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ORCIDMedical Image Analysis, Volume 62
Volume 62, May 2020
- Reza Moradi Rad, Parvaneh Saeedi, Jason Au, Jon Havelock:
Trophectoderm segmentation in human embryo images via inceptioned U-Net. 101612 - Antonios Perperidis
, Kevin Dhaliwal, Stephen McLaughlin, Tom Vercauteren:
Image computing for fibre-bundle endomicroscopy: A review. 101620 - Hejun Wu, Rong Gao, Yeong Poh Sheng, Bo Chen, Shuo Li:
SDAE-GAN: Enable high-dimensional pathological images in liver cancer survival prediction with a policy gradient based data augmentation method. 101640 - Léonie Borne, Denis Rivière, Martial Mancip, Jean-François Mangin:
Automatic labeling of cortical sulci using patch- or CNN-based segmentation techniques combined with bottom-up geometric constraints. 101651 - Gustavo Carneiro, Leonardo Zorron Cheng Tao Pu, Rajvinder Singh, Alastair D. Burt:
Deep learning uncertainty and confidence calibration for the five-class polyp classification from colonoscopy. 101653 - Liangqiong Qu, Yongqin Zhang, Shuai Wang, Pew-Thian Yap, Dinggang Shen:
Synthesized 7T MRI from 3T MRI via deep learning in spatial and wavelet domains. 101663 - Yue Zhang, Shun Miao, Tommaso Mansi, Rui Liao:
Unsupervised X-ray image segmentation with task driven generative adversarial networks. 101664 - Chenchu Xu, Lei Xu, Pavlo Ohorodnyk, Mike Roth, Bo Chen, Shuo Li:
Contrast agent-free synthesis and segmentation of ischemic heart disease images using progressive sequential causal GANs. 101668 - Viswanath P. Sudarshan, Gary F. Egan, Zhaolin Chen, Suyash P. Awate:
Joint PET-MRI image reconstruction using a patch-based joint-dictionary prior. 101669 - Jwala Dhamala, Pradeep Bajracharya, Hermenegild Arevalo, John L. Sapp, B. Milan Horácek, Katherine C. Wu, Natalia A. Trayanova, Linwei Wang:
Embedding high-dimensional Bayesian optimization via generative modeling: Parameter personalization of cardiac electrophysiological models. 101670 - Xiuquan Du, Yuhui Song, Yueguo Liu, Yanping Zhang, Heng Liu, Bo Chen, Shuo Li:
An integrated deep learning framework for joint segmentation of blood pool and myocardium. 101685 - Dennis Bontempi, Sergio Benini, Alberto Signoroni, Michele Svanera, Lars Muckli:
CEREBRUM: a fast and fully-volumetric Convolutional Encoder-decodeR for weakly-supervised sEgmentation of BRain strUctures from out-of-the-scanner MRI. 101688 - Nikolaos Dikaios:
Stochastic Gradient Langevin dynamics for joint parameterization of tracer kinetic models, input functions, and T1 relaxation-times from undersampled k-space DCE-MRI. 101690
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