A deep learning approach for automated diagnosis of pulmonary embolism on computed tomographic pulmonary angiography

Abstract Background Computed tomographic pulmonary angiography (CTPA) is the diagnostic standard for confirming pulmonary embolism (PE).Since PE is a life-threatening condition, early diagnosis and treatment are critical to avoid PE-associated morbidity and mortality.However, PE remains subject to misdiagnosis.Methods We retrospectively identified

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INNOVATION, POLICY DIFFUSION AND DECISION-MAKING IN A GLOBAL CONTEXT: WHAT THE RUSSIAN FEDERATION CAN LEARN FROM THE UNITED STATES

Governments and its officials today face increasing pressure to innovate.But often the reforms and policies proposed are formulated under conditions of limited knowledge.This bounded rationality may foster policy innovation, but in many cases public officials instead may seek to learn from other jurisdictions in the formulation of their policy opti

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Delusional infestation: Two case reports

Introduction Delusional infestation (DI), also known as delusional parasitosis or Ekbom syndrome, is a rare disorder, characterised by fixed belief that the skin, body or immediate environment is infested by small pathogens, despite the lack of any medical evidence for it.Objectives To describe and discuss two clinical cases of DI, in order to show

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