Geodesic
Algorithm for analyzing the characteristics of the pigment network in the diagnosis of melanoma
Matematičeskoe modelirovanie, Tome 33 (2021) no. 2, pp. 67-81

Voir la notice de l'article provenant de la source Math-Net.Ru

The paper offers an algorithm for analyzing the characteristics of the pigment network of skin neoplasms. The algorithm is based on the study of the coefficient of variation of average lengths of the segments of pigment network in local areas of tumors from the average value of the lengths of the line segments pigment network throughout the area of the tumor. The algorithm allows you to distinguish a typical pigment network from an atypical one. An atypical pigment network is an essential feature in determining early-stage melanoma. The algorithm can be used in automated systems for supporting medical decision — making in the diagnosis of skin neoplasms.
Keywords: digital image processing, skeletonization, atypical pigment network, dermatoscopy, diagnosis of melanoma.
Mots-clés : segmentation 
@article{MM_2021_33_2_a4,
     author = {V. G. Nikitaev and O. B. Tamrazova and A. N. Pronichev and V. Yu. Sergeev and E. A. Druzhinina},
     title = {Algorithm for analyzing the characteristics of the pigment network in the diagnosis of melanoma},
     journal = {Matemati\v{c}eskoe modelirovanie},
     pages = {67--81},
     publisher = {mathdoc},
     volume = {33},
     number = {2},
     year = {2021},
     language = {ru},
     url = {http://geodesic.mathdoc.fr/item/MM_2021_33_2_a4/}
}
TY  - JOUR
AU  - V. G. Nikitaev
AU  - O. B. Tamrazova
AU  - A. N. Pronichev
AU  - V. Yu. Sergeev
AU  - E. A. Druzhinina
TI  - Algorithm for analyzing the characteristics of the pigment network in the diagnosis of melanoma
JO  - Matematičeskoe modelirovanie
PY  - 2021
SP  - 67
EP  - 81
VL  - 33
IS  - 2
PB  - mathdoc
UR  - http://geodesic.mathdoc.fr/item/MM_2021_33_2_a4/
LA  - ru
ID  - MM_2021_33_2_a4
ER  - 
%0 Journal Article
%A V. G. Nikitaev
%A O. B. Tamrazova
%A A. N. Pronichev
%A V. Yu. Sergeev
%A E. A. Druzhinina
%T Algorithm for analyzing the characteristics of the pigment network in the diagnosis of melanoma
%J Matematičeskoe modelirovanie
%D 2021
%P 67-81
%V 33
%N 2
%I mathdoc
%U http://geodesic.mathdoc.fr/item/MM_2021_33_2_a4/
%G ru
%F MM_2021_33_2_a4
V. G. Nikitaev; O. B. Tamrazova; A. N. Pronichev; V. Yu. Sergeev; E. A. Druzhinina. Algorithm for analyzing the characteristics of the pigment network in the diagnosis of melanoma. Matematičeskoe modelirovanie, Tome 33 (2021) no. 2, pp. 67-81. http://geodesic.mathdoc.fr/item/MM_2021_33_2_a4/