Melanoma skin cancer detection using mask-RCNN with modified GRU model

Melanoma skin cancer detection using mask-RCNN with modified GRU model

Introduction: Melanoma Skin Cancer (MSC) is a type of cancer in the human body; therefore, early disease diagnosis is essential for reducing the mortality rate. However, dermoscopic image analysis poses challenges due to factors such as color illumination, light reflections, and the varying sizes an...

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Bibliographic Details
Main Authors: K. M. Monica, J. Shreeharsha, Przemysław Falkowski-Gilski, Bozena Falkowska-Gilska, Mohan Awasthy, Rekha Phadke
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-01-01
Series:Frontiers in Physiology
Subjects:
faster region based convolutional neural network
gated recurrent unit
melanoma skin cancer detection
normalization
pre-trained models
Online Access:https://www.frontiersin.org/articles/10.3389/fphys.2023.1324042/full

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