Development and Piloting of a Community-Partnered Heart Failure Training Course for Home Health Care Workers.

Background: Despite their unique contributions to heart failure (HF) care, home healthcare workers (HHWs) have unmet educational needs and many lack HF caregiving self-efficacy. To address this, we used a community-partnered approach to develop and pilot a HF training course for HHWs.

Methods: We partnered with the Training and Employment Fund, a benefit fund of the largest healthcare union in the United States, to develop a 2-hour virtual HF training course that met HHWs' job-specific needs.

Performance Evaluation of a Maneuver Classification Algorithm Using Different Motion Models in a Multi-Model Framework.

Environment perception is one of the major challenges in the vehicle industry nowadays, as acknowledging the intentions of the surrounding traffic participants can profoundly decrease the occurrence of accidents. Consequently, this paper focuses on comparing different motion models, acknowledging their role in the performance of maneuver classification. In particular, this paper proposes utilizing the Interacting Multiple Model framework complemented with constrained Kalman filtering in this domain that enables the comparisons of the different motions models' accuracy.

Room temperature two terminal tunnel magnetoresistance in a lateral graphene transistor.

We investigate the behavior of both pure spin and spin-polarized currents measured with four-probe non-local and two probe local configurations up to room temperature and under an external gate voltage in a lateral graphene transistor, produced using a standard large-scale microfabrication process. The high spin diffusion length of pristine graphene in the channel, measured both directly and by the Hanle effect, and the tuning of the relationship between the electrode resistance areas present in the device architecture allowed us to observe local tunnel magnetoresistance at room temperature, a new finding for this type of device. The results also indicate that while pure spin currents are less sensitive to temperature variations, spin-polarized current switching by an external voltage is more efficient, due to a combination of the Rashba effect and a change in carrier mobility by a Fermi level shift.

PHD Filter for Object Tracking in Road Traffic Applications Considering Varying Detectability.

This paper considers the object detection and tracking problem in a road traffic situation from a traffic participant's perspective. The information source is an automotive radar which is attached to the ego vehicle. The scenario characteristics are varying object visibility due to occlusion and multiple detections of a vehicle during a scanning interval.

Schizophrenia Treatment Coverage Provided by the Public and Private Health Systems of Chile.

Since health care delivery in Chile was comprehensively reformed in 2005, treating schizophrenia for its populace has been guaranteed, regardless of individuals' type of health insurance coverage. The implementation of this national schizophrenia treatment program has facilitated timely access to care for Chileans with a first episode of schizophrenia, particularly for publicly insured individuals. Although this reform has benefited 98% of the population, significant challenges remain.