Dinggang Shen - Related publications

Computer Science University of North Carolina, Chapel Hill, Chapel Hill, NC 
Computer Science, Radiology
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50 most relevant papers in past 60 days:
Year Citation  Score
2021 Zhang Y, Wu X, Gach HM, Li HH, Yang D. GroupRegNet: a groupwise one-shot deep learning-based 4D image registration method. Physics in Medicine and Biology. PMID 33412539 DOI: 10.1088/1361-6560/abd956   
2021 Masoudi S, Harmon SA, Mehralivand S, Walker SM, Raviprakash H, Bagci U, Choyke PL, Turkbey B. Quick guide on radiology image pre-processing for deep learning applications in prostate cancer research. Journal of Medical Imaging (Bellingham, Wash.). 8: 010901. PMID 33426151 DOI: 10.1117/1.JMI.8.1.010901   
2021 Ren M, Dey N, Fishbaugh J, Gerig G. Segmentation-Renormalized Deep Feature Modulation for Unpaired Image Harmonization. Ieee Transactions On Medical Imaging. PMID 33591913 DOI: 10.1109/TMI.2021.3059726   
2021 Gilbert A, Marciniak M, Rodero C, Lamata P, Samset E, McLeod K. Generating Synthetic Labeled Data from Existing Anatomical Models: An Example with Echocardiography Segmentation. Ieee Transactions On Medical Imaging. PMID 33444134 DOI: 10.1109/TMI.2021.3051806   
2021 Kim S, Kim B, Park H. Synthesis of Brain Tumor multi-contrast MR Images for Improved Data Augmentation. Medical Physics. PMID 33405244 DOI: 10.1002/mp.14701   
2021 Huang L, Li M, Gou S, Zhang X, Jiang K. Automated Segmentation Method for Low Field 3D Stomach MRI Using Transferred Learning Image Enhancement Network. Biomed Research International. 2021: 6679603. PMID 33628806 DOI: 10.1155/2021/6679603   
2021 Islam KT, Wijewickrema S, O'Leary S. A deep learning based framework for the registration of three dimensional multi-modal medical images of the head. Scientific Reports. 11: 1860. PMID 33479305 DOI: 10.1038/s41598-021-81044-7   
2021 Bi Y, Xue B, Zhang M. Genetic Programming-Based Discriminative Feature Learning for Low-Quality Image Classification. Ieee Transactions On Cybernetics. PMID 33531319 DOI: 10.1109/TCYB.2021.3049778   
2021 Zhong X, Amrehn M, Ravikumar N, Chen S, Strobel N, Birkhold A, Kowarschik M, Fahrig R, Maier A. Deep action learning enables robust 3D segmentation of body organs in various CT and MRI images. Scientific Reports. 11: 3311. PMID 33558570 DOI: 10.1038/s41598-021-82370-6   
2021 Gao Y, Li Z, Song C, Li L, Li M, Schmall J, Liu H, Yuan J, Wang Z, Zeng T, Hu L, Chen Q, Zhang Y. Automatic rat brain image segmentation using triple cascaded convolutional neural networks in a clinical PET/MR. Physics in Medicine and Biology. 66: 04NT01. PMID 33527911 DOI: 10.1088/1361-6560/abd2c5   
2021 Gao F, Xu X, Yu J, Shang M, Li X, Tao D. Complementary, Heterogeneous and Adversarial Networks for Image-to-Image Translation. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 33646952 DOI: 10.1109/TIP.2021.3061286   
2021 Tan W, Liu P, Li X, Liu Y, Zhou Q, Chen C, Gong Z, Yin X, Zhang Y. Classification of COVID-19 pneumonia from chest CT images based on reconstructed super-resolution images and VGG neural network. Health Information Science and Systems. 9: 10. PMID 33643612 DOI: 10.1007/s13755-021-00140-0   
2021 Wang X, Zeng W, Yang X, Fang C, Han Y, Fei P. Bi-channel Image Registration and Deep-learning Segmentation (BIRDS) for efficient, versatile 3D mapping of mouse brain. Elife. 10. PMID 33459255 DOI: 10.7554/eLife.63455   
2021 Li Z, Zhang J, Zhong R, Bhanu B, Chen Y, Zhang Q, Tang H. Lightweight and Efficient Image Dehazing Network Guided by Transmission Estimation from Real-World Hazy Scenes. Sensors (Basel, Switzerland). 21. PMID 33535456 DOI: 10.3390/s21030960   
2021 Hartung G, Badr S, Mihelic S, Dunn A, Cheng X, Kura S, Boas DA, Kleinfeld D, Alaraj A, Linninger AA. Mathematical synthesis of the cortical circulation for the whole mouse brain-part II: microcirculatory closure. Microcirculation (New York, N.Y. : 1994). e12687. PMID 33615601 DOI: 10.1111/micc.12687   
2021 Zhang Z, Zheng M, Zhong SH, Liu Y. Steganographer detection via a similarity accumulation graph convolutional network. Neural Networks : the Official Journal of the International Neural Network Society. 136: 97-111. PMID 33472131 DOI: 10.1016/j.neunet.2020.12.026   
