Predicting malnutrition from longitudinal patient trajectories with deep learning.

Malnutrition is common, morbid, and often correctable, but subject to missed and delayed diagnosis. Better screening and prediction could improve clinical, functional, and economic outcomes. This study aimed to assess the predictability of malnutrition from longitudinal patient records, and the external generalizability of a predictive model.

The evolution and utilization of telehealth in ambulatory nutrition practice.

The term telehealth is often used interchangeably with telemedicine. Telemedicine involves the electronic exchange of medical information between two remote sites for the optimization of patient care, whereas telehealth is the application of all electronic communication and delivery systems in the provision of healthcare. Telehealth gives patients an opportunity to communicate with their healthcare providers and, overall, access ambulatory care that otherwise is not available in their area of residence.