Melanoma diagnosis using deep learning techniques on dermatoscopic images

MF Jojoa Acosta, LY Caballero Tovar… - … Medical Imaging, 2021 - Springer
melanomas would not be detected using visual inspection. In our proposed model, the conclusive
analysis of dermatoscopic images … high resolution dermatoscopic images grouped into …

Comparison of segmentation methods for melanoma diagnosis in dermoscopy images

M Silveira, JC Nascimento, JS Marques… - IEEE journal of …, 2009 - ieeexplore.ieee.org
Dermoscopic images have great potential in the early diagnosis of malignant melanoma, but
… interest in the development of computer-aided diagnosis systems that can assist the clinical …

Early melanoma diagnosis with sequential dermoscopic images

Z Yu, J Nguyen, TD Nguyen, J Kelly… - … on Medical Imaging, 2021 - ieeexplore.ieee.org
… for early melanoma diagnosis are developed using single timepoint images of lesions. …
for automated early melanoma diagnosis using sequential dermoscopic images. To this end…

An overview of melanoma detection in dermoscopy images using image processing and machine learning

NK Mishra, ME Celebi - arXiv preprint arXiv:1601.07843, 2016 - arxiv.org
… in clinical diagnostic ability to the point that melanoma can … collections of dermoscopy images
of melanomas and benign … in the areas of image processing and machine learning have …

MED-NODE: A computer-assisted melanoma diagnosis system using non-dermoscopic images

I Giotis, N Molders, S Land, M Biehl… - Expert systems with …, 2015 - Elsevier
dermoscopic images. Lately, a new trend in the computer-assisted diagnosis of early
melanoma … These applications do not use dermoscopic images as input but rather images taken …

A systematic review of automated melanoma detection in dermatoscopic images and its ground truth data

ARA Ali, TM Deserno - Medical Imaging 2012: Image …, 2012 - spiedigitallibrary.org
… This might be due to the lack of dermatoscopic image resources (ground truth) … diagnostic
performance. In future work, we aim at testing this hypothesis by joining dermatoscopic images

The performance of SolarScan: an automated dermoscopy image analysis instrument for the diagnosis of primary melanoma

SW Menzies, L Bischof, H Talbot… - Archives of …, 2005 - jamanetwork.com
… vs benign lesion and estimated probability of melanoma) was developed and its … and
dermoscopy images with a detailed patient history for 78 lesions (13 of which were melanomas) …

Dermoscopy, with and without visual inspection, for diagnosing melanoma in adults

J Dinnes, JJ Deeks, N Chuchu… - Cochrane Database …, 2018 - cochranelibrary.com
… whether diagnostic accuracy using dermoscopy on a patient … to the accuracy of diagnosis
using dermoscopic images of the … melanoma would have an incorrect diagnosis of melanoma). …

Accuracy of dermoscopic criteria for the diagnosis of melanoma in situ

A Lallas, C Longo, M Manfredini, E Benati… - JAMA …, 2018 - jamanetwork.com
… advances in diagnostics achieved by dermoscopy and newer imaging techniques, … melanoma
criteria to diagnose MIS compared with benign lesions included in its differential diagnosis

Association between surgical skin markings in dermoscopic images and diagnostic performance of a deep learning convolutional neural network for melanoma …

JK Winkler, C Fink, F Toberer, A Enk… - JAMA …, 2019 - jamanetwork.com
… Symposium on Biomedical Imaging challenge: Comparison of the accuracy of computer
algorithms to dermatologists for the diagnosis of melanoma from dermoscopic images. …