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Analytic validation of convolutional neural network-based classification of pigmented skin lesions (PSLs) using unseen PSL hyperspectral data for clinical applications
In this study, we aimed not only to analyze model performance of the convolutional neural network (CNN)-based pigmented skin lesion (PSL) classification, but also analyze the analytic validation of the CNN-bas...
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Open AccessMAX: a simple, affordable, and rapid tissue clearing reagent for 3D imaging of wide variety of biological specimens
Transparency of biological specimens is crucial to obtaining detailed 3-dimensional images and understanding the structure and function of biological specimens. This transparency or tissue clearing can be achi...
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Open AccessWhole structural reconstruction and quantification of epidermal innervation through the suction blister method and skin-clearing technique
Three-dimensional (3-D) analysis of intraepidermal nerve fibers (IENFs) is conducted to advance assessment methods for peripheral neuropathies and pruritic skin disorders. The skin-clearing technique was prove...
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Liquid crystal alignment on ion-beam irradiated homogeneous hafnium strontium oxide films deposited by sol–gel process
We investigated homogeneous liquid crystal alignment on hafnium strontium oxide films deposited by a solution process, where the liquid crystal alignment was induced by ion-beam irradiation. Uniform liquid cry...
