Publications by authors named "Purushottam Kumar Pandey"

Article Synopsis
  • Neurodegenerative disorders like Alzheimer's Disease (AD) and Mild Cognitive Impairment (MCI) affect brain function, and advanced MRI techniques are essential for diagnosing these conditions by spotting structural changes.
  • This study harnesses the ADNI and OASIS datasets, using deep learning models to differentiate between AD, Mild Cognitive Impairment, and cognitively normal individuals through various classification tests.
  • The research highlights the effectiveness of deep learning architectures, especially ResNet-101, which achieved high accuracy rates (98.21% on ADNI and 97.45% on OASIS) in classifying AD and MCI, demonstrating the potential of these models for improving clinical diagnostics.
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