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CHASHNIt: Enhancing Skin Disease Classificationleveraging GAN-Augmented Hybrid Model withComparative XAI Interpretation Heatmap Using LIMEand SHAP Algorithms

2025-05-23

Abstract excerpt

<title>Abstract</title> <p>Correct categorization of skin diseases is vital for prompt diagnosis. However, obstacles such as imbalance of data andinterpretability of deep learning models limit their use in medical settings. To overcome these setbacks, Combined Hybrid Architecture for Scalable High-performance in Neural Iterations or CHASHNIt is proposed, which is an integration of EfficientNetB7,DenseNet201, and...

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Literature Corpus work: a1f57324-5637-506a-b5ec-64e03fc44ed3
DOI: 10.21203/rs.3.rs-6460989/v1

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