2021 Lopez-Pintado S, Qian K. A depth-based global envelope test for comparing two groups of functions with applications to biomedical data. Statistics in Medicine. PMID 33410197 DOI: 10.1002/sim.8861   
2021 Lyu J, Ling SH, Banerjee S, Zheng JY, Lai KL, Yang D, Zheng YP, Bi X, Su S, Chamoli U. Ultrasound volume projection image quality selection by ranking from convolutional RankNet. Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society. 89: 101847. PMID 33476927 DOI: 10.1016/j.compmedimag.2020.101847   
2021 Shao W, Pomper MG, Du Y. A Learned Reconstruction Network for SPECT Imaging. Ieee Transactions On Radiation and Plasma Medical Sciences. 5: 26-34. PMID 33403244 DOI: 10.1109/trpms.2020.2994041   
2021 Yang J, Li H, Shi N, Zhang Q, Liu Y. Microscopic Tumour Classification by Digital Mammography. Journal of Healthcare Engineering. 2021: 6635947. PMID 33613927 DOI: 10.1155/2021/6635947   
2021 Kang SK, Shin SA, Seo S, Byun MS, Lee DY, Kim YK, Lee DS, Lee JS. Deep learning-Based 3D inpainting of brain MR images. Scientific Reports. 11: 1673. PMID 33462321 DOI: 10.1038/s41598-020-80930-w   
2021 Kang SK, Shin SA, Seo S, Byun MS, Lee DY, Kim YK, Lee DS, Lee JS. Deep learning-Based 3D inpainting of brain MR images. Scientific Reports. 11: 1673. PMID 33462321 DOI: 10.1038/s41598-020-80930-w   
2021 He K, Zhao W, Xie X, Ji W, Liu M, Tang Z, Shi Y, Shi F, Gao Y, Liu J, Zhang J, Shen D. Synergistic learning of lung lobe segmentation and hierarchical multi-instance classification for automated severity assessment of COVID-19 in CT images. Pattern Recognition. 113: 107828. PMID 33495661 DOI: 10.1016/j.patcog.2021.107828   
2021 Niu S, Liu M, Liu Y, Wang J, Song H. Distant Domain Transfer Learning for Medical Imaging. Ieee Journal of Biomedical and Health Informatics. PMID 33449887 DOI: 10.1109/JBHI.2021.3051470   
2021 Seifert R, Weber M, Kocakavuk E, Rischpler C, Kersting D. Artificial Intelligence and Machine Learning in Nuclear Medicine: Future Perspectives. Seminars in Nuclear Medicine. 51: 170-177. PMID 33509373 DOI: 10.1053/j.semnuclmed.2020.08.003   
2021 Ren Z, Li J, Xue X, Li X, Yang F, Jiao Z, Gao X. Reconstructing seen image from brain activity by visually-guided cognitive representation and adversarial learning. Neuroimage. 117602. PMID 33395572 DOI: 10.1016/j.neuroimage.2020.117602   
2021 Minaee S, Boykov YY, Porikli F, Plaza AJ, Kehtarnavaz N, Terzopoulos D. Image Segmentation Using Deep Learning: A Survey. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 33596172 DOI: 10.1109/TPAMI.2021.3059968   
2021 Zhang B, Liu H, Luo H, Li K. Automatic quality assessment for 2D fetal sonographic standard plane based on multitask learning. Medicine. 100: e24427. PMID 33530242 DOI: 10.1097/MD.0000000000024427   
2021 Zhang Y, Zhang S, Li Y, Zhang Y. Single- and Cross-Modality Near Duplicate Image Pairs Detection via Spatial Transformer Comparing CNN. Sensors (Basel, Switzerland). 21. PMID 33401740 DOI: 10.3390/s21010255   
2021 Li Y, Chen J, Brown JL, Treves ST, Cao X, Fahey FH, Sgouros G, Bolch WE, Frey EC. DeepAMO: a multi-slice, multi-view anthropomorphic model observer for visual detection tasks performed on volume images. Journal of Medical Imaging (Bellingham, Wash.). 8: 041204. PMID 33521164 DOI: 10.1117/1.JMI.8.4.041204   
2021 Zhang X, Lu H, Guo D, Bao L, Huang F, Xu Q, Qu X. A guaranteed convergence analysis for the projected fast iterative soft-thresholding algorithm in parallel MRI. Medical Image Analysis. 69: 101987. PMID 33588120 DOI: 10.1016/j.media.2021.101987   
2021 Angulakshmi M, Deepa M. A Review on Deep Learning Architecture and Methods for MRI Brain Tumour Segmentation. Current Medical Imaging. PMID 33423651 DOI: 10.2174/1573405616666210108122048   
2021 Wei L, El Naqa I. Artificial Intelligence for Response Evaluation With PET/CT. Seminars in Nuclear Medicine. 51: 157-169. PMID 33509372 DOI: 10.1053/j.semnuclmed.2020.10.003   
2021 Liu Y, Zhang S, Xu J, Yang J, Tai YW. An Accurate and Lightweight Method for Human Body Image Super-Resolution. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 33539298 DOI: 10.1109/TIP.2021.3055737   
