Automatic Human Sleep Stage Scoring Using Deep Neural Networks

Alexander Malafeev, Dmitry Laptev, Stefan Bauer, +7

Frontiers in Neuroscience

Real-Time Closed-Loop Control of Cognitive Load in Neurological Patients During Robot-Assisted Gait Training

Alexander Koenig, Domen Novak, Ximena Omlin, +5

IEEE Transactions on Neural Systems and Rehabilitation Engineering

Real-time Closed-loop ControlGait AnalysisHealthy SubjectsNeurological RehabilitationMotor Control +20

Psychological state estimation from physiological recordings during robot-assisted gait rehabilitation

Alexander Koenig, Ximena Omlin, Lukas Zimmerli, +5

The Journal of Rehabilitation Research and Development

Controlling patient participation during robot-assisted gait training

Alexander Koenig, Ximena Omlin, Jeannine Bergmann, +4

Journal of NeuroEngineering and Rehabilitation

The effects of digital cognitive behavioral therapy for insomnia on cognitive function: a randomized controlled trial

Simon D. Kyle, Madeleine Hurry, Richard Emsley, +8

SLEEP

Reproducibility of Heart Rate Variability Is Parameter and Sleep Stage Dependent

David Herzig, Prisca Eser, Ximena Omlin, +3

Frontiers in Physiology

Isolating the role of time in bed restriction in the treatment of insomnia: a randomized, controlled, dismantling trial comparing sleep restriction therapy with time in bed regularization

Leonie Maurer, Colin A. Espie, Ximena Omlin, +5

SLEEP

Workload Estimation in Physical Human–Robot Interaction Using Physiological Measurements

Domen Novak, Benjamin Beyeler, Ximena Omlin, +1

Interacting with Computers

EngineeringWearable TechnologyHuman Performance ModelingPhysiological ModalitiesKinesiology +18

The Effect of a Slowly Rocking Bed on Sleep

Ximena Omlin, Francesco Crivelli, Monika Näf, +6

Scientific Reports

Predicting Targets of Human Reaching Motions Using Different Sensing Technologies

Domen Novak, Ximena Omlin, Rebecca Leins-Hess, +1

IEEE Transactions on Biomedical Engineering

EngineeringMachine LearningHuman Pose EstimationField RoboticsWearable Technology +21