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Training Melanoma Detection in Photographs Using the Perceptual Expertise Training Approach

机译:使用知觉专长训练方法训练照片中的黑色素瘤检测

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Although a deadly form of skin cancer, melanoma is treatable if detected early. However, current rule-based training practices in melanoma detection are not effective. We assessed an innovative technique to train melanoma detection using the perceptual expertise principles. Participants in the training group were trained to categorize melanoma and benign lesions to 95% accuracy. Participants in the control group received no training. Prior to testing all participants reviewed the ABCDE rules. Training was evaluated by the pre and post tests using the Melanoma Detection Test where participants categorized images of melanoma and benign lesions. As compared to the control group, the training group showed significant improvement in melanoma detection and became less liberal (i.e., bias toward categorizing a lesion as melanoma), and both improvements maintained a week after the training. These findings indicate that perceptual expertise training is a promising approach to train melanoma detection. Copyright (C) 2016 John Wiley & Sons, Ltd.
机译:尽管是致命的皮肤癌,但如果及早发现,黑色素瘤是可以治愈的。但是,当前在黑素瘤检测中基于规则的培训实践并不有效。我们评估了一种使用知觉专业原则训练黑素瘤检测的创新技术。训练组的参与者经过训练可以将黑素瘤和良性病变分类到95%的准确性。对照组参与者未接受任何培训。在测试之前,所有参与者都检查了ABCDE规则。培训通过使用黑色素瘤检测测试的前后测试进行评估,参与者将黑色素瘤和良性病变的图像分类。与对照组相比,训练组在黑色素瘤的检测上显示出明显的改善,并且变得较宽松(即,倾向于将病变归类为黑色素瘤),并且在训练后一周都保持了这种改善。这些发现表明,知觉专长训练是训练黑素瘤检测的有前途的方法。版权所有(C)2016 John Wiley&Sons,Ltd.

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