2021 Li C, Zhou Y, Li Y, Yang S. A coarse-to-fine registration method for three-dimensional MR images. Medical & Biological Engineering & Computing. PMID 33515131 DOI: 10.1007/s11517-021-02317-x   
2021 Toda R, Teramoto A, Tsujimoto M, Toyama H, Imaizumi K, Saito K, Fujita H. Synthetic CT image generation of shape-controlled lung cancer using semi-conditional InfoGAN and its applicability for type classification. International Journal of Computer Assisted Radiology and Surgery. PMID 33428062 DOI: 10.1007/s11548-021-02308-1   
2021 Jin D, Ji M, Xu L, Wu G, Wang L, Fang L. Boosting Single Image Super-resolution Learnt from Implicit Multi-image Prior. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 33621177 DOI: 10.1109/TIP.2021.3059507   
2021 Kim K, Jeong HW, Lee Y. Performance Evaluation of Dorsal Vein Network of Hand Imaging Using Relative Total Variation-Based Regularization for Smoothing Technique in a Miniaturized Vein Imaging System: A Pilot Study. International Journal of Environmental Research and Public Health. 18. PMID 33561967 DOI: 10.3390/ijerph18041548   
2021 Fu Y, Zhang T, Wang L, Huang H. Coded Hyperspectral Image Reconstruction using Deep External and Internal Learning. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 33596170 DOI: 10.1109/TPAMI.2021.3059911   
2021 Jiang S, Tao Z, Fu Y. Geometrically Editable Face Image Translation with Adversarial Networks. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 33497333 DOI: 10.1109/TIP.2021.3052084   
2021 Cheng Z, Qu A, He X. Contour-aware semantic segmentation network with spatial attention mechanism for medical image. The Visual Computer. 1-14. PMID 33642659 DOI: 10.1007/s00371-021-02075-9   
2021 Garcia-Garin O, Monleón-Getino T, López-Brosa P, Borrell A, Aguilar A, Borja-Robalino R, Cardona L, Vighi M. Automatic detection and quantification of floating marine macro-litter in aerial images: Introducing a novel deep learning approach connected to a web application in R. Environmental Pollution (Barking, Essex : 1987). 273: 116490. PMID 33486249 DOI: 10.1016/j.envpol.2021.116490   
2021 Mergenthaler P, Hariharan S, Pemberton JM, Lourenco C, Penn LZ, Andrews DW. Rapid 3D phenotypic analysis of neurons and organoids using data-driven cell segmentation-free machine learning. Plos Computational Biology. 17: e1008630. PMID 33617523 DOI: 10.1371/journal.pcbi.1008630   
2021 De Silva T, Chew EY, Hotaling N, Cukras CA. Deep-learning based multi-modal retinal image registration for the longitudinal analysis of patients with age-related macular degeneration. Biomedical Optics Express. 12: 619-636. PMID 33520392 DOI: 10.1364/BOE.408573   
2021 Kinani JMV, Silva AR, Mújica-Vargas D, Funes FG, Díaz ER. Rician Denoising Based on Correlated Local Features LMMSE Approach. Journal of Medical Systems. 45: 40. PMID 33604697 DOI: 10.1007/s10916-020-01696-2   
2021 Wang Y, Zhang J, Cavichini M, Bartsch DG, Freeman WR, Nguyen TQ, An C. Robust content-adaptive global registration for multimodal retinal images using weakly supervised deep-learning framework. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 33600314 DOI: 10.1109/TIP.2021.3058570   
2021 Huang W, Yang H, Liu X, Li C, Zhang I, Wang R, Zheng H, Wang S. A coarse-to-fine deformable transformation framework for unsupervised multi-contrast MR image registration with dual consistency constraint. Ieee Transactions On Medical Imaging. PMID 33577451 DOI: 10.1109/TMI.2021.3059282   
2021 Luo Y, Xu L, Qi L. A cascaded FC-DenseNet and level set method (FCDL) for fully automatic segmentation of the right ventricle in cardiac MRI. Medical & Biological Engineering & Computing. PMID 33559862 DOI: 10.1007/s11517-020-02305-7   
2021 Zha Z, Wen B, Yuan X, Zhou J, Zhu C, Kot AC. A Hybrid Structural Sparsification Error Model for Image Restoration. Ieee Transactions On Neural Networks and Learning Systems. PMID 33625989 DOI: 10.1109/TNNLS.2021.3057439   
2021 Quan D, Wang S, Huyan N, Chanussot J, Wang R, Liang X, Hou B, Jiao L. Element-Wise Feature Relation Learning Network for Cross-Spectral Image Patch Matching. Ieee Transactions On Neural Networks and Learning Systems. PMID 33544676 DOI: 10.1109/TNNLS.2021.3052756