Detection of large vessel occlusions using a deep learning (DL) algorithm for the anterior circulation has shown promising results. However, the role of DL algorithms in detecting posterior ...
Aptamers are oligonucleotides that may attach to amino acids, polypeptide, tiny compounds, allergens and living cell membrane. Therapeutics, bio sensing and diagnostics are all sectors where the ...
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📊 Understanding Regression Algorithms is one of the most important skills in Data Science. Many beginners learn Python or Machine Learning libraries… But the real challenge is knowing which ...
By automating the mundane feature extraction and using PCA to handle the "curse of dimensionality," I was able to focus on the high-level orchestration: >The Tech: XGBoost, Random Forest, and ...
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This project builds a fraud detection system using Gradient Boosting and XGBoost on 200,000+ real credit card transactions. The core challenge is extreme class imbalance — only 0.25% of transactions ...
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