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ORCIDMedical Image Analysis, Volume 69
Volume 69, April 2021
- Adriano Pinto, Sérgio Pereira
, Raphael Meier, Roland Wiest, Victor Alves, Mauricio Reyes, Carlos A. Silva:
Combining unsupervised and supervised learning for predicting the final stroke lesion. 101888 - Yucheng Tang, Riqiang Gao, Ho Hin Lee, Shizhong Han, Yunqiang Chen, Dashan Gao, Vishwesh Nath, Camilo Bermudez, Michael R. Savona, Richard G. Abramson, Shunxing Bao, Ilwoo Lyu, Yuankai Huo, Bennett A. Landman:
High-resolution 3D abdominal segmentation with random patch network fusion. 101894 - Duanduan Chen, Xuyang Zhang, Yuqian Mei, Fangzhou Liao, Huanming Xu, Zhenfeng Li, Qianjiang Xiao, Wei Guo, Hongkun Zhang, Tianyi Yan, Jiang Xiong, Yiannis Ventikos:
Multi-stage learning for segmentation of aortic dissections using a prior aortic anatomy simplification. 101931 - Alireza Sedghi, Lauren J. O'Donnell, Tina Kapur, Erik G. Learned-Miller, Parvin Mousavi, William M. Wells III:
Image registration: Maximum likelihood, minimum entropy and deep learning. 101939 - Thomas Yu, Erick Jorge Canales-Rodríguez, Marco Pizzolato, Gian Franco Piredda, Tom Hilbert, Elda Fischi Gomez, Matthias Weigel, Muhamed Barakovic, Meritxell Bach Cuadra, Cristina Granziera, Tobias Kober, Jean-Philippe Thiran:
Model-informed machine learning for multi-component T2 relaxometry. 101940 - Jing Wang, Xiaofeng Liu, Fangyun Wang, Lin Zheng, Fengqiao Gao, Hanwen Zhang, Xin Zhang, Wanqing Xie, Binbin Wang:
Automated interpretation of congenital heart disease from multi-view echocardiograms. 101942 - Chengchuang Lin, Gansen Zhao, Aihua Yin, Zhirong Yang, Li Guo, Hanbiao Chen, Lei Zhao, Shuangyin Li, Haoyu Luo, Zhaohui Ma:
A novel chromosome cluster types identification method using ResNeXt WSL model. 101943 - Mohammad Golbabaee, Guido Buonincontri, Carolin M. Pirkl, Marion I. Menzel, Bjoern H. Menze, Mike E. Davies, Pedro A. Gómez:
Compressive MRI quantification using convex spatiotemporal priors and deep encoder-decoder networks. 101945 - Egidijus Pelanis, Andrea Teatini, Benjamin Eigl, Alois Regensburger, Amilcar Alzaga, Rahul Prasanna Kumar, Tobias Rudolph, Davit L. Aghayan, Carina Riediger, Niclas Kvarnström, Ole Jakob Elle, Bjørn Edwin:
Evaluation of a novel navigation platform for laparoscopic liver surgery with organ deformation compensation using injected fiducials. 101946 - Xuegang Song, Feng Zhou, Alejandro F. Frangi, Jiuwen Cao, Xiaohua Xiao, Yi Lei, Tianfu Wang, Baiying Lei:
Graph convolution network with similarity awareness and adaptive calibration for disease-induced deterioration prediction. 101947 - Zhiming Cui, Changjian Li, Nenglun Chen, Guodong Wei, Runnan Chen, Yuanfeng Zhou, Dinggang Shen, Wenping Wang:
TSegNet: An efficient and accurate tooth segmentation network on 3D dental model. 101949 - A. Emre Kavur, Naciye Sinem Gezer, Mustafa Baris, Sinem Aslan, Pierre-Henri Conze, Vladimir Groza, Duc Duy Pham, Soumick Chatterjee, Philipp Ernst, Savas Özkan, Bora Baydar, Dmitry A. Lachinov, Shuo Han, Josef Pauli, Fabian Isensee, Matthias Perkonigg, Rachana Sathish, Ronnie Rajan, Debdoot Sheet, Gurbandurdy Dovletov, Oliver Speck, Andreas Nürnberger, Klaus H. Maier-Hein, Gözde B. Akar, Gözde B. Ünal, Oguz Dicle, M. Alper Selver:
CHAOS Challenge - combined (CT-MR) healthy abdominal organ segmentation. 101950 - Hyun Cheol Cho, Siyu Sun, Chang Min Hyun, Ja-Young Kwon, Bukweon Kim, Yejin Park, Jin Keun Seo:
Automated ultrasound assessment of amniotic fluid index using deep learning. 101951 - Christoph Baur, Stefan Denner, Benedikt Wiestler, Nassir Navab, Shadi Albarqouni:
Autoencoders for unsupervised anomaly segmentation in brain MR images: A comparative study. 101952 - Yanbei Liu, Lianxi Fan, Changqing Zhang, Tao Zhou, Zhitao Xiao, Lei Geng, Dinggang Shen:
Incomplete multi-modal representation learning for Alzheimer's disease diagnosis. 101953 - Yang Qu, Xiaomin Li, Zhennan Yan, Liang Zhao, Lichi Zhang, Chang Liu, Shuaining Xie, Kang Li, Dimitris N. Metaxas, Wen Wu, Yongqiang Hao, Kerong Dai, Shaoting Zhang, Xiaofeng Tao, Songtao Ai:
Surgical planning of pelvic tumor using multi-view CNN with relation-context representation learning. 101954 - Huangjing Lin, Hao Chen, Xi Wang, Qiong Wang, Liansheng Wang, Pheng-Ann Heng:
