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Medical Image Analysis, Volume 64
Volume 64, August 2020
- Tianyu Fu, Jian Yang
, Qin Li, Danni Ai, Hong Song, Yurong Jiang, Yongtian Wang, Alejandro F. Frangi
Groupwise registration with global-local graph shrinkage in atlas construction. 101711 - Xiaoran Chen
Unsupervised lesion detection via image restoration with a normative prior. 101713 - Baiying Lei, Zaimin Xia, Feng Jiang, Xudong Jiang
Skin lesion segmentation via generative adversarial networks with dual discriminators. 101716 - Minghui Zhang, Mengting Li, Jinjie Zhou, Yanjie Zhu, Shanshan Wang
High-dimensional embedding network derived prior for compressive sensing MRI reconstruction. 101717 - Hossein Arabi, Habib Zaidi
Deep learning-guided estimation of attenuation correction factors from time-of-flight PET emission data. 101718 - Tian Xia
Pseudo-healthy synthesis with pathology disentanglement and adversarial learning. 101719 - Yanan Ruan, Dengwang Li
MB-FSGAN: Joint segmentation and quantification of kidney tumor on CT by the multi-branch feature sharing generative adversarial network. 101721 - Gongning Luo
Dynamically constructed network with error correction for accurate ventricle volume estimation. 101723 - Murat Seçkin Ayhan
Expert-validated estimation of diagnostic uncertainty for deep neural networks in diabetic retinopathy detection. 101724 - Min Xu, Chen Tang, Fugui Hao, Mingming Chen, Zhenkun Lei:
Texture preservation and speckle reduction in poor optical coherence tomography using the convolutional neural network. 101727 - Andrei Svecic, David Roberge
Prediction of inter-fractional radiotherapy dose plans with domain translation in spatiotemporal embeddings. 101728 - José Negrillo-Cárdenas
Automatic detection of landmarks for the analysis of a reduction of supracondylar fractures of the humerus. 101729 - Nils Gessert
Deep learning with 4D spatio-temporal data representations for OCT-based force estimation. 101730 - Wenguang Yuan
Unified generative adversarial networks for multimodal segmentation from unpaired 3D medical images. 101731 - Cheng Bian
Uncertainty-aware domain alignment for anatomical structure segmentation. 101732 - Xiaoqing Guo
Semi-supervised WCE image classification with adaptive aggregated attention. 101733 - Fabian Balsiger
Spatially regularized parametric map reconstruction for fast magnetic resonance fingerprinting. 101741 - Skylar E. Stolte
A survey on medical image analysis in diabetic retinopathy. 101742 - Sven Koitka
Mimicking the radiologists' workflow: Estimating pediatric hand bone age with stacked deep neural networks. 101743 - Jiuwen Zhu, Yuexiang Li
Rubik's Cube+: A self-supervised feature learning framework for 3D medical image analysis. 101746 - Oualid M. Benkarim
A novel approach to multiple anatomical shape analysis: Application to fetal ventriculomegaly. 101750 - Raghavendra Selvan
Graph refinement based airway extraction using mean-field networks and graph neural networks. 101751 - Baiying Lei
Self-co-attention neural network for anatomy segmentation in whole breast ultrasound. 101753 - Liset Vázquez Romaguera
Prediction of in-plane organ deformation during free-breathing radiotherapy via discriminative spatial transformer networks. 101754
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