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DIR-DBTnet: Deep iterative reconstruction network for three-dimensional digital breast tomosynthesis imaging

期刊: MEDICAL PHYSICS, 2021; 48 (5)

Purpose The goal of this study is to develop a three-dimensional (3D) iterative reconstruction framework based on the deep learning (DL) technique to ......

Decoupling convolution network for characterizing the metastatic lymph nodes of breast cancer patients

期刊: MEDICAL PHYSICS, 2021; 48 (7)

Purpose The dual-energy computed tomography (DECT) technique is an emerging imaging tool that can better characterize material features and has the po......

Dose calculation in proton therapy using a discovery cross-domain generative adversarial network (DiscoGAN)

期刊: MEDICAL PHYSICS, 2021; 48 (5)

Purpose Accurate dose calculation is a critical step in proton therapy. A novel machine learning-based approach was proposed to achieve comparable acc......

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