Dual-path network with synergistic grouping loss and evidence driven risk stratification for whole slide cervical image analysis. 101955 - Huaying Hao, Yitian Zhao, Qifeng Yan, Risa Higashita, Jiong Zhang, Yifan Zhao, Yanwu Xu, Fei Li, Xiulan Zhang, Jiang Liu:
Angle-closure assessment in anterior segment OCT images via deep learning. 101956 - Rewa Sood, Wei Shao, Christian Kunder, Nikola C. Teslovich, Jeffrey B. Wang, Simon John Christoph Soerensen, Nikhil Madhuripan, Anugayathri Jawahar, James D. Brooks, Pejman Ghanouni, Richard E. Fan, Geoffrey A. Sonn, Mirabela Rusu:
3D Registration of pre-surgical prostate MRI and histopathology images via super-resolution volume reconstruction. 101957 - Yuan Wang, Guanzhong Gong, Deting Kong, Qi Li, Jinpeng Dai, Hongyan Zhang, Jianhua Qu, Xiyu Liu, Jie Xue:
Pancreas segmentation using a dual-input v-mesh network. 101958 - Erick Jorge Canales-Rodríguez, Marco Pizzolato, Gian Franco Piredda, Tom Hilbert, Nicolas Kunz, Caroline Pot, Thomas Yu, Raymond Salvador, Edith Pomarol-Clotet, Tobias Kober, Jean-Philippe Thiran, Alessandro Daducci:
Comparison of non-parametric T2 relaxometry methods for myelin water quantification. 101959 - Israa Alnazer, Pascal Bourdon, Thierry Urruty, Omar Falou, Mohamad Khalil, Ahmad Shahin, Christine Fernandez-Maloigne:
Recent advances in medical image processing for the evaluation of chronic kidney disease. 101960 - Chang Min Hyun, Seong Hyeon Baek, Mingyu Lee, Sung Min Lee, Jin Keun Seo:
Deep learning-based solvability of underdetermined inverse problems in medical imaging. 101967 - Tao Li, Wang Bo, Chunyu Hu, Hong Kang, Hanruo Liu, Kai Wang, Huazhu Fu:
Applications of deep learning in fundus images: A review. 101971 - Harshita Sharma, Lior Drukker, Pierre Chatelain, Richard Droste, Aris T. Papageorghiou, J. Alison Noble:
Knowledge representation and learning of operator clinical workflow from full-length routine fetal ultrasound scan videos. 101973 - Qing Li, Xia Wu, Tianming Liu:
Differentiable neural architecture search for optimal spatial/temporal brain function network decomposition. 101974 - Wufeng Xue, Chunyan Cao, Jie Liu, Yilian Duan, Haiyan Cao, Jian Wang, Xumin Tao, Zejian Chen, Meng Wu, Jinxiang Zhang, Hui Sun, Yang Jin, Xin Yang, Ruobing Huang, Feixiang Xiang, Yue Song, Manjie You, Wen Zhang, Mingxing Xie:
Modality alignment contrastive learning for severity assessment of COVID-19 from lung ultrasound and clinical information. 101975 - Chenchu Xu, Dong Zhang, Jaron Chong, Bo Chen, Shuo Li:
Synthesis of gadolinium-enhanced liver tumors on nonenhanced liver MR images using pixel-level graph reinforcement learning. 101976 - Mengting Xu, Tao Zhang, Zhongnian Li, Mingxia Liu, Daoqiang Zhang:
Towards evaluating the robustness of deep diagnostic models by adversarial attack. 101977 - Zekun Li, Wei Zhao, Feng Shi, Lei Qi, Xingzhi Xie, Ying Wei, Zhongxiang Ding, Yang Gao, Shangjie Wu, Jun Liu, Yinghuan Shi, Dinggang Shen:
A novel multiple instance learning framework for COVID-19 severity assessment via data augmentation and self-supervised learning. 101978 - Jieyu Li, Jayaram K. Udupa, Yubing Tong, Lisheng Wang, Drew A. Torigian:
Segmentation evaluation with sparse ground truth data: Simulating true segmentations as perfect/imperfect as those generated by humans. 101980 - Jiansheng Fang, Huazhu Fu, Jiang Liu:
Deep triplet hashing network for case-based medical image retrieval. 101981 - Pablo Alvarez, Simon Rouzé, Michael I. Miga, Yohan Payan, Jean-Louis Dillenseger, Matthieu Chabanas:
A hybrid, image-based and biomechanics-based registration approach to markerless intraoperative nodule localization during video-assisted thoracoscopic surgery. 101983 - Xiaozheng Xie, Jianwei Niu, Xuefeng Liu, Zhengsu Chen, Shaojie Tang, Shui Yu:
A survey on incorporating domain knowledge into deep learning for medical image analysis. 101985 - Sarah Itani, Dorina Thanou:
Combining anatomical and functional networks for neuropathology identification: A case study on autism spectrum disorder. 101986 - Xinlin Zhang, Hengfa Lu, Di Guo, Lijun Bao, Feng Huang, Qin Xu, Xiaobo Qu:
A guaranteed convergence analysis for the projected fast iterative soft-thresholding algorithm in parallel MRI. 101987
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