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MehradAria/README.md

Mehrad Aria

Mehrad Aria

👤 About Me

Welcome to my GitHub! I am Mehrad Aria, a passionate Health AI researcher, and creative engineer specializing in the intersection of artificial intelligence and health informatics. My work focuses on designing and deploying state-of-the-art deep learning algorithms to tackle complex data science challenges and predictive modeling in healthcare. I am particularly interested in applying advanced machine learning techniques, such as deep generative models and vision transformers, to medical data analytics and automated diagnosis. With a strong background in computer science, I am dedicated to translating theoretical concepts into practical solutions that drive innovation across industries. Here, you'll find projects that reflect my commitment to advancing personalized medicine and enhancing human-AI collaboration.

💻 Technical Proficiency

Data Science & Machine Learning 

TensorFlow Icon   Keras Icon   scikit-learn Icon   Pandas Icon   Numpy Icon   Matplotlib & Seaborn Icon   Machine Learning Icon   Computer Vision Icon Neural Networks Icon Data Preparation Icon Generative AI Icon

Languages & Frameworks

Python Icon    Python Icon SQL Icon   HTML Icon   CSS Icon  

🌐 My Online Presence

Stay updated on my news, research, and projects through the following platforms:

🚀 GitHub Activity

Mehrad's Top Languages

Popular repositories Loading

  1. QDL-CMFD QDL-CMFD Public

    QDL-CMFD: a Quality-independent and Deep Learning-based Copy-Move image Forgery Detection method.

    Python 13 4

  2. ALL-Subtype-Classification ALL-Subtype-Classification Public

    A Fast and Efficient CNN Model for B-ALL Diagnosis and its Subtypes Classification using Peripheral Blood Smear Images

    Jupyter Notebook 10 5

  3. FFR-Estimation FFR-Estimation Public

    Non-Invasive Fractional Flow Reserve Estimation using Deep Learning on Intermediate Left Anterior Descending Coronary Artery Lesion Angiography Images

    Jupyter Notebook 6

  4. COVID-19-CAD COVID-19-CAD Public

    Deep CNN-Based CAD System for COVID-19 Detection Using Multiple Lung CT Scans.

    Jupyter Notebook 2 11

  5. ADA-COVID ADA-COVID Public

    ADA-COVID: Adversarial Domain Adaptation-based Diagnosis of COVID-19 from CT Scan Images using Triplet Embeddings

    Python 2 1

  6. Breast-Cancer-Survival-Prediction Breast-Cancer-Survival-Prediction Public

    Time-related survival prediction in molecular subtypes of breast cancer using time-to-event deep-learning-based models.

    Jupyter Notebook 1