Abstract: In digital imaging for medical diagnostics, especially chest X-rays, raster images like JPEG, PNG, and TIFF are frequently utilized. For effective preprocessing, annotation, and machine ...

Data Normalization vs. Standardization is one of the most foundational yet often misunderstood topics in machine learning and ...

Abstract: The combination of Federated Learning (FL) and Convolutional Neural Networks (CNNs) has surfaced as a groundbreaking method for distributed image processing, tackling significant issues in ...