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Lung cancer remains one of the leading causes of cancer-related deaths worldwide and often begins with small lung nodules visible on CT scans. Early and accurate classification of these nodules is essential for timely diagnosis a...

Brachytherapy is a standard component in cervical cancer treatment. Venezia applicators allow addition of limited needle positions to tandem and ovoid procedures, but needle selection and insertion depth largely rely on physician...

This study aims to develop a deep learning (DL) model capable of predicting Monte Carlo (MC)-level carbon-ion dose distributions from Pencil Beam Algorithm (PBA) calculations. The objective is to achieve the high accuracy of MC s...