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Daniel Rodríguez Martín
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2020 – today
- 2023
- [j12]Luigi Borzì, Luis Sigcha, Daniel Rodríguez Martín, Gabriella Olmo:
Real-time detection of freezing of gait in Parkinson's disease using multi-head convolutional neural networks and a single inertial sensor. Artif. Intell. Medicine 135: 102459 (2023) - 2020
- [j11]Daniel Rodríguez Martín, Albert Samà, Carlos Pérez-López, Andreu Català, Joan Cabestany:
Posture transition analysis with barometers: contribution to accelerometer-based algorithms. Neural Comput. Appl. 32(2): 335-349 (2020)
2010 – 2019
- 2018
- [j10]Julià Camps, Albert Samà, Mario Martín, Daniel Rodríguez Martín, Carlos Pérez-López, Juan-Manuel Moreno Aróstegui, Joan Cabestany, Andreu Català, Sheila Alcaine, Berta Mestre, Anna Prats, Maria C. Crespo-Maraver, Timothy J. Counihan, Patrick Browne, Leo R. Quinlan, Gearóid Ó Laighin, Dean Sweeney, Hadas Lewy, Gabriel Vainstein, Alberto Costa, Roberta Annicchiarico:
Deep learning for freezing of gait detection in Parkinson's disease patients in their homes using a waist-worn inertial measurement unit. Knowl. Based Syst. 139: 119-131 (2018) - [j9]Albert Samà, Daniel Rodríguez Martín, Carlos Pérez-López, Andreu Català, Sheila Alcaine, Berta Mestre, Anna Prats, María de la Cruz Crespo, Àngels Bayés:
Determining the optimal features in freezing of gait detection through a single waist accelerometer in home environments. Pattern Recognit. Lett. 105: 135-143 (2018) - [c14]David Segarra, Jessica Caballeros, Wilbert G. Aguilar, Albert Samà, Daniel Rodríguez Martín:
Orientation Estimation Using Filter-Based Inertial Data Fusion for Posture Recognition. ALGOSENSORS 2018: 220-233 - [c13]Joan Cabestany, Daniel Rodríguez Martín, Carlos Pérez, Albert Samà:
Artificial Intelligence Contribution to eHealth Application. MIXDES 2018: 15-21 - 2017
- [j8]Albert Samà, Carlos Pérez-López, Daniel Rodríguez Martín, Andreu Català, Juan-Manuel Moreno Aróstegui, Joan Cabestany, Eva de Mingo, Alejandro Rodríguez-Molinero:
Estimating bradykinesia severity in Parkinson's disease by analysing gait through a waist-worn sensor. Comput. Biol. Medicine 84: 114-123 (2017) - [j7]Daniel Rodríguez Martín, Carlos Pérez-López, Albert Samà, Andreu Català, Juan-Manuel Moreno Aróstegui, Joan Cabestany, Berta Mestre, Sheila Alcaine, Anna Prats, María de la Cruz Crespo, Àngels Bayés:
A Waist-Worn Inertial Measurement Unit for Long-Term Monitoring of Parkinson's Disease Patients. Sensors 17(4): 827 (2017) - [c12]Daniel Rodríguez Martín, Albert Samà, Carlos Pérez-López, Andreu Català:
Posture Transitions Identification Based on a Triaxial Accelerometer and a Barometer Sensor. IWANN (2) 2017: 333-343 - [c11]Julià Camps, Albert Samà, Mario Martín, Daniel Rodríguez Martín, Carlos Pérez-López, Sheila Alcaine, Berta Mestre, Anna Prats, María de la Cruz Crespo, Joan Cabestany, Àngels Bayés, Andreu Català:
Deep Learning for Detecting Freezing of Gait Episodes in Parkinson's Disease Based on Accelerometers. IWANN (2) 2017: 344-355 - [c10]Giulia Perugia, Daniel Rodríguez Martín, Marta Díaz Boladeras, Andreu Català Mallofré, Emilia I. Barakova, Matthias Rauterberg:
Electrodermal activity: Explorations in the psychophysiology of engagement with social robots in dementia. RO-MAN 2017: 1248-1254 - 2016
- [j6]Carlos Pérez-López, Albert Samà, Daniel Rodríguez Martín, Juan-Manuel Moreno Aróstegui, Joan Cabestany, Àngels Bayés, Berta Mestre, Sheila Alcaine, Paola Quispe, Gearóid Ó Laighin, Dean Sweeney, Leo R. Quinlan, Timothy Counihan, Patrick Browne, Roberta Annicchiarico, Alberto Costa, Hadas Lewy, Alejandro Rodríguez-Molinero:
Dopaminergic-induced dyskinesia assessment based on a single belt-worn accelerometer. Artif. Intell. Medicine 67: 47-56 (2016) - [j5]Claas Ahlrichs, Albert Samà, Michael Lawo, Joan Cabestany, Daniel Rodríguez Martín, Carlos Pérez-López, Dean Sweeney, Leo R. Quinlan, Gearóid Ó Laighin, Timothy Counihan, Patrick Browne, Hadas Lewy, Gabriel Vainstein, Alberto Costa, Roberta Annicchiarico, Sheila Alcaine, Berta Mestre, Paola Quispe, Àngels Bayés, Alejandro Rodríguez-Molinero:
