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Serra Aksoy

2 papers indexed

crossrefSustainability2025-08-21Cited by 2

Sustainable Design and Lifecycle Prediction of Crusher Blades Through a Digital Replica-Based Predictive Prototyping Framework and Data-Efficient Machine Learning

Hilmi Saygin Sucuoglu, Serra Aksoy, Pinar Demircioglu, Ismail Bogrekci

Sustainable product development demands components that last longer, consume less energy, and can be refurbished within circular supply chains. This study introduces a digital replica-based predictive prototyping workflow for industrial crusher blades that meets these goals. Six…

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crossrefDermatopathology2024-08-15Cited by 34

Enhancing Melanoma Diagnosis with Advanced Deep Learning Models Focusing on Vision Transformer, Swin Transformer, and ConvNeXt

Serra Aksoy, Pinar Demircioglu, Ismail Bogrekci

Skin tumors, especially melanoma, which is highly aggressive and progresses quickly to other sites, are an issue in various parts of the world. Nevertheless, the one and only way to save lives is to detect it at its initial stages. This study explores the application of advanced…

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