Publications by authors named "J Hwangbo"

Article Synopsis
  • Differences in iron accumulation patterns in atypical parkinsonian syndromes can be identified using susceptibility-weighted images, and deep learning methods are effective for this task.
  • Traditional deep learning models need large labeled datasets, which are expensive and can compromise patient privacy.
  • A new few-shot learning framework is proposed to distinguish between multiple system atrophy parkinsonian (MSA-P) and progressive supranuclear palsy (PSP) using fewer data samples, achieving better performance through enhanced feature identification and a novel hyperbolic space technique.
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fructus is widely used in traditional Oriental medicine for treating female genital disorders, male impotence, frigidity, and skin-related conditions in East Asia. However, the role of fructus extract (CMFE) in melanin synthesis is not well elucidated. This study aimed to investigate the anti-melanogenesis effect and mechanism of action of CMFE in α-MSH-stimulated B16F10 cells.

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Purpose: The gonadotropin-releasing hormone (GnRH) stimulation test is the gold standard for diagnosing central precocious puberty (CPP). Gonadorelin (Relefact) is used for the test but is not always readily available; triptorelin is used as an alternative. The purpose of this study was to evaluate the diagnostic validity of the triptorelin test compared with the GnRH test in the diagnosis of CPP in girls.

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The energy efficiency theory of human bipedal locomotion has been widely accepted as a neuro-musculoskeletal control method. However, coactivation of agonist and antagonist muscles in the lower limb has been observed during various limb movements, including walking. The emergence of this coactivation cannot be explained solely by the energy efficiency theory and remains a subject of debate.

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