Deciphering Carotenoid and Flowering Pathway Gene Variations in Eastern and Western Carrots ( L.).

Background/objectives: Carrot is a major root vegetable in the owing to its abundant carotenoids, antioxidants, vitamins, and minerals. The modern dark orange western carrot was derived from sequential domestication events from the white-rooted wild form to the pale orange-, purple-, or yellow-rooted eastern carrot. Genetic and molecular studies between eastern and western carrots are meager despite their evolutionary relatedness.

Artificial intelligence and machine learning technologies in ulcerative colitis.

Interest in artificial intelligence (AI) applications for ulcerative colitis (UC) has grown tremendously in recent years. In the past 5 years, there have been over 80 studies focused on machine learning (ML) tools to address a wide range of clinical problems in UC, including diagnosis, prognosis, identification of new UC biomarkers, monitoring of disease activity, and prediction of complications. AI classifiers such as random forest, support vector machines, neural networks, and logistic regression models have been used to model UC clinical outcomes using molecular (transcriptomic) and clinical (electronic health record and laboratory) datasets with relatively high performance (accuracy, sensitivity, and specificity).

The Provision and Utilization of Telehealth within Academic Mental Health Clinics in North America during the COVID-19 Pandemic.

Objective: To document the experience of 14 academic child and adolescent psychiatry programs in transitioning to and managing telehealth services during the COVID-19 pandemic. The goal was to understand how programs adopted and sustained telehealth during the pandemic. Telehealth was defined as services delivered via videoconferencing and telephony.