Reed T. Sutton

TL;DR: A state-of-the-art overview on the use of clinical decision support systems in medicine, including the different types, current use cases with proven efficacy, common pitfalls, and potential harms, and evidence-based recommendations for minimizing risk are provided.

TL;DR: In this article , the authors compared several deep learning convolutional neural network architectures (CNNs) applied to a diverse subset of 8000 labeled endoscopic still images derived from HyperKvasir, the largest multi-class image and video dataset from the gastrointestinal tract available today.

TL;DR: Although anti-TNF therapy seems to play a role, the decrease in surgical trends is likely multifactorial, owing to a decline in smoking trends, earlier diagnosis, earlier treatment, improved patient education, and changes in clinical practice.

TL;DR: An e-health portal is feasible as one component of managing IBD patient’s reproductive and medication concerns during preconception and pregnancy and may potentially reduce IBD-specific reproductive and medications concerns.

TL;DR: Clinical disease activity is a consistent negative predictor of HRQoL from conception to 12 months postpartum, and in a multivariable linear regression model, clinical disease activity negatively predicted SIBDQ at every pregnancy timepoint and up to 12 years post partum.