Application of Machine Learning in Melanoma Detection and the Identification of'Ugly Duckling'and Suspicious Naevi: A Review

FA Zegair, N Naranpanawa, B Betz-Stablein… - arXiv preprint arXiv …, 2023 - arxiv.org
Skin lesions known as naevi exhibit diverse characteristics such as size, shape, and
colouration. The concept of an" Ugly Duckling Naevus" comes into play when monitoring for …

[PDF][PDF] Treatment of melanoma metastasis: Surgical, chemotherapy, and innovation

C Rosen, T Mayes, C Overholt… - Med discoveries, 2023 - meddiscoveries.org
Melanoma is a form of skin cancer with an increased ability to metastasis to organs such as
the brain and other visceral organs, contributing to its aggressiveness and seriousness …

Semi-supervised nests of melanocytes segmentation method using convolutional autoencoders

D Kucharski, P Kleczek, J Jaworek-Korjakowska… - Sensors, 2020 - mdpi.com
In this research, we present a semi-supervised segmentation solution using convolutional
autoencoders to solve the problem of segmentation tasks having a small number of ground …

Multi-class diagnosis of skin lesions using the fourier spectral information of images on additive color model by artificial neural network

JA López-Leyva, E Guerra-Rosas… - IEEE …, 2021 - ieeexplore.ieee.org
This article presents a new methodology to diagnostics ten types of skin lesions based on
the image's Fourier spectral information in an additive color model. All spectral information …

Research on hair removal algorithm of dermatoscopic images based on maximum variance fuzzy clustering and optimization Criminisi algorithm

X Song, S Guo, L Han, L Wang, W Yang… - … Signal Processing and …, 2022 - Elsevier
Hair removal is one of the significant challenges before applying the automatic
segmentation and classification process for skin lesions in a computer-aided diagnosis …

Shave excision versus elliptical excision of nonpigmented intradermal melanocytic nevi: comparative assessment of recurrence and cosmetic outcomes

L Camini, APD Manzoni, MB Weber… - Dermatologic …, 2021 - journals.lww.com
BACKGROUND Nonpigmented intradermal melanocytic nevi (IMN) are benign lesions often
removed for cosmetic reasons. There is no consensus as to the best technique for IMN …

Role of Dermoscopy in Laser Therapy

SZ Arsiwala, N Arsiwala - Indian Dermatology Online Journal, 2023 - journals.lww.com
Lasers have revolutionized the interventional dermatology field over the last two decades.
Dermatologic conditions previously untreatable are now treated with lasers and lights. A …

A comparative study of melanocytic nevi classification with dermoscopy and high‐frequency ultrasound

YK Wang, YJ Gao, J Liu, QL Zhu… - Skin Research and …, 2022 - Wiley Online Library
Background Melanocytic nevi (MN) can be classified into three subtypes according to the
depth of the nests of nevus cells which is important for management. High‐frequency …

Treatments of palpebral congenital melanocytic nevus: a systematic review

CP Camargo, M Saliba, EA Saad, M Milan… - Acta Cirúrgica …, 2023 - SciELO Brasil
Purpose: Palpebral congenital melanocytic nevi (PCMN) is a rare congenital skin lesion
affecting the eyelids that can lead to cosmetic and psychological concerns and potential …

Real-time Intraoperative Dermoscopic Monitoring of Common Acquired Melanocytic Nevi Following Shave Excision

I Muradia, N Khunger, AK Yadav - Journal of cutaneous and …, 2022 - journals.lww.com
MATERIALS AND METHODS After taking proper approval from the ethical committee, a
prospective interventional cohort study was carried out in a tertiary care center for a duration …