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Medical Image Analysis
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Volume 58, December 2019
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1. Editorial Board
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Tác giả
2. Discovering common change-point patterns in functional connectivity across subjects
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Tác giả
Mengyu Dai, Zhengwu Zhang, Anuj Srivastava.
3. Disentangled representation learning in cardiac image analysis
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Tác giả
Agisilaos Chartsias, Thomas Joyce, Giorgos Papanastasiou, Scott Semple, ... Sotirios A. Tsaftaris.
4. Pre and post-hoc diagnosis and interpretation of malignancy from breast DCE-MRI
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Tác giả
Gabriel Maicas, Andrew P. Bradley, Jacinto C. Nascimento, Ian Reid, Gustavo Carneiro.
5. Hover-Net: Simultaneous segmentation and classification of nuclei in multi-tissue histology images
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Tác giả
Simon Graham, Quoc Dang Vu, Shan E Ahmed Raza, Ayesha Azam, ... Nasir Rajpoot.
6. How many models/atlases are needed as priors for capturing anatomic population variations?
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Tác giả
Ze Jin, Jayaram K. Udupa, Drew A. Torigian.
7. PV-LVNet: Direct left ventricle multitype indices estimation from 2D echocardiograms of paired apical views with deep neural networks
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Tác giả
Rongjun Ge, Guanyu Yang, Yang Chen, Limin Luo, ... Shuo Li.
8. Automatic segmentation of prostate MRI using convolutional neural networks: Investigating the impact of network architecture on the accuracy of volume measurement and MRI-ultrasound registration
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Tác giả
Nooshin Ghavami, Yipeng Hu, Eli Gibson, Ester Bonmati, ... Dean C. Barratt.
9. Deep vessel segmentation by learning graphical connectivity
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Tác giả
Seung Yeon Shin, Soochahn Lee, Il Dong Yun, Kyoung Mu Lee.
10. Multi-task learning for quality assessment of fetal head ultrasound images
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Tác giả
Zehui Lin, Shengli Li, Dong Ni, Yimei Liao, ... Baiying Lei.
11. Metal artifact reduction for the segmentation of the intra cochlear anatomy in CT images of the ear with 3D-conditional GANs
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Tác giả
Jianing Wang, Jack H. Noble, Benoit M. Dawant.
12. Automated detection and classification of thyroid nodules in ultrasound images using clinical-knowledge-guided convolutional neural networks
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Tác giả
Tianjiao Liu, Qianqian Guo, Chunfeng Lian, Xuhua Ren, ... Dinggang Shen.
13. Generative adversarial network in medical imaging: A review
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Tác giả
Xin Yi, Ekta Walia, Paul Babyn.
13. Automatic spondylolisthesis grading from MRIs across modalities using faster adversarial recognition network
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Tác giả
Shen Zhao, Xi Wu, Bo Chen, Shuo Li.
14. RMDL: Recalibrated multi-instance deep learning for whole slide gastric image classification
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Tác giả
Shujun Wang, Yaxi Zhu, Lequan Yu, Hao Chen, ... Pheng-Ann Heng.
15. Accurate automated Cobb angles estimation using multi-view extrapolation net
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Tác giả
Liansheng Wang, Qiuhao Xu, Stephanie Leung, Jonathan Chung, ... Shuo Li.
16. Quantifying the effects of data augmentation and stain color normalization in convolutional neural networks for computational pathology
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Tác giả
David Tellez, Geert Litjens, Péter Bándi, Wouter Bulten, ... Jeroen van der Laak.
17. Learning to detect lymphocytes in immunohistochemistry with deep learning
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Tác giả
Zaneta Swiderska-Chadaj, Hans Pinckaers, Mart van Rijthoven, Maschenka Balkenhol, ... Francesco Ciompi.
18. Evaluation of algorithms for Multi-Modality Whole Heart Segmentation: An open-access grand challenge
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Tác giả
Xiahai Zhuang, Lei Li, Christian Payer, Darko Štern, ... Guang Yang.
19. Surface-constrained volumetric registration for the early developing brain
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Tác giả
Sahar Ahmad, Zhengwang Wu, Gang Li, Li Wang, ... Dinggang Shen.
20. Automated age estimation from MRI volumes of the hand
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Tác giả
Darko Štern, Christian Payer, Martin Urschler.
21. Self-supervised learning for medical image analysis using image context restoration
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Tác giả
Liang Chen, Paul Bentley, Kensaku Mori, Kazunari Misawa, ... Daniel Rueckert.
22. Globally optimal segmentation of cell nuclei in fluorescence microscopy images using shape and intensity information
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Tác giả
L. Kostrykin, C. Schnörr, K. Rohr.
24. Learning the implicit strain reconstruction in ultrasound elastography using privileged information
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Zhifan Gao, Sitong Wu, Zhi Liu, Jianwen Luo, ... Shuo Li.
25. Combined tract segmentation and orientation mapping for bundle-specific tractography
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Jakob Wasserthal, Peter F. Neher, Dusan Hirjak, Klaus H. Maier-Hein.
26. Predicting PET-derived demyelination from multimodal MRI using sketcher-refiner adversarial training for multiple sclerosis
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Wen Wei, Emilie Poirion, Benedetta Bodini, Stanley Durrleman, ... Olivier Colliot.
27. Adversarial learning for mono- or multi-modal registration
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Tác giả
Jingfan Fan, Xiaohuan Cao, Qian Wang, Pew-Thian Yap, Dinggang Shen.
28. Removing segmentation inconsistencies with semi-supervised non-adjacency constraint
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Tác giả
Pierre-Antoine Ganaye, Michaël Sdika, Bill Triggs, Hugues Benoit-Cattin.
