Search Results - "Lyakhova, Ulyana Alekseevna"

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    System for the Recognizing of Pigmented Skin Lesions with Fusion and Analysis of Heterogeneous Data Based on a Multimodal Neural Network by Lyakhov, Pavel Alekseevich, Lyakhova, Ulyana Alekseevna, Nagornov, Nikolay Nikolaevich

    Published in Cancers (03-04-2022)
    “…Today, skin cancer is one of the most common malignant neoplasms in the human body. Diagnosis of pigmented lesions is challenging even for experienced…”
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    Journal Article
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    Non-convex optimization with using positive-negative moment estimation and its application for skin cancer recognition with a neural network by Lyakhov, P.A., Lyakhova, U.A., Abdulkadirov, R.I.

    Published in Kompʹûternaâ optika (01-04-2024)
    “…The main problem of using standard optimization methods is the need to change all parameters in same-size steps, regardless of the behavior of the gradient. A…”
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    Journal Article