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What is STSA Neural Network for Early Brain Tumor Detection about?

This research article presents a novel machine learning approach for the early-stage detection of small brain tumors, specifically Astrocytoma grades I and II, using parameters from Step-Constant Tapered Slot Antennas (STSA). An Artificial Neural Network (ANN) achieved a remarkable 99.95% classification accuracy for tumors as small as 3 mm, outperforming traditional methods and maintaining a low Specific Absorption Rate (SAR) of 0.30 W/Kg. The study emphasizes the significance of impedance parameters in cla

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universitydocuments97

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EN