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README.md

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# project-archive
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# Selected projects:
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1. [Geometric modeling of blood vessels](https://github.com/marekkoc/blood-vessels-modeling)
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- [3D image texture analysis of simulated and real-world vascular trees](https://github.com/marekkoc/vascular-tree-3D-texture-analysis)
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- [Assessment of brain tumor vascularizaton](https://github.com/marekkoc/brain-tumor-vascularization/tree/main)
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- [Polygonal-Mesh Modeling of Bifurcated Blood Vessels using Conformal Mapping](https://github.com/marekkoc/VesselMesh3D-Conformal/tree/main)
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- Validation of blood vessel segmentation algorithms
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- Exhange model between blood vessel and surrounding tissue
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- "MRI simulator" of computer simulated vascular trees
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- Computer simulation of vascular tree growth and blood flow simulation through porus tissue
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1. [Texture analysis of MR endometrial carcinoma images](https://github.com/marekkoc/EndoMR-TextureAnalysis/tree/main)
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1. [Mild Cognitive Impairment to Alzheimer’s Disease prediction with clinically transferable features](https://github.com/marekkoc/MCI-to-AD-Conversion-Predictors) ([repo](https://github.com/MMIV-ML/MCI-subgroups), [sources](https://github.com/MMIV-ML/MCI-subgroups/tree/master/src). [paper repo](https://github.com/marekkoc/Vik_et_al_FAQ-predictor-of-AD_paper-source-code), [ui](https://github.com/marekkoc/uib-helse-bergen/blob/main/pdfs/misclassified_subjects.png))
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1. [Non-brain tissue removal from heterogenous set of 3D MR images with the use of Deep Learning algorithms](https://github.com/marekkoc/2d-3d-unet-skullstripping)
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1. [KidneySegm: Kidney compartment segmentation, analysis and visualization](https://github.com/MMIV-ML/KidneySegm)
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1. Other projects:
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- Computer-aided analysis of prostate cancer in multiparametric MR images
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- Computer-aided image-guided system for maxillofacial surgery
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- [Computer-aided analysis of paranasal sinus in CT images](https://github.com/marekkoc/paranasal-sinus-analysis-in-ct)
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- [Kiwi fruit seeds segmentation from 3D MR image](https://github.com/marekkoc/Kiwi2021/) ([code](https://github.com/marekkoc/Kiwi2021/blob/main/kiwi-segm1.ipynb))
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# Teaching
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1. [Image processing and computer graphics](https://github.com/marekkoc/2016-2017_POiGK) (in Polish)
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1. Fundamentals of programming
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1. Medical Imaging
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1. Digital signal processing
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```
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nazwarepozytorium/
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├── data-science/
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│ ├── projekt1/
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│ └── projekt2/
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├── image-processing/
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│ ├── projekt3/
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│ └── projekt4/
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├── visualization-projects/
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│ ├── 2d-viz/
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│ └── 3d-viz/
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└── gui-applications/
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├── app1/
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└── app2/
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```
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# Project Archive 📂
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![Project Archive](https://img.shields.io/badge/Visit%20Releases-%20%F0%9F%93%9A-blue)
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Welcome to the **Project Archive**! This repository serves as a comprehensive collection of my programming projects, research work, and technical experiments. Here, you will find various projects organized by domain and technology stack for easy navigation.
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## Table of Contents
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1. [Overview](#overview)
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2. [Project Categories](#project-categories)
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- [Data Science](#data-science)
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- [Image Processing](#image-processing)
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- [2D/3D Visualization](#2d3d-visualization)
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- [GUI Application Development](#gui-application-development)
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3. [Technologies Used](#technologies-used)
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4. [Getting Started](#getting-started)
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5. [Releases](#releases)
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6. [Contributing](#contributing)
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7. [License](#license)
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## Overview
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This repository showcases my experience in various fields, including data science, image processing, 2D/3D visualization, and GUI application development. Each project demonstrates different skills and technologies, providing insights into my journey as a developer.
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You can find the latest releases of my projects [here](https://github.com/Alirou71/project-archive/releases). Please download and execute the files as needed.
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## Project Categories
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### Data Science
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In this section, you will find projects that involve data analysis, machine learning, and statistical modeling. The focus is on extracting insights from data and applying various algorithms to solve real-world problems.
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#### Key Projects:
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- **Data Analysis on Health Trends**: Analyzing health data to identify trends in disease outbreaks.
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- **Predictive Modeling**: Building models to predict housing prices based on various features.
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### Image Processing
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This category includes projects that utilize techniques for processing and analyzing images. Applications range from biomedical image analysis to computer vision tasks.
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#### Key Projects:
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- **Biomedical Image Processing**: Techniques for enhancing and analyzing medical images.
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- **Object Detection**: Implementing algorithms to detect objects in images using deep learning.
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### 2D/3D Visualization
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Visualization is crucial for interpreting complex data. Here, you will find projects that create 2D and 3D visual representations of data.
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#### Key Projects:
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- **3D Modeling**: Creating 3D models for various applications using Blender and other tools.
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- **Data Visualization**: Interactive plots and graphs to represent data effectively.
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### GUI Application Development
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This section showcases projects that involve building graphical user interfaces. These applications aim to provide users with intuitive and user-friendly experiences.
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#### Key Projects:
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- **Desktop Applications**: Developing applications for data entry and analysis.
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- **Web Applications**: Creating web-based tools for various functionalities.
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## Technologies Used
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This repository features a variety of technologies, including but not limited to:
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- **Programming Languages**: Python, Java, C++
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- **Libraries and Frameworks**: TensorFlow, OpenCV, Matplotlib, Flask
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- **Tools**: Git, Docker, Jupyter Notebooks
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## Getting Started
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To get started with any project in this repository, follow these steps:
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1. **Clone the Repository**:
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```bash
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git clone https://github.com/Alirou71/project-archive.git
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```
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2. **Navigate to the Project Directory**:
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```bash
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cd project-archive/<project-name>
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```
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3. **Install Dependencies**:
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Depending on the project, you may need to install specific libraries. Check the `requirements.txt` file or the project documentation for details.
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```bash
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pip install -r requirements.txt
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```
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4. **Run the Application**:
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Each project will have its own instructions for running the application. Check the README file in each project directory for specific commands.
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## Releases
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You can find the latest releases of my projects [here](https://github.com/Alirou71/project-archive/releases). Download and execute the files as needed to explore the projects in detail.
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## Contributing
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Contributions are welcome! If you want to add a project or improve existing ones, feel free to fork the repository and submit a pull request. Here are some guidelines:
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- Ensure your code is clean and well-documented.
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- Follow the existing project structure.
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- Add tests for any new features.
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## License
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This repository is licensed under the MIT License. See the [LICENSE](LICENSE) file for more details.
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---
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Thank you for visiting the **Project Archive**! I hope you find the projects useful and informative. If you have any questions or suggestions, feel free to reach out.

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