PREDICTING PATIENT-LEVEL NEW-ONSET ATRIAL FIBRILLATION FROM POPULATION-BASED NATIONWIDE ELECTRONIC HEALTH RECORDS: PROTOCOL OF FIND-AF FOR DEVELOPING A PRECISION MEDICINE PREDICTION MODEL USING ARTIFICIAL INTELLIGENCE

Introduction Atrial fibrillation (AF) is a major cardiovascular health problem: it is common, chronic and incurs substantial healthcare expenditure because of stroke.Oral anticoagulation reduces the risk of thromboembolic stroke in those at higher risk; but for a number of patients, stroke is the first manifestation of undetected AF.There is a rati

In the last few years, a sharp increase in the number of descriptions of new species of West African cone snails, particularly from the Cabo Verde Archipelago, has taken place.In previous studies, we used mitogenome sequences for reconstructing robust phylogenies, which comprised in total 120 individuals representing the majority of species (69.7%)

Perception is an inferential process, which becomes immediately evident when sensory information is conflicting or ambiguous and thus allows for more than one perceptual interpretation.Thinking the idea of perception as inference through to the end results in a blurring of boundaries between perception and action selection, as perceptual inference

In order to accurately predict the risk level of ancient timber structures under earthquake,22 evaluation indexes were selected, including hazard of disaster-causing factors, susceptibility assessment of disaster environment, and vulnerability of disaster-bearing body, combined with seismic damage characteristics and structural characteristics of a