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人工智能辅助评估孕期黑素细胞痣变化的全身皮肤镜检查:一项对2799个痣的前瞻性比较研究

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

作者信息

Peter Jelissa K, Helfenstein Fabrice, Cerminara Sara E, Maul Julia-Tatjana, Zehnder Mara L, Jamiolkowski Dagmar, Roider Elisabeth, Mühleisen Beda, Hösli Irene, Navarini Alexander A, Maul Lara V

机构信息

Department of Dermatology, University Hospital of Basel, Basel, Switzerland.

Clinical Trials Unit, University of Bern, Bern, Switzerland.

出版信息

Acta Derm Venereol. 2025 Jan 3;105:adv41025. doi: 10.2340/actadv.v105.41025.

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].

摘要

除了躯干上的黑素细胞痣(MN)大小增加外,妊娠相关的变化仍是一个有争议的话题。我们进行了第一项前瞻性研究,使用市场认可的卷积神经网络(CNN),比较孕妇和非孕妇身体各部位MN的皮肤镜变化。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>2mm的部位进行了数字记录,并由CNN进行分析。孕妇接受了三次检查:孕早期、孕晚期和产后8 - 12周;非孕妇在17 - 21周的间隔内接受了两次检查。我们分析了2799个MN。在孕妇中,从孕早期到产后,直径[p<0.001]、面积[p<0.001]、颜色数量[p = 0.009]、形状不对称性[p = 0.005]和边界清晰度[p = 0.006](反比数值)增加,而椭圆度[p<0.001]降低。变化主要发生在孕晚期到产后。与非孕妇(仅孕早期到孕晚期)相比,孕妇上肢的MN面积[p = 0.011]和直径[p = 0.025]增加,椭圆度[p = 0.037]降低。下肢的MN面积[p = 0.044]增加,背部的MN颜色不对称性[p = 0.022]增加。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ec09/11697141/4066476af4ef/ActaDV-105-41025-g001.jpg

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