Reproducing and Improving CheXNet: Deep Learning for Chest X-ray Disease Classification
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Feb 24, 2026 - Jupyter Notebook
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macro-f1
Here are 6 public repositories matching this topic...
ECCV 2022 Workshop: AI-enabled Medical Image Analysis – Digital Pathology & Radiology/COVID19 : An easy-to-understand and lightweight Transfer Learning-based solutions for COVID-19 diagnosis
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Jul 22, 2024 - Python
ICCV 2021 Workshop: MIA-COV19D : A lightweight automated solution for COVID-19 diagnosis using image processing techniques and Convolutional Neural Networks
deep-learning image-classification lightweight-framework cnn-model medical-image-processing covid19-data macro-f1
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Jul 22, 2024 - Python
ICASSP 2023: AI-enabled Medical Image Analysis Workshop and Covid-19 Diagnosis Competition (AI-MIA-COV19D): An accurate automated solution for COVID-19 diagnosis using UNet segmentation, lung extraction, and classification framework
cnn medical-imaging classification convolutional-neural-networks unet segmentaion k-means-clustering covid-19 region-based-segmentation macro-f1
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Jul 22, 2024 - Python
Machine learning project for classifying cybersecurity incidents (TP, BP, FP) using the GUIDE dataset. Includes data preprocessing, feature engineering, model benchmarking, and evaluation with macro-F1, precision, and recall. Supports SOC automation, threat detection, and enterprise security management.
python data-science machine-learning random-forest incident-response cybersecurity neural-networks xgboost classification lightgbm feature-engineering soc imbalanced-data model-evaluation capstone-project threat-detection precision-recall enterprise-security macro-f1 mitre-attck
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Feb 17, 2026 - Jupyter Notebook
A robust news article classification system combines a two-stage linear analysis of SEO-driven editorial style features with an independent embedding-based semantic analysis using transformer ensemble methods, under noisy, real-world data conditions.
data-science machine-learning natural-language-processing deep-learning text-classification transformers ensemble-learning news-classification macro-f1 robust-modeling editorial-bias two-stage-classification
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Mar 18, 2026 - Jupyter Notebook
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