AI-assisted Total Body Dermoscopic Evaluation of Changes in Melanocytic Nevi during Pregnancy: A Prospective, Comparative Study of 2,799 Nevi.

IF 3.5 4区 医学 Q1 DERMATOLOGY
Jelissa K Peter, Fabrice Helfenstein, Sara E Cerminara, Julia-Tatjana Maul, Mara L Zehnder, Dagmar Jamiolkowski, Elisabeth Roider, Beda Mühleisen, Irene Hösli, Alexander A Navarini, Lara V Maul
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Abstract

Pregnancy-associated changes in melanocytic nevi (MN), apart from size increase on the trunk, remain a topic of debate. We conducted the first prospective study to investigate dermoscopic changes in MN comparing pregnant with non-pregnant women on all body parts using a market-approved convolutional neural network (CNN). We included 25 pregnant and 25 non-pregnant women from Basel, Switzerland, who underwent standard skin cancer screenings and whose MN > 2 mm were digitally recorded and analysed by a CNN. Pregnant women were examined three times: in the first and third trimester and 8-12 weeks postpartum; non-pregnant women twice in an interval of 17-21 weeks. We analysed 2,799 MN. In pregnant women, diameter[p < 0.001], area[p < 0.001], number of colours [p = 0.009], shape asymmetry[p = 0.005] and border sharpness[p = 0.006] (inversely proportional value) increased while ellipseness [p < 0.001] decreased from first trimester to postpartum. Changes occurred mainly during the third trimester to postpartum. Compared to non-pregnant women (only first to third trimester) MN on the upper extremities of pregnant women increased in area[p = 0.011] and diameter[p = 0.025] and decreased in ellipseness[p = 0.037]. MN on the lower extremities increased in area[p = 0.044] and MN on the back increased in colour asymmetry[p = 0.022].

人工智能辅助全身皮肤镜评估妊娠期间黑素细胞痣的变化:一项2799例痣的前瞻性比较研究。
妊娠相关的黑素细胞痣(MN)的变化,除了躯干上的大小增加,仍然是一个有争议的话题。我们使用市场认可的卷积神经网络(CNN)进行了第一项前瞻性研究,比较孕妇和非孕妇在所有身体部位的皮肤镜下MN变化。我们纳入了来自瑞士巴塞尔的25名孕妇和25名非孕妇,她们接受了标准的皮肤癌筛查,其MN bbb20 mm被CNN数字记录和分析。对孕妇进行三次检查:在妊娠早期和晚期以及产后8-12周;未怀孕妇女在17-21周的间隔内进行两次。我们分析了2799 MN。在孕妇中,直径[p
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来源期刊
Acta dermato-venereologica
Acta dermato-venereologica 医学-皮肤病学
CiteScore
4.90
自引率
2.80%
发文量
210
审稿时长
6-12 weeks
期刊介绍: Acta Dermato-Venereologica publishes high-quality manuscripts in English in the field of Dermatology and Venereology, dealing with new observations on basic dermatological and venereological research, as well as clinical investigations. Each volume also features a number of Review articles in special areas, as well as short Letters to the Editor to stimulate debate and to disseminate important clinical observations. Acta Dermato-Venereologica has rapid publication times and is amply illustrated with a large number of colour photographs.
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