Review of methods for early melanoma computer vision detection

نویسندگان

چکیده

Melanoma is one of the most aggressive forms cancer, which can be treated only with early detection disease. The article discusses existing algorithms and methods visual diagnosis melanoma. systems automatic dermatoscopic images used by them are also considered. considers limitations hindering development systems: lack relevant domestic data sets that allow training artificial intelligence models, insufficient level patient metadata accounting, low coverage population for presence melanoma during routine examinations. A variant building a decision support system general practitioners in analysis skin proposed.

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ژورنال

عنوان ژورنال: Trudy Instituta sistemnogo programmirovaniâ

سال: 2022

ISSN: ['2079-8156', '2220-6426']

DOI: https://doi.org/10.15514/ispras-2022-34(4)-17