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A Multicenter Study on Deep Learning Model-Assisted Detection of Brain Metastases in MR Images
Key Words Brain metastases Deep learning Magnetic resonance imaging Assisted diagnosis Get full text access Log in, subscribe or purchase for full access. References 1. Derks, S.H.A.E. ∙ van der Veldt, A.A.M. ∙ Smits, M. Brain metastases: the role of clinical imaging Br J Radiol. 2022; 95, 20210944 2. Lamba, N. ∙ Wen, P.Y. ∙ Aizer, A.A. Epidemiology of brain metastases and leptomeningeal disease Neuro-Oncol. 2021; 23:1447-1456 3.
The predictive potential of surrogate indicators of insulin resistance for type 2 diabetic kidney disease
Introduction Type 2 diabetes mellitus (T2DM) represents a complex metabolic disorder arising from insulin resistance (IR) in peripheral tissues coupled with pancreatic β-cell dysfunction, resulting in chronic hyperglycemia. This condition constitutes 90-95% of global diabetes cases (1). Among its most consequential microvascular complications, diabetic kidney disease (DKD) emerges as a progressive condition marked by deteriorating glomerular function.
Enhancing Radiologists’ Performance in Detecting Cerebral Aneurysms Using a Deep Learning Model: A Multicenter Study
Key Words Computer-aided diagnosis Deep learning Intracranial aneurysm Tomography X-ray computed INTRODUCTION Ruptured cerebral aneurysms are the leading cause of non-traumatic subarachnoid hemorrhage, accounting for about 85.0% of cases (1). The annual risk of rupture for cerebral aneurysms is estimated to be 1.0% (2). Aneurysmal subarachnoid hemorrhage has a poor prognosis, with mortality rates as high as 44.0%; nearly 20% of survivors may experience permanent functional impairment (3, 4).
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