1. AI-assisted Total Body Dermoscopic Evaluation of Changes in Melanocytic Nevi during Pregnancy: A Prospective, Comparative Study of 2,799 Nevi.
- Author
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Peter JK, Helfenstein F, Cerminara SE, Maul JT, Zehnder ML, Jamiolkowski D, Roider E, Mühleisen B, Hösli I, Navarini AA, and Maul LV
- Subjects
- Humans, Female, Pregnancy, Prospective Studies, Adult, Predictive Value of Tests, Neural Networks, Computer, Switzerland, Postpartum Period, Young Adult, Case-Control Studies, Nevus, Pigmented pathology, Nevus, Pigmented diagnostic imaging, Skin Neoplasms pathology, Dermoscopy, Pregnancy Complications, Neoplastic pathology, Pregnancy Complications, Neoplastic diagnostic imaging
- 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].
- Published
- 2025
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