Sotabase

Career

· PhD Student, University of Amsterdam2020–
· Employee, AI Startups
· Intern, Apple
· Intern, Brave
· BSc, Eindhoven University of Technology
· MSc in Electrical Engineering, Eindhoven University of Technology
· AI Resident, Google
· Intern, G-Research

Publications (39)

Validation of IMU-based gait event detection during curved walking and turning in older adults and Parkinson’s Disease patients
Journal of NeuroEngineering and Rehabilitation · 2020
74
cited
The detection of age groups by dynamic gait outcomes using machine learning approaches
Scientific Reports · 2020
71
cited
A Deep Learning Approach for Gait Event Detection from a Single Shank-Worn IMU: Validation in Healthy and Neurological Cohorts
Italian National Conference on Sensors · 2022
59
cited
Impact of Aliasing on Generalization in Deep Convolutional Networks
IEEE International Conference on Computer Vision · 2021
39
cited
Quantification of Arm Swing during Walking in Healthy Adults and Parkinson’s Disease Patients: Wearable Sensor-Based Algorithm Development and Validation
Italian National Conference on Sensors · 2020
33
cited
Arm swing responsiveness to dopaminergic medication in Parkinson’s disease depends on task complexity
npj Parkinson's Disease · 2021
27
cited
Proposed Mobility Assessments with Simultaneous Full-Body Inertial Measurement Units and Optical Motion Capture in Healthy Adults and Neurological Patients for Future Validation Studies: Study Protocol
Italian National Conference on Sensors · 2021
26
cited
Step Length Is a Promising Progression Marker in Parkinson’s Disease
Italian National Conference on Sensors · 2021
24
cited
Cognitive dual-task cost depends on the complexity of the cognitive task, but not on age and disease
Frontiers in Neurology · 2022
22
cited
Reliability of IMU-Derived Temporal Gait Parameters in Neurological Diseases
Italian National Conference on Sensors · 2022
20
cited
Reliability of IMU-Derived Static Balance Parameters in Neurological Diseases
International Journal of Environmental Research and Public Health · 2021
19
cited
Full-Body Mobility Data to Validate Inertial Measurement Unit Algorithms in Healthy and Neurological Cohorts
International Conference on Data Technologies and Applications · 2022
18
cited
Cerebellar rTMS in PSP: a Double-Blind Sham-Controlled Study Using Mobile Health Technology
medRxiv · 2020
12
cited
Reduced Range of Gait Speed: A Parkinson’s Disease-Specific Symptom?
Journal of Parkinson's Disease · 2023
12
cited
Beyond Transfer Learning: Co-finetuning for Action Localisation
arXiv.org · 2022
10
cited
Ecological validity of a deep learning algorithm to detect gait events from real-life walking bouts in mobility-limiting diseases
Frontiers in Neurology · 2023
10
cited
Turning alterations detected by mobile health technology in idiopathic REM sleep behavior disorder
npj Parkinson's Disease · 2024
10
cited
Association of real life postural transitions kinematics with fatigue in neurodegenerative and immune diseases
npj Digital Medicine · 2025
6
cited
Objectively assessed sleep quality parameters in Multiple Sclerosis at home: Association to disease, disease severity and physical activity.
Sleep Medicine · 2024
6
cited
Unsupervised but not supervised gait parameters are related to fatigue in Parkinson’s disease: a pilot study
Frontiers in Aging Neuroscience · 2023
6
cited
Sotabase
Rob Romijnders | Researcher Profile | Sotabase | Sotabase