Title
MAANet: Multi-view Aware Attention Networks for Image Super-Resolution Jingcai Guo Shiheng Ma Song Guo SupR 20 5 0 12 Apr 2019
An Alarm System For Segmentation Algorithm Based On Shape Model Fengze Liu Yingda Xia Ke Wang Alan Yuille Daguang Xu 65 22 0 26 Mar 2019
Disentangled Representation Learning in Cardiac Image Analysis A. Chartsias T. Joyce G. Papanastasiou M. Williams D. Newby R. Dharmakumar Sotirios A. Tsaftaris DRL 133 128 0 22 Mar 2019
Deep Learning with Anatomical Priors: Imitating Enhanced Autoencoders in Latent Space for Improved Pelvic Bone Segmentation in MRI Duc Duy Pham Gurbandurdy Dovletov S. Warwas S. Landgraeber Marcus Jäger J. Pauli SSeg MedIm AI4CE 37 9 0 21 Mar 2019
Anatomical Priors in Convolutional Networks for Unsupervised Biomedical Segmentation Adrian Dalca John Guttag M. Sabuncu MedIm SSeg 130 147 0 07 Mar 2019
Deep Learning in Cardiology Paschalis A. Bizopoulos D. Koutsouris MedIm 86 137 0 22 Feb 2019
Boundary-weighted Domain Adaptive Neural Network for Prostate MR Image Segmentation Qikui Zhu Bo Du Pingkun Yan 83 160 0 21 Feb 2019
Labelling Vertebrae with 2D Reformations of Multidetector CT Images: An Adversarial Approach for Incorporating Prior Knowledge of Spine Anatomy Anjany Sekuboyina Markus Rempfler A. Valentinitsch Bjoern Menze Jan S. Kirschke 56 3 0 06 Feb 2019
Explicit topological priors for deep-learning based image segmentation using persistent homology J. Clough Ilkay Oksuz Nicholas Byrne Julia A. Schnabel A. King 71 67 0 29 Jan 2019
On orthogonal projections for dimension reduction and applications in augmented target loss functions for learning problems Anna Breger J. Orlando Pavol Harar M. Dörfler S. Klimscha C. Grechenig Bianca S. Gerendas U. Schmidt-Erfurth Martin Ehler 26 15 0 22 Jan 2019
Prior Information Guided Regularized Deep Learning for Cell Nucleus Detection M. Tofighi Tiantong Guo Jairam K. P. Vanamala V. Monga 43 34 0 21 Jan 2019
A Distance Map Regularized CNN for Cardiac Cine MR Image Segmentation Shusil Dangi Cristian A. Linte Z. Yaniv 67 70 0 04 Jan 2019
Monte-Carlo Sampling applied to Multiple Instance Learning for Histological Image Classification Marc Combalia João Paulo Papa 81 83 0 30 Dec 2018
Computational Anatomy for Multi-Organ Analysis in Medical Imaging: A Review Juan J. Cerrolaza M. L. Picazo L. Humbert Yoshinobu Sato Daniel Rueckert M. A. G. Ballester M. Linguraru AI4CE 51 70 0 20 Dec 2018
Automatically Segmenting the Left Atrium from Cardiac Images Using Successive 3D U-Nets and a Contour Loss Shuman Jia A. Despinasse Zihao Wang H. Delingette Xavier Pennec P. Jaïs H. Cochet Maxime Sermesant 75 46 0 06 Dec 2018
Generative adversarial networks and adversarial methods in biomedical image analysis J. Wolterink Konstantinos Kamnitsas C. Ledig Ivana Išgum MedIm GAN 77 21 0 24 Oct 2018
Bottleneck Supervised U-Net for Pixel-wise Liver and Tumor Segmentation Song Li Geoffrey Tso SSeg 30 17 0 16 Oct 2018
Automatic 3D bi-ventricular segmentation of cardiac images by a shape-refined multi-task deep learning approach Jinming Duan Ghalib A. Bello Jo Schlemper Wenjia Bai T. Dawes C. Biffi A. de Marvao Georgia Doumou D. O’Regan Daniel Rueckert MedIm 56 5 0 26 Aug 2018
