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BO-CLAHE Enhancing Neonatal Chest X-Ray Image Quality For: Improved Lesion Classification by humamalkhafaf is a document available to read on EtoBox.

What is BO-CLAHE Enhancing Neonatal Chest X-Ray Image Quality For: Improved Lesion Classification about?

The document presents a novel method called Bayesian Optimization CLAHE (BO-CLAHE) for enhancing the quality of neonatal chest X-ray images, aimed at improving lesion classification in preterm and high-risk infants. By automating the hyperparameter tuning process for Contrast Limited Adaptive Histogram Equalization (CLAHE), BO-CLAHE significantly improves diagnostic accuracy, particularly for conditions like Transient Tachypnea of the Newborn (TTN), while reducing radiation exposure. The study demonstrates

Author

humamalkhafaf

Language

EN