Detecting freezing of gait with a tri-axial accelerometer in Parkinson's disease patients. Medical Biol. Eng. Comput. 54(1): 223-233 (2016) - [j4]Carlos Pérez-López, Albert Samà, Daniel Rodríguez Martín, Andreu Català, Joan Cabestany, Juan-Manuel Moreno Aróstegui, Eva de Mingo, Alejandro Rodríguez-Molinero:
Assessing Motor Fluctuations in Parkinson's Disease Patients Based on a Single Inertial Sensor. Sensors 16(12): 2132 (2016) - [c9]Daniel Rodríguez Martín, Albert Samà, Carlos Pérez-López, Andreu Català, Berta Mestre, Sheila Alcaine, Àngels Bayés:
Comparison of Features, Window Sizes and Classifiers in Detecting Freezing of Gait in Patients with Parkinson's Disease Through a Waist-Worn Accelerometer. CCIA 2016: 127-136 - 2015
- [j3]Daniel Rodríguez Martín, Albert Samà, Carlos Pérez-López, Joan Cabestany, Andreu Català, Alejandro Rodríguez-Molinero:
Posture transition identification on PD patients through a SVM-based technique and a single waist-worn accelerometer. Neurocomputing 164: 144-153 (2015) - [c8]Le Nguyen Ngu Nguyen, Daniel Rodríguez Martín, Andreu Català, Carlos Pérez-López, Albert Samà, Andrea Cavallaro:
Basketball Activity Recognition using Wearable Inertial Measurement Units. Interacción 2015: 60:1-60:6 - [c7]Carlos Pérez-López, Albert Samà, Daniel Rodríguez Martín, Andreu Català, Joan Cabestany, Eva de Mingo, Alejandro Rodríguez-Molinero:
Monitoring Motor Fluctuations in Parkinson's Disease Using a Waist-Worn Inertial Sensor. IWANN (1) 2015: 461-474 - [p1]Daniel Rodríguez Martín, Albert Samà, Carlos Pérez-López, Andreu Català, Joan Cabestany, Patrick Browne, Alejandro Rodríguez-Molinero:
Posture detection based on a waist-worn accelerometer: an application to improve Freezing of Gait detection in Parkinson's disease patients. Recent Advances in Ambient Assisted Living 2015: 3-17 - 2014
- [b1]Daniel Rodríguez Martín:
Contribución al análisis del movimiento humano aplicado a la identificación de posturas y bloqueos de la marcha en pacientes con Parkinson. Polytechnic University of Catalonia, Spain, 2014 - [c6]Albert Samà, Carlos Pérez-López, Daniel Rodríguez Martín, Juan-Manuel Moreno Aróstegui, Jordi Rovira, Claas Ahlrichs, Rui Sarmento e Castro, João Cevada, Ricardo Graça, Vânia Guimarães, Bernardo Pina, Timothy Counihan, Hadas Lewy, Roberta Annicchiarico, Àngels Bayés, Alejandro Rodríguez-Molinero, Joan Cabestany:
A double closed loop to enhance the quality of life of Parkinson's Disease patients: REMPARK system. InMed 2014: 115-124 - 2013
- [j2]Daniel Rodríguez Martín, Albert Samà, Carlos Pérez-López, Andreu Català, Joan Cabestany, Alejandro Rodríguez-Molinero:
SVM-based posture identification with a single waist-located triaxial accelerometer. Expert Syst. Appl. 40(18): 7203-7211 (2013) - [j1]Daniel Rodríguez Martín, Carlos Pérez-López, Albert Samà, Joan Cabestany, Andreu Català:
A Wearable Inertial Measurement Unit for Long-Term Monitoring in the Dependency Care Area. Sensors 13(10): 14079-14104 (2013) - [c5]Albert Samà, Carlos Pérez-López, Daniel Rodríguez Martín, Joan Cabestany, Juan-Manuel Moreno Aróstegui, Alejandro Rodríguez-Molinero:
A heterogeneous database for movement knowledge extraction in Parkinson's disease. ESANN 2013 - [c4]Daniel Rodríguez Martín, Albert Samà, Carlos Pérez-López, Andreu Català, Joan Cabestany, Alejandro Rodríguez-Molinero:
Identification of Postural Transitions Using a Waist-Located Inertial Sensor. IWANN (2) 2013: 142-149 - 2012
- [c3]Albert Samà, Carlos Pérez-López, Jaume Romagosa, Daniel Rodríguez Martín, Andreu Català, Joan Cabestany, David A. Perez-Martinez, Alejandro Rodríguez-Molinero:
Dyskinesia and motor state detection in Parkinson's Disease patients with a single movement sensor. EMBC 2012: 1194-1197 - [c2]Boris Takac, Andreu Català, Daniel Rodríguez Martín, Wei Chen, Matthias Rauterberg:
Ambient Sensor System for Freezing of Gait Detection by Spatial Context Analysis. IWAAL 2012: 232-239 - [c1]Daniel Rodríguez Martín, Albert Samà, Carlos Pérez-López, Andreu Català:
Identification of Sit-to-Stand and Stand-to-Sit Transitions Using a Single Inertial Sensor. pHealth 2012: 113-117
Coauthor Index
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