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Found 4 papers, 2 papers with code
MD-Dose: A Diffusion Model based on the Mamba for Radiotherapy Dose Prediction
To tackle these challenges, we introduce a novel diffusion model, MD-Dose, based on the Mamba architecture for predicting radiation therapy dose distribution in thoracic cancer patients.
Bayesian Random Semantic Data Augmentation for Medical Image Classification
However, these approaches encounter notable limitations: image transformation-based and automated data augmentation techniques cannot implement semantic transformations, leading to a constrained variety of augmented samples, and generative data augmentation methods are computationally expensive.
SP-DiffDose: A Conditional Diffusion Model for Radiation Dose Prediction Based on Multi-Scale Fusion of Anatomical Structures, Guided by SwinTransformer and Projector
To address these limitations, we propose a dose prediction diffusion model based on SwinTransformer and a projector, SP-DiffDose.
Intellectual Property Evaluation Utilizing Machine Learning
Intellectual properties is increasingly important in the economic development.
