Bayesian Gaussian Mixture Models for Enhanced Radar Sensor Modeling: A Data-Driven Approach towards Sensor Simulation for ADAS/AD Development.

In the realm of road safety and the evolution toward automated driving, Advanced Driver Assistance and Automated Driving (ADAS/AD) systems play a pivotal role. As the complexity of these systems grows, comprehensive testing becomes imperative, with virtual test environments becoming crucial, especially for handling diverse and challenging scenarios. Radar sensors are integral to ADAS/AD units and are known for their robust performance even in adverse conditions.

Long-Term Follow-Up after Surgery for Chronic Pancreatitis: A Bicentric Retrospective Experience.

Introduction: The impact of surgery on nutritional status, pancreatic function, and symptoms of patients affected by chronic pancreatitis (CP) has not been unequivocally determined. This study aimed to evaluate clinical follow-up after surgery for CP in an Italian-Austrian population.

Materials And Methods: Patients operated for CP at two high-volume centers between 2000 and 2018 were analyzed.

Exploring the Effects of Power Mobility Training on Parents of Exploratory Power Mobility Learners: A Multiple-Baseline Single-Subject Research Design Study.

This study investigated the effects of power mobility training provided to exploratory power mobility learners with cerebral palsy (CP; Gross Motor Function Classification System Level V) on (1) parenting stress, (2) parents' perceptions of their children, and (3) children's attainment of power mobility skills. A non-concurrent, multiple-baseline A-B single-subject research design study was conducted with three participants. The target behaviour was changes in the magnitude of parenting stress as measured by the Parenting Stress Index-Short Form.

Mode and Intensity of Physical Activity During the Postacute Phase of Sport-Related Concussion: A Systematic Review.

Introduction: Sports-related concussions (SRCs) have received attention due to their prevalence in youth. An SRC results from a strong force causing neurological impairment. Recent research has recommended rehabilitation within the first week post-SRC after 24 to 48 hours of rest.

Cognitive function in patients with decompensated heart failure: the Cognitive Impairment in Heart Failure (CogImpair-HF) study.

Aims: The objective of this study was to examine cognitive and psychological processes systematically in patients with decompensated chronic heart failure (CHF) and to document changes in cognitive function after compensation. Executive functions, episodic memory, and attention are impaired in patients with stable CHF, influencing health behaviour and disease management. Cognitive function and psychological co-morbidities are associated with hospitalization, disability, and mortality.