Fidgety Philip and the Suggested Clinical Immobilization Test: Annotation data for developing a machine learning algorithm.

The cartoon Fidgety Philip, the banner of Western-ADHD diagnosis, depicts a 'restless' child exhibiting hyperactive-behaviors with hyper-arousability and/or hypermotor-restlessness (H-behaviors) during sitting. To overcome the gaps between differential diagnostic considerations and modern computing methodologies, we have developed a non-interpretative, neutral pictogram-guided phenotyping language (PG-PL) for describing body-segment movements during sitting (). To develop the PG-PL, seven research assistants annotated three original Fidgety Philip cartoons.

Improving the end-of-life for people with dementia living in a care home: an intervention study.

Background: One in three adults, most of whom are living in a care home at the time, dies with dementia. Their end-of-life is often in hospital, where they may experience uncomfortable interventions without known benefit and die rapidly with uncontrolled pain and comfort needs. This study aimed to improve end-of-life care for people with dementia in a care home by increasing the number and implementation of advanced care wishes.