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Computerized Medical Imaging and Graphics, Volume 90
Volume 90, June 2021
- Stojan Trajanovski, Dimitrios Mavroeidis, Christine Leon Swisher, Binyam Gebrekidan Gebre, Bastiaan S. Veeling, Rafael Wiemker, Tobias Klinder, Amir Tahmasebi, Shawn M. Regis, Christoph Wald, Brady J. McKee, Sebastian Flacke
, Heber MacMahon, Homer H. Pien:
Towards radiologist-level cancer risk assessment in CT lung screening using deep learning. 101883 - Yi Xiao, Xiang Wang, Qingchu Li, Rongrong Fan, Rutan Chen, Ying Shao, Yanbo Chen, Yaozong Gao
A cascade and heterogeneous neural network for CT pulmonary nodule detection and its evaluation on both phantom and patient data. 101889 - Irene Fantini, Clarissa L. Yasuda
Automatic MR image quality evaluation using a Deep CNN: A reference-free method to rate motion artifacts in neuroimaging. 101897 - Jia You
3D dissimilar-siamese-u-net for hyperdense Middle cerebral artery sign segmentation. 101898
- Md. Ziaul Hoque
Retinex model based stain normalization technique for whole slide image analysis. 101901
- Henda Boudegga, Yaroub Elloumi
Fast and efficient retinal blood vessel segmentation method based on deep learning network. 101902
- Shima Nofallah, Sachin Mehta, Ezgi Mercan, Stevan Knezevich, Caitlin J. May, Donald L. Weaver, Daniela M. Witten, Joann G. Elmore
Corrigendum to "Machine learning techniques for mitoses classification" [Comput. Med. Imaging Graphics 87 January (2021) 101832]. 101903
- Dongdong Gu, Guocai Liu, Xiaohuan Cao, Zhong Xue
A consistent deep registration network with group data modeling. 101904
- Ruotong Li
Towards quantitative and intuitive percutaneous tumor puncture via augmented virtual reality. 101905
- Soleil Hernandez
Development and dosimetric assessment of an automatic dental artifact classification tool to guide artifact management techniques in a fully automated treatment planning workflow. 101907 - Valeriia Abramova, Albert Clérigues
Hemorrhagic stroke lesion segmentation using a 3D U-Net with squeeze-and-excitation blocks. 101908
- Mengyun