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Medical Image Analysis, Volume 68
Volume 68, February 2021
- Feihong Liu
, Jun Feng, Geng Chen, Dinggang Shen, Pew-Thian Yap:
Gaussianization of Diffusion MRI Data Using Spatially Adaptive Filtering. 101828 - Nandinee Fariah Haq, Mehdi Moradi, Zhen Jane Wang:
A deep community based approach for large scale content based X-ray image retrieval. 101847 - Maxime W. Lafarge
Roto-translation equivariant convolutional networks: Application to histopathology image analysis. 101849 - Olfa Ghribi, Gang Li, Weili Lin, Dinggang Shen, Islem Rekik:
Multi-Regression based supervised sample selection for predicting baby connectome evolution trajectory from neonatal timepoint. 101853 - Florin C. Ghesu, Bogdan Georgescu, Awais Mansoor, Youngjin Yoo, Eli Gibson, R. S. Vishwanath, Abishek Balachandran
Quantifying and leveraging predictive uncertainty for medical image assessment. 101855 - Yufan He, Aaron Carass, Yihao Liu, Bruno M. Jedynak
Structured layer surface segmentation for retina OCT using fully convolutional regression networks. 101856 - Han Peng, Weikang Gong, Christian F. Beckmann, Andrea Vedaldi
Accurate brain age prediction with lightweight deep neural networks. 101871 - Jing Hu, Ziwei Luo
End-to-end multimodal image registration via reinforcement learning. 101878 - Yue Zhang, Jiong Wu
A deep learning framework for pancreas segmentation with multi-atlas registration and 3D level-set. 101884 - Rodney LaLonde, Ziyue Xu
Capsules for biomedical image segmentation. 101889 - Mart van Rijthoven, Maschenka Balkenhol, Karina Silina
HookNet: Multi-resolution convolutional neural networks for semantic segmentation in histopathology whole-slide images. 101890 - Huisi Wu, Xuheng Lu, Baiying Lei
Automated left ventricular segmentation from cardiac magnetic resonance images via adversarial learning with multi-stage pose estimation network and co-discriminator. 101891 - Shenghua He, Kyaw Thu Minn
Deeply-supervised density regression for automatic cell counting in microscopy images. 101892 - Yuhan Zhang, Xiwei Zhang, Zexuan Ji, Sijie Niu, Theodore Leng
An integrated time adaptive geographic atrophy prediction model for SD-OCT images. 101893 - Benoît Audelan, Hervé Delingette
Unsupervised quality control of segmentations based on a smoothness and intensity probabilistic model. 101895 - Yesenia Gonzalez, Chenyang Shen
Semi-automatic sigmoid colon segmentation in CT for radiation therapy treatment planning via an iterative 2.5-D deep learning approach. 101896 - Hemin Ali Qadir, Younghak Shin, Johannes Solhusvik, Jacob Bergsland, Lars Aabakken, Ilangko Balasingham:
Toward real-time polyp detection using fully CNNs for 2D Gaussian shapes prediction. 101897 - Jan Maria Juszczyk, Pawel Badura
Automated size-specific dose estimates using deep learning image processing. 101898 - Omar Dekhil, Ahmed Shalaby, Ahmed Soliman
Identifying brain areas correlated with ADOS raw scores by studying altered dynamic functional connectivity patterns. 101899 - Sharib Ali
A deep learning framework for quality assessment and restoration in video endoscopy. 101900 - Qiaoying Huang, Yikun Xian, Dong Yang
Dynamic MRI reconstruction with end-to-end motion-guided network. 101901 - Alaa Bessadok, Mohamed Ali Mahjoub, Islem Rekik
Brain graph synthesis by dual adversarial domain alignment and target graph prediction from a source graph. 101902 - Cheng Lu
Feature-driven local cell graph (FLocK): New computational pathology-based descriptors for prognosis of lung cancer and HPV status of oropharyngeal cancers. 101903 - Minmin Zeng, Zhenlei Yan, Shuai Liu, Yanheng Zhou, Lixin Qiu:
Cascaded convolutional networks for automatic cephalometric landmark detection. 101904 - Muthu Rama Krishnan Mookiah
A review of machine learning methods for retinal blood vessel segmentation and artery/vein classification. 101905 - Georgios Lazaridis, Marco Lorenzi, Sébastien Ourselin
Improving statistical power of glaucoma clinical trials using an ensemble of cyclical generative adversarial networks. 101906 - Neerav Karani, Ertunc Erdil, Krishna Chaitanya, Ender Konukoglu
Test-time adaptable neural networks for robust medical image segmentation. 101907 - Yiqiu Shen
An interpretable classifier for high-resolution breast cancer screening images utilizing weakly supervised localization. 101908 - Dakai Jin, Dazhou Guo, Tsung-Ying Ho, Adam P. Harrison
DeepTarget: Gross tumor and clinical target volume segmentation in esophageal cancer radiotherapy. 101909 - Donglin Di
Hypergraph learning for identification of COVID-19 with CT imaging. 101910 - Angshuman Paul
Discriminative ensemble learning for few-shot chest x-ray diagnosis. 101911 - Ozan Ciga, Anne L. Martel
Learning to segment images with classification labels. 101912 - Xing Wu, Cheng Chen, Mingyu Zhong, Jianjia Wang
COVID-AL: The diagnosis of COVID-19 with deep active learning. 101913 - Xiyue Wang
A hybrid network for automatic hepatocellular carcinoma segmentation in H&E-stained whole slide images. 101914 - Simon M. Thomas
Interpretable deep learning systems for multi-class segmentation and classification of non-melanoma skin cancer. 101915 - Xiaoran Zhang
Fully automated left atrium segmentation from anatomical cine long-axis MRI sequences using deep convolutional neural network with unscented Kalman filter. 101916 - Runze Han, Ali Uneri
Fracture reduction planning and guidance in orthopaedic trauma surgery via multi-body image registration. 101917 - Wei Shao
ProsRegNet: A deep learning framework for registration of MRI and histopathology images of the prostate. 101919 - Jiulong Liu, Angelica I. Avilés-Rivero, Hui Ji
Rethinking medical image reconstruction via shape prior, going deeper and faster: Deep joint indirect registration and reconstruction. 101930 - Luigi E. Perotti, Ilya A. Verzhbinsky
Estimating cardiomyofiber strain in vivo by solving a computational model. 101932 - Angelica I. Avilés-Rivero, Noémie Debroux
Compressed sensing plus motion (CS + M): A new perspective for improving undersampled MR image reconstruction. 101933 - Krishna Chaitanya, Neerav Karani, Christian F. Baumgartner
Semi-supervised task-driven data augmentation for medical image segmentation. 101934 - Bin Li
Single image super-resolution for whole slide image using convolutional neural networks and self-supervised color normalization. 101938 - Veronica Corona, Angelica I. Avilés-Rivero, Noémie Debroux
Variational multi-task MRI reconstruction: Joint reconstruction, registration and super-resolution. 101941 - David Marlevi, Maximilian Balmus, Andreas Hessenthaler
Non-invasive estimation of relative pressure for intracardiac flows using virtual work-energy. 101948
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