ANALYSIS OF SEVERE CUTANEOUS ADVERSE REACTIONS (SCARS) IN TAIWAN DRUG-INJURY RELIEF SYSTEM: 18-YEAR RESULTS


Optimization on multifractal loss landscapes explains a diverse range of geometrical and dynamical properties of deep learning

Abstract Gradient descent and its variants are foundational in solving optimization problems across many disciplines.In deep learning, these optimizers demonstrate a remarkable ability to dynamically navigate complex loss landscapes, ultimately converging to solutions that generalize well.To elucidate the mechanism underlying this ability, we intro

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Prevalence and sensitization of atopic allergy and coeliac disease in the Northern Sweden Population Health Study

Background.Atopic allergy is effected by a number of environmental exposures, such as dry air and time spent outdoors, but there are few estimates of the prevalence in populations from sub-arctic areas.Objective.To determine the prevalence and severity of symptoms of food, inhalation and skin-related allergens and coeliac disease (CD) in the sub-ar

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