2024
DOI: 10.3390/bioengineering11080810
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Enhancing Dermatological Diagnostics with EfficientNet: A Deep Learning Approach

Ionela Manole,
Alexandra-Irina Butacu,
Raluca Nicoleta Bejan
et al.

Abstract: Background: Despite recent advancements, medical technology has not yet reached its peak. Precision medicine is growing rapidly, thanks to machine learning breakthroughs powered by increased computational capabilities. This article explores a deep learning application for computer-aided diagnosis in dermatology. Methods: Using a custom model based on EfficientNetB3 and deep learning, we propose an approach for skin lesion classification that offers superior results with smaller, cheaper, and faster inference t… Show more

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