melanogenesis

黑色素生成
  • 文章类型: Comparative Study
    目的:红斑是皮肤病患者最常见的表现,各种治疗红斑症状的方法已经变得普遍。为了评估红斑的变化,需要能够支持客观诊断的可靠设备。我们开发了一种用于红斑诊断的新颖的基于摄影的系统,该系统提供在具有曲面光源的一致摄影环境中拍摄的高分辨率三视图照片,并且可以与优化的图像处理算法集成。
    方法:将一种新的诊断算法应用于32例患者的照片,以自动确定红斑区域。为了评估与皮肤科医生评估相比的表现,五名皮肤科医生独立评估红斑区域,我们定义了一个叫做临床共有红斑区(CCAE)的区域,这是基于皮肤科医生在评估过程中的大多数意见。将获得的CCAE值与系统的诊断算法确定的红斑面积进行比较。
    结果:建议的系统和皮肤科医生评估了41张红斑区域的照片。与CCAE结果相比,使用所提出的系统获得的结果的平均准确度为93.18%,标准偏差为3.52%。结果还表明,所提出的系统可以检测红斑区域而没有任何色素沉着。与个别皮肤科医生的评估相反,使用CCAE减少了由于偏见或主观性而发生的错误。
    结论:开发了一种新的红斑评估系统,并通过CCAE进行了验证,这表明该系统可以支持皮肤科医生对红斑的客观诊断。
    OBJECTIVE: Erythema is the most common presenting sign in patients with skin diseases, and various methods to treat erythema symptoms have become common. To evaluate changes in erythema, a reliable device that can support objective diagnosis is required. We developed a novel photography-based system for erythema diagnosis that provides a high-resolution three-view photograph taken in a consistent photography environment with a curved surface light source and can be integrated with optimized image processing algorithms.
    METHODS: A new diagnostic algorithm was applied to photographs from 32 patients to determine areas of erythema automatically. To assess the performance in comparison to dermatologists\' evaluations, five dermatologists independently evaluate the areas of erythema, and we defined an area called the clinical consensus area of erythema (CCAE), which is based on the majority opinion of dermatologists during evaluation. The CCAE values obtained were compared with the erythema areas determined by the system\'s diagnostic algorithm.
    RESULTS: Forty-one photographs with areas of erythema were evaluated by the proposed system and by dermatologists. The results obtained with the proposed system had a mean accuracy of 93.18% with a standard deviation of 3.52% when compared with the CCAE results. The results also showed that the proposed system could detect erythema areas without any pigmentation. In contrast to assessments by individual dermatologists, use of the CCAE reduced the amount of error that occurred owing to bias or subjectivity.
    CONCLUSIONS: A new erythema evaluation system was developed and validated through CCAE, suggesting that the system can support dermatologists\' objective diagnoses of erythema.
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  • 文章类型: Comparative Study
    OBJECTIVE: Various cosmetics, medicines, and light and laser treatments have been increasingly developed to improve pigmentary skin alterations such as melasma, actinic lentigo and dyschromia. To determine the efficacy of these modalities in view of the changes in pigmentation, an objective and reliable device that has a comparable performance to that of physicians is required. We developed a novel photography-based skin pigmentation evaluation system and validated its accuracy and reliability with a newly proposed method.
    METHODS: A novel photography-based system was developed that integrates a consistent photography setting and image processing diagnostic algorithms. To automatically detect areas of pigmentation, the diagnostic algorithms were applied to photographs, which were obtained from 31 female patients. To validate its performance in comparison with the physicians\' evaluation, five dermatologists independently evaluated the area of pigmentation. The clinical consensus area of pigmentation (CCAP) was calculated based on the consensus of five dermatologists\' to exclude subjectivity or bias, and it was compared with the pigmentation area determined by the system.
    RESULTS: Forty-four photographs with pigmented areas were evaluated by the system and the physicians. In contrast to the individual physician assessments, CCAP reduced the error that occurred due to subjectivity and bias, particularly for areas with indistinct pigmentation, and it was set as the gold standard. The results from the system showed a mean accuracy of 92.1% and a standard deviation of 4.6% in comparison with CCAP.
    CONCLUSIONS: This pigmentation evaluation system can reproduce the physicians\' consensus, suggesting that this system can support the dermatologists\' objective evaluation of pigmentation.
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