Publications

Scientific publications, articles, and dissertation materials reflecting the research and clinical foundation of the Melanoscope AI project.

Searching for Robust Augmentations to Improve Out-of-Domain Generalization in Dermoscopic Skin Cancer Classification

Kozachok A., Latyshev I., Karpulevich E., Kozachok E., Ushakov E., Samovarov O.
arXiv:2607.26765
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Cascade Classification of Dermoscopic Images of Skin Neoplasms with Controllable Sensitivity and External Clinical Validation

Kozachok E.S., Seregin S.S., Kozachok A.V., Latyshev I.P., Samovarov O.I.
arXiv:2606.13135
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Clinical Validation of the Melanoscope AI Mobile Dermoscopy Clinical Decision Support System

Kozachok E.S., Seregin S.S.
arXiv:2605.27561
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Methodology for Creating a Clinically Verified Dermoscopic Image Dataset

Kozachok E.S.
arXiv:2605.25168
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Intelligent physician decision support system for diagnosis of skin neoplasms based on mobile dermoscopy

Kozachok E.S.
Dissertation for the degree of Candidate of Medical Sciences in specialty 3.3.9. Medical Informatics
Abstract Dissertation

Screening examination method for early differential diagnosis of skin neoplasms using mobile dermatoscopy

Kozachok E.S., Seregin S.S., Kozachok A.V., Eleckij K.V., Samovarov O.I.
Medical doctor and information technology
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Intelligent decision support system for physicians in the diagnosis of skin tumors based on the analysis of dermoscopic images

Kozachok E.S., Seregin S.S., Kozachok A.V., Eleckij K.V., Samovarov O.I.
News of the Southwestern State University. Series: Management, computer technology, computer science. Medical instrumentation
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A set of dermoscopic images with high-quality marking of clinically significant features for the diagnosis of melanocytic neoplasms

Kozachok E.S.
News of the Southwestern State University. Series: Management, computer technology, computer science. Medical instrumentation
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Intelligent physician decision support system for diagnosis of skin neoplasms based on mobile dermoscopy

Kozachok E.S., Seregin S.S.
Russian Journal of Telemedicine and E-Health 2025;11(3):38-44;
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A Platform for Collecting Dermatoscopic Images of Patients’ Neoplasms

Kozachok A.V., Spirin A.A., Eletsky K.V., Kozachok E.S.
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Application of Machine Learning Models for Multiclass Classification of Dermatoscopic Images of Skin Neoplasms

Kozachok A.V., Spirin A.A., Samovarov O.I., Kozachok E.S.
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Review of methods for early melanoma computer vision detection

Kozachok A.V., Spirin A.A., Kozachok E.S.
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