Semi-supervised medical image segmentation via a tripled-uncertainty guided mean teacher model with contrastive learning

Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved?

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Medicine, Computer Science, Radiology +17

A Survey on Multi-Task Learning

Yu Zhang, Qiang Yang · IEEE Transactions on Knowledge and Data Engineering · 2021 · 2.2K citations

Computing, Computer Science, Distributed Systems +16

Evaluation of prostate segmentation algorithms for MRI: The PROMISE12 challenge

Geert Litjens, Róbert Tóth, Wendy van de Ven et al. · Medical Image Analysis · 2013 · 820 citations · Full text

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Multi-task deep learning based CT imaging analysis for COVID-19 pneumonia: Classification and segmentation

Amine Amyar, Romain Modzelewski, Hua Li et al. · Computers in Biology and Medicine · 2020 · 562 citations · Full text

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3D conditional generative adversarial networks for high-quality PET image estimation at low dose

Yan Wang, Biting Yu, Lei Wang et al. · NeuroImage · 2018 · 457 citations · Full text

Medicine, Nuclear Medicine, Radiology +16