I am currently pursuing a Master's Degree in Big Data and Artificial Intelligence at IPSSI in Paris, France, with an expected graduation date in January 2024. As part of my academic journey, I have undertaken this comprehensive research project to showcase my expertise in the application of Artificial Intelligence (AI) to healthcare. π
Welcome to the MedAI-MultiDataset-Study repository, reflecting my dedication to the field of AI in healthcare. This repository serves as a valuable resource for the thesis jury, potential recruiters, and anyone interested in exploring my research work. π₯π¬
This repository encapsulates a series of in-depth case studies on applying machine learning and AI techniques to various medical datasets. Each case study represents a unique healthcare challenge and demonstrates my proficiency in:
- Data preprocessing and curation. π§Ήπ
- Selection and application of appropriate machine learning algorithms. π§ π€
- Creative feature engineering tailored to specific medical applications. π§¬π
- Rigorous performance evaluation and analysis. ππ
Here's an overview of the repository structure:
notebooks/
πnotebook1/
πREADME.md
notebook-name.ipynb
notebook2/
πREADME.md
notebook-name.ipynb
- ...
.gitignore
π«.vscode/
πLICENSE
πREADME.md
πassets/
πimages/
π·
This repository closely integrates with my master's thesis work, where I delve into the results and insights gained from these case studies. The code, methodologies, and findings presented here significantly contribute to my thesis's body of work. π―
The thesis jury, potential recruiters, and all interested parties are encouraged to explore the datasets, Jupyter notebooks, and README files in this repository. The code and analyses contained within provide a detailed perspective on my ability to:
- Solve complex medical challenges using AI and machine learning. ππ‘
- Demonstrate the effectiveness of AI models through rigorous evaluation. ππ
- Extract meaningful insights from healthcare data. ππ‘
- Apply ethical considerations in healthcare AI research. ππ€
This project is licensed under the MIT License.
For inquiries or further discussion about my work, please feel free to contact me via email: Assane DIALLO. π¬
This repository stands as a testament to my dedication and expertise in the field of AI in healthcare. I look forward to sharing my contributions and insights with you. ππ¬