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1. 87tana.github.io 87tana.github.io Public

   Here is a summary of my projects, including my master's thesis and recent ML and DL projects.

2. 87tanaind.github.io 87tanaind.github.io Public

   CSS

3. Churn_WebApp Churn_WebApp Public

   Create a web app using streamlit, and deploy using FastAPI

   Python

4. SemanticSegmentation-in-Medical-Imaging SemanticSegmentation-in-Medical-Imaging Public

   In this project, I manipulate the impacts of different components of an encoder-decoder convolutional neural network (CNN) for tumor segmentation in the 2D MRI Brain Tumor Image Dataset.

   Jupyter Notebook 1

5. ImageObjectClassification_NetworkComparison ImageObjectClassification_NetworkComparison Public

   In this study, the MobileNet, ResNet50, VGG16, and Xception deep learning architectures were trained to classify brain MRI images into four various cancer categories , and a healthy "no tumor" class.

   Jupyter Notebook 2

6. Optimized-Spatial-Filter-Selection-in-Brain-Computer-Interfaces Optimized-Spatial-Filter-Selection-in-Brain-Computer-Interfaces Public

   Master Thesis: Research on MI-NF and MI-BCI highlights inter-individual performance variations, utilizing EEG and CSP for spatial filtering.

   MATLAB 1