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Medical Image Analysis
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Volume 55, Pages 1-240 (July 2019)
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1. Editorial Board
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2. A kernel-based image denoising method for improving parametric image generation
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Hsuan-Ming Huang, Chieh Lin.
3. A deep network for tissue microstructure estimation using modified LSTM units
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Tác giả
Chuyang Ye, Xiuli Li, Jingnan Chen.
4. Universal atrial coordinates applied to visualisation, registration and construction of patient specific meshes
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Caroline H. Roney, Ali Pashaei, Marianna Meo, Rémi Dubois, ... Edward J. Vigmond.
5. Super-resolution reconstruction of neonatal brain magnetic resonance images via residual structured sparse representation
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Yongqin Zhang, Pew-Thian Yap, Geng Chen, Weili Lin, ... Dinggang Shen.
6. An algorithm for learning shape and appearance models without annotations
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John Ashburner, Mikael Brudfors, Kevin Bronik, Yaël Balbastre.
7. Estimating uncertainty in MRF-based image segmentation: A perfect-MCMC approach
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Suyash P. Awate, Saurabh Garg, Rohit Jena.
8. Unsupervised tumor detection in Dynamic PET/CT imaging of the prostate
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Eldad Rubinstein, Moshe Salhov, Meital Nidam-Leshem, Valerie White, ... Amir Averbuch.
9. Fast and accurate tumor segmentation of histology images using persistent homology and deep convolutional features
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Talha Qaiser, Yee-Wah Tsang, Daiki Taniyama, Naoya Sakamoto, ... Nasir Rajpoot.
10. Automated segmentation of macular edema in OCT using deep neural networks
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Tác giả
Junjie Hu, Yuanyuan Chen, Zhang Yi.
11. Attentive neural cell instance segmentation
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Tác giả
Jingru Yi, Pengxiang Wu, Menglin Jiang, Qiaoying Huang, ... Dimitris N. Metaxas.
12. Pulmonary nodule detection in CT scans with equivariant CNNs
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Tác giả
Marysia Winkels, Taco S. Cohen.
13. Abdominal multi-organ segmentation with organ-attention networks and statistical fusion
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Yan Wang, Yuyin Zhou, Wei Shen, Seyoun Park, ... Alan L. Yuille.
14. Direct automated quantitative measurement of spine by cascade amplifier regression network with manifold regularization
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Shumao Pang, Zhihai Su, Stephanie Leung, Ilanit Ben Nachum, ... Shuo Li.
15. Flow network tracking for spatiotemporal and periodic point matching: Applied to cardiac motion analysis
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Nripesh Parajuli, Allen Lu, Kevinminh Ta, John Stendahl, ... James S. Duncan.
16. Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learning
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Ilkay Oksuz, Bram Ruijsink, Esther Puyol-Antón, James R. Clough, ... Andrew P. King.
17. The deformable most-likely-point paradigm
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Ayushi Sinha, Seth D. Billings, Austin Reiter, Xingtong Liu, ... Russell H. Taylor.
18. Denoising of 3D magnetic resonance images using a residual encoder–decoder Wasserstein generative adversarial network
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Tác giả
Maosong Ran, Jinrong Hu, Yang Chen, Hu Chen, ... Yi Zhang.