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Enhancing Transparency and Trust in Brain Tumor Diagnosis: An In-Depth Analysis of Deep Learning and Explainable AI Techniques

2025-01-30

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<title>Abstract</title> <p>Brain tumors pose significant health risks due to their high mortality rates and challenges in early diagnosis. Advances in medical imaging, particularly MRI, combined with artificial intelligence (AI), have revolutionized tumor detection, segmentation, and classification. Despite the high accuracy of models such as Convolutional Neural Networks (CNNs) and Vision Transformers (ViTs), th...

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Literature Corpus work: b35e6242-d4fb-5abf-81dc-26b790217a63
DOI: 10.21203/rs.3.rs-5882298/v1

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