triaxial accelerometer D Rodríguez-Martín, A Samŕ, C Pérez-López, A Catalŕ, ... Plos ONE 12 (2), 2017 | 185 | 2017 |
Detecting freezing of gait with a tri-axial accelerometer in Parkinson’s disease patients C Ahlrichs, A Samŕ, M Lawo, J Cabestany, D Rodríguez-Martín, ... Medical & biological engineering & computing 54, 223-233, 2016 | 140 | 2016 |
Dyskinesia and motor state detection in Parkinson's disease patients with a single movement sensor A Sama, C Pérez-López, J Romagosa, D Rodriguez-Martin, A Catala, ... 2012 Annual International Conference of the IEEE Engineering in Medicine and …, 2012 | 119 | 2012 |
Estimating bradykinesia severity in Parkinson's disease by analysing gait through a waist-worn sensor A Samŕ, C Pérez-López, D Rodríguez-Martín, A Catalŕ, ... Computers in biology and medicine 84, 114-123, 2017 | 117 | 2017 |
A wearable inertial measurement unit for long-term monitoring in the dependency care area D Rodríguez-Martín, C Pérez-López, A Samŕ, J Cabestany, A Catalŕ Sensors 13 (10), 14079-14104, 2013 | 113 | 2013 |
SVM-based posture identification with a single waist-located triaxial accelerometer D Rodriguez-Martin, A Sama, C Perez-Lopez, A Catala, J Cabestany, ... Expert Systems with Applications 40 (18), 7203-7211, 2013 | 107 | 2013 |
Basketball activity recognition using wearable inertial measurement units LNN Nguyen, D Rodríguez-Martín, A Catalŕ, C Pérez-López, A Samŕ, ... Proceedings of the XVI international conference on Human Computer …, 2015 | 87 | 2015 |
Determining the optimal features in freezing of gait detection through a single waist accelerometer in home environments A Samŕ, D Rodríguez-Martín, C Pérez-López, A Catalŕ, S Alcaine, ... Pattern Recognition Letters 105, 135-143, 2018 | 79 | 2018 |
Analysis of correlation between an accelerometer-based algorithm for detecting parkinsonian gait and UPDRS subscales A Rodríguez-Molinero, A Samŕ, C Pérez-López, D Rodríguez-Martín, ... Frontiers in Neurology 8, 431, 2017 | 65 | 2017 |
Dopaminergic-induced dyskinesia assessment based on a single belt-worn accelerometer C Pérez-López, A Samŕ, D Rodríguez-Martín, JM Moreno-Aróstegui, ... Artificial intelligence in medicine 67, 47-56, 2016 | 62 | 2016 |
Validation of a portable device for mapping motor and gait disturbances in Parkinson’s disease A Rodríguez-Molinero, A Samŕ, DA Pérez-Martínez, CP López, ... JMIR mHealth and uHealth 3 (1), e3321, 2015 | 58 | 2015 |
A kinematic sensor and algorithm to detect motor fluctuations in Parkinson disease: validation study under real conditions of use A Rodríguez-Molinero, C Pérez-López, A Samŕ, E de Mingo, ... JMIR rehabilitation and assistive technologies 5 (1), e8335, 2018 | 57 | 2018 |
A waist-worn inertial measurement unit for long-term monitoring of Parkinson’s disease patients D Rodríguez-Martín, C Pérez-López, A Samŕ, A Catalŕ, ... Sensors 17 (4), 827, 2017 | 50 | 2017 |
Assessing motor fluctuations in Parkinson’s disease patients based on a single inertial sensor C Pérez-López, A Samŕ, D Rodríguez-Martín, A Catalŕ, J Cabestany, ... Sensors 16 (12), 2132, 2016 | 48 | 2016 |
A double closed loop to enhance the quality of life of Parkinson's Disease patients: REMPARK system A Samŕ, C Pérez-López, D Rodríguez-Martín, JM Moreno-Aróstegui, ... Innovation in Medicine and Healthcare 2014, 115-124, 2014 | 41 | 2014 |
Deep learning for detecting freezing of gait episodes in Parkinson’s disease based on accelerometers J Camps, A Samŕ, M Martín, D Rodríguez-Martín, C Pérez-López, ... Advances in Computational Intelligence: 14th International Work-Conference …, 2017 | 39 | 2017 |
Electrodermal activity: Explorations in the psychophysiology of engagement with social robots in dementia G Perugia, D Rodríguez-Martín, MD Boladeras, AC Mallofré, E Barakova, ... 2017 26th IEEE International Symposium on Robot and Human Interactive …, 2017 | 38 | 2017 |
Posture transition identification on PD patients through a SVM-based technique and a single waist-worn accelerometer D Rodríguez-Martín, A Samŕ, C Pérez-López, J Cabestany, A Catalŕ, ... Neurocomputing 164, 144-153, 2015 | 37 | 2015 |
Position and orientation tracking in a ubiquitous monitoring system for Parkinson disease patients with freezing of gait symptom B Takač, A Catalŕ, DR Martín, N Van Der Aa, W Chen, M Rauterberg JMIR mHealth and uHealth 1 (2), e2539, 2013 | 35 | 2013 |