Malignant melanoma classification using deep learning: datasets, performance measurements, challenges and opportunities

A Naeem, MS Farooq, A Khelifi, A Abid - IEEE access, 2020 - ieeexplore.ieee.org
… The research has indicated that classifiers based on CNN classify skin cancer images …
melanoma classification using CNN. We restrict our study to the binary classification of melanoma. …

The classification of malignant melanoma and its histologic reporting

VJ McGovern, MC Mihm Jr, C Bailly, JC Booth… - Cancer, 1973 - Wiley Online Library
… the rare malignant melanomas occurring in blue nevi, primary cutaneous malignant melanoma
Malignant melanoma, invasive, with adjacent intra-epidermal component of Hutchinson's …

Classification of malignant melanoma and benign skin lesions: implementation of automatic ABCD rule

R Kasmi, K Mokrani - IET Image Processing, 2016 - Wiley Online Library
… To classify lesions as melanoma or benign nevus, the total … , where 80 are malignant
melanomas and 120 benign lesions, … from malignant melanoma. Stolz et al. [4] and Nachbar et al. …

Molecular classification of cutaneous malignant melanoma by gene expression profiling

M Bittner, P Meltzer, Y Chen, Y Jiang, E Seftor… - Nature, 2000 - nature.com
… Here we report the discovery of a subset of melanomas identified by mathematical analysis
… the classification of this subset are differentially regulated in invasive melanomas that form …

Shape analysis for classification of malignant melanoma

E Claridge, PN Hall, M Keefe, JP Allen - Journal of biomedical engineering, 1992 - Elsevier
… Figure 5b illustrates the plot for the malignant melanoma shown in Figure 2b. Its overall …
How do malignant melanomas present and does this correlate with the 7-point checklist? Br …

Malignant melanoma and the central nervous system. A guide for classification based on the clinical findings.

RD Hayward - Journal of Neurology, Neurosurgery & Psychiatry, 1976 - jnnp.bmj.com
… Analysis of the cases of malignant melanoma involving the central nervous system that
have been investigated and treated at this hospital suggests that a simple clinical classification

The classification of malignant melanoma

DE Elder, PM Jucovy, RJ Tuthill… - The American Journal of …, 1980 - journals.lww.com
The classification of disease, an exercise as old as mcdicine itself, has two main purposes. …
operational sense, the classification of a given skin lesion as “malignant melanoma, l. 3 mm …

[HTML][HTML] Evolving concepts in melanoma classification and their relevance to multidisciplinary melanoma patient care

RA Scolyer, GV Long, JF Thompson - Molecular oncology, 2011 - Elsevier
… identify subgroups of melanomas that share … melanoma classification with a classification
based on the somatic mutation status reveals remarkable similarities. For example, melanomas

Primary malignant melanoma of the oral cavity—its histological classification and treatment

M Umeda, K Shimada - British Journal of Oral and Maxillofacial Surgery, 1994 - Elsevier
… of malignant melanoma in the oral cavity, hut its classification and … features of 14 cases of
oral melanoma. In 13 of the 14 … The macroscopic and microscopic findings of 13 melanomas

Classification of cutaneous malignant melanoma: a reassessment of histopathologic criteria for the distinction of different types

W Weyers, M Euler, C Diaz‐Cascajo… - … Journal of the …, 1999 - Wiley Online Library
… the different types of melanoma to certain immunohistochemical and … the criteria for
classification of malignant melanoma by … may serve to define distinct subsets of malignant