Deeply Self-Supervised Contour Embedded Neural Network Applied to Liver Segmentation Minyoung Chung Jingyu Lee Minkyung Lee Jeongjin Lee Y. Shin MedIm 62 27 0 02 Aug 2018
Star Shape Prior in Fully Convolutional Networks for Skin Lesion Segmentation Z. Mirikharaji Ghassan Hamarneh SSeg MedIm 69 123 0 21 Jun 2018
EL-GAN: Embedding Loss Driven Generative Adversarial Networks for Lane Detection Mohsen Ghafoorian C. Nugteren N. Baka Olaf Booij M. Hofmann GAN 66 201 0 14 Jun 2018
VoxelAtlasGAN: 3D Left Ventricle Segmentation on Echocardiography with Atlas Guided Generation and Voxel-to-voxel Discrimination Suyu Dong Gongning Luo Kuanquan Wang Shaodong Cao A. Mercado O. Shmuilovich Henggui Zhang Shuo Li 88 38 0 10 Jun 2018
Autoencoders for Multi-Label Prostate MR Segmentation Ard de Gelder Henkjan Huisman 25 6 0 09 Jun 2018
3D Consistent & Robust Segmentation of Cardiac Images by Deep Learning with Spatial Propagation Q. Zheng H. Delingette Nicolas Duchateau N. Ayache 55 166 0 25 Apr 2018
Domain and Geometry Agnostic CNNs for Left Atrium Segmentation in 3D Ultrasound M. Degel Nassir Navab Shadi Albarqouni 63 41 0 20 Apr 2018
Btrfly Net: Vertebrae Labelling with Energy-based Adversarial Learning of Local Spine Prior Anjany Sekuboyina Markus Rempfler J. Kukačka Giles Tetteh A. Valentinitsch Jan S. Kirschke Bjoern Menze MedIm 70 68 0 04 Apr 2018
Deep learning and its application to medical image segmentation H. Roth Chen Shen H. Oda M. Oda Y. Hayashi K. Misawa K. Mori MedIm SSeg 88 116 0 23 Mar 2018
Segmentation of histological images and fibrosis identification with a convolutional neural network Xiaohang Fu Tong Liu Zhaohan Xiong B. Smaill M. Stiles Jichao Zhao 63 41 0 20 Mar 2018
Constrained Deep Learning using Conditional Gradient and Applications in Computer Vision Sathya Ravi Tuan Dinh Vishnu Suresh Lokhande Vikas Singh AI4CE 71 22 0 17 Mar 2018
An application of cascaded 3D fully convolutional networks for medical image segmentation H. Roth H. Oda Xiangrong Zhou N. Shimizu Ying Yang Y. Hayashi M. Oda M. Fujiwara K. Misawa K. Mori 59 275 0 14 Mar 2018
Fully Convolutional Multi-scale Residual DenseNets for Cardiac Segmentation and Automated Cardiac Diagnosis using Ensemble of Classifiers Mahendra Khened Alex Varghese Ganapathy Krishnamurthi 70 314 0 16 Jan 2018
Towards dense volumetric pancreas segmentation in CT using 3D fully convolutional networks H. Roth M. Oda N. Shimizu H. Oda Y. Hayashi T. Kitasaka M. Fujiwara K. Misawa K. Mori MedIm 56 45 0 17 Nov 2017
An Exploration of 2D and 3D Deep Learning Techniques for Cardiac MR Image Segmentation Christian F. Baumgartner Lisa M. Koch Marc Pollefeys E. Konukoglu 74 247 0 13 Sep 2017
Recent Advances in the Applications of Convolutional Neural Networks to Medical Image Contour Detection Zizhao Zhang Fuyong Xing H. Su Xiaoshuang Shi Ling Yang AAML 46 13 0 24 Aug 2017
Fully Convolutional Architectures for Multi-Class Segmentation in Chest Radiographs A. A. Novikov Dimitrios Lenis David Major J. Hladůvka M. Wimmer Katja Bühler SSeg 126 221 0 30 Jan 2017