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PADS-Net: GAN-based radiomics using multi-task network of denoising and segmentation for ultrasonic diagnosis of Parkinson disease

Yiwen Shen, Li Chen, Jieyi Liu, Haobo Chen, Changyan Wang, Hong Ding, Qi Zhang

2025Computerized Medical Imaging and Graphics11 citationsDOI

Topics & Concepts

Artificial intelligenceComputer scienceSegmentationSørensen–Dice coefficientNoise reductionPattern recognition (psychology)Deep learningImage segmentationComputer visionSpeckle noiseNoise (video)3D ultrasoundUltrasoundImage (mathematics)MedicineRadiologyCancer-related molecular mechanisms researchVoice and Speech DisordersGenerative Adversarial Networks and Image Synthesis
PADS-Net: GAN-based radiomics using multi-task network of denoising and segmentation for ultrasonic diagnosis of Parkinson disease | Litcius