Addressing the gap for racially diverse research involvement: The King's Model for minority ethnic research participant recruitment.

Objectives: Ethnic minorities (EM) are still underrepresented in research recruitment. Despite wide literature outlining the barriers, enablers and recommendations for driving inclusion and diversity in research, there is still little evidence for successful diversity in research participation, which has a direct impact on the quality of care provided to ethnically diverse individuals. A new, comprehensive approach to recruitment strategies is therefore necessary.

[Corneal donation and anticipatory care in palliative care].

Until now, the early approach of palliative care patients for corneal harvesting has been unheard of in France. At the Centre Hospitalier Intercommunal de Villeneuve-Saint-Georges Lucie-et-Raymond-Aubrac, in the Val-de-Marne region of France, we offer a rigorous and respectful procedure and organization for patients who have been carefully selected for an early approach to donation.

Predicting efficacy of drug-carrier nanoparticle designs for cancer treatment: a machine learning-based solution.

Molecular Dynamic (MD) simulations are very effective in the discovery of nanomedicines for treating cancer, but these are computationally expensive and time-consuming. Existing studies integrating machine learning (ML) into MD simulation to enhance the process and enable efficient analysis cannot provide direct insights without the complete simulation. In this study, we present an ML-based approach for predicting the solvent accessible surface area (SASA) of a nanoparticle (NP), denoting its efficacy, from a fraction of the MD simulations data.

Unstructured numerical intensity scales: Models, protocols and errors.

A sample of 62 untrained subjects were assessed on their ability to use unstructured numerical 9-point and 30-point category scales along with an unstructured line scale, using both rank-rating and serial monadic protocols. Visual stimuli were used for convenience, the task being to rate the heights of 12 easily discriminable columns of mung beans held in transparent vertical cylinders. Such stimuli had no perceptual variance, which would otherwise have added uncontrolled variance to the subjects' performance.