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About Final Report
This document summarizes a thesis submitted to fulfill the requirements for a Bachelor of Technology degree in Computer Science and Engineering. The thesis aims to predict mental health conditions like schizophrenia and bipolar disorder in aged individuals using deep learning models on brain MRI images. It proposes using CNN and VGG16 models to classify MRI images and diagnose diseases. The VGG16 model achieved higher accuracy of 99.55% compared to 86.50% for the CNN model. The study highlights the potential of deep learning for early detection of brain diseases from images but is limited by its small sample size.
Detailed Information
| Author: | ['sanjeev dhatterwal'] |
|---|---|
| Publication Year: | 2023 |
| Pages: | 49 |
| Language: | English |
| Format: | |
| Price: | FREE |
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