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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Miracle Ugomma Anunobi

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3 papers indexed here

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Open access Sep 2026

Hybrid EfficientNet-U-Net Architecture for Automated Pneumothorax Localization and Diagnosis from Chest Radiographs

Pneumothorax is a critical thoracic condition characterized by air accumulation in the pleural cavity, which can be life-threatening if not promptly diagnosed and treated. However, conventional chest radiograph diagnosis heavily relies on radiologists' experience, leading to diagnostic variability and potential dela...

Miracle Ugomma Anunobi · 0 citations
Open access Sep 2026

Resource-Efficient Attention-Aware Deep Learning for Pneumothorax Detection in Chest X-Ray Imaging

This study develops a lightweight Convolutional Neural Network model for pneumothorax detection in chest X-rays, targeting resource-limited healthcare environments, and bridges the gap between deep learning and practical medical applications, particularly in underserved regions.

Miracle Ugomma Anunobi · 0 citations
#explainable ai Open access Sep 2026

Loss-Aware Residual Learning for Imbalanced Multi-Class Diabetic Retinopathy Diagnosis

Diabetic Retinopathy (DR) is a severe complication of diabetes that can lead to vision impairment or blindness, making early detection crucial. Traditional deep learning models often struggle with class imbalance in medical datasets, leading to poor performance for minority classes. This study proposes a novel deep...

Miracle Ugomma Anunobi · 0 citations

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