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Medical Image Analysis
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Volume 54, Pages 1-316 (May 2019)
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1. Editorial Board
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Tác giả
2. Not-so-supervised: A survey of semi-supervised, multi-instance, and transfer learning in medical image analysis
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Tác giả
Veronika Cheplygina, Marleen de Bruijne, Josien P.W. Pluim.
3. Fully automatic 3D reconstruction of the placenta and its peripheral vasculature in intrauterine fetal MRI
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Tác giả
Jordina Torrents-Barrena, Gemma Piella, Narcís Masoller, Eduard Gratacós, ... Miguel Ángel González Ballester.
4. Deep Evolutionary Networks with Expedited Genetic Algorithms for Medical Image Denoising
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Tác giả
Peng Liu, Mohammad D El Basha, Yangjunyi Li, Yao Xiao, ... Ruogu Fang.
5. OBELISK-Net: Fewer layers to solve 3D multi-organ segmentation with sparse deformable convolutions
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Tác giả
Mattias P. Heinrich, Ozan Oktay, Nassim Bouteldja.
6. An image interpolation approach for acquisition time reduction in navigator-based 4D MRI
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Tác giả
Neerav Karani, Lin Zhang, Christine Tanner, Ender Konukoglu.
7. Constrained-CNN losses for weakly supervised segmentation
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Tác giả
Hoel Kervadec, Jose Dolz, Meng Tang, Eric Granger, ... Ismail Ben Ayed.
8. f-AnoGAN: Fast unsupervised anomaly detection with generative adversarial networks
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Tác giả
Thomas Schlegl, Philipp Seeböck, Sebastian M. Waldstein, Georg Langs, Ursula Schmidt-Erfurth.
9. AAR-RT – A system for auto-contouring organs at risk on CT images for radiation therapy planning: Principles, design, and large-scale evaluation on head-and-neck and thoracic cancer cases
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Tác giả
Xingyu Wu, Jayaram K. Udupa, Yubing Tong, Dewey Odhner, ... Drew A. Torigian.
10. Optimal surface segmentation with convex priors in irregularly sampled space
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Tác giả
Abhay Shah, Michael D. Abámoff, Xiaodong Wu.
11. Breast MRI and X-ray mammography registration using gradient values
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Tác giả
Eloy García, Yago Diez, Oliver Diaz, Xavier Lladó, ... Arnau Oliver.
12. Deep-learning based multiclass retinal fluid segmentation and detection in optical coherence tomography images using a fully convolutional neural network
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Tác giả
Donghuan Lu, Morgan Heisler, Sieun Lee, Gavin Weiguang Ding, ... Mirza Faisal Beg.
13. Graph Convolutions on Spectral Embeddings for Cortical Surface Parcellation
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Tác giả
Karthik Gopinath, Christian Desrosiers, Herve Lombaert.
14. Patient-attentive sequential strategy for perimetry-based visual field acquisition
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Tác giả
Şerife Seda Kucur, Pablo Márquez-Neila, Mathias Abegg, Raphael Sznitman.
15. CT male pelvic organ segmentation using fully convolutional networks with boundary sensitive representation
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Tác giả
Shuai Wang, Kelei He, Dong Nie, Sihang Zhou, ... Dinggang Shen.
16. Ultrasound guidance in minimally invasive robotic procedures
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Tác giả
Maria Antico, Fumio Sasazawa, Liao Wu, Anjali Jaiprakash, ... Davide Fontanarosa.
17. Population shrinkage of covariance (PoSCE) for better individual brain functional-connectivity estimation
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Tác giả
Mehdi Rahim, Bertrand Thirion, Gaël Varoquaux.
18. Exploiting structural redundancy in q-space for improved EAP reconstruction from highly undersampled (k, q)-space in DMRI
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Tác giả
Jiaqi Sun, Alireza Entezari, Baba C. Vemuri.
19. Predicting breast tumor proliferation from whole-slide images: The TUPAC16 challenge
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Tác giả
Mitko Veta, Yujing J. Heng, Nikolas Stathonikos, Babak Ehteshami Bejnordi, ... Josien P.W. Pluim.
20. DeepPET: A deep encoder–decoder network for directly solving the PET image reconstruction inverse problem
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Tác giả
Ida Häggström, C. Ross Schmidtlein, Gabriele Campanella, Thomas J. Fuchs.
21. Discovering hierarchical common brain networks via multimodal deep belief network
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Tác giả
Shu Zhang, Qinglin Dong, Wei Zhang, Heng Huang, ... Tianming Liu.
22. A modality-adaptive method for segmenting brain tumors and organs-at-risk in radiation therapy planning
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Tác giả
Mikael Agn, Per Munck af Rosenschöld, Oula Puonti, Michael J. Lundemann, ... Koen Van Leemput.
23. Integrating spatial configuration into heatmap regression based CNNs for landmark localization
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Tác giả
Christian Payer, Darko Štern, Horst Bischof, Martin Urschler.
24. BIRNet: Brain image registration using dual-supervised fully convolutional networks
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Tác giả
Jingfan Fan, Xiaohuan Cao, Pew-Thian Yap, Dinggang Shen.
25. Medical image classification using synergic deep learning
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Tác giả
Jianpeng Zhang, Yutong Xie, Qi Wu, Yong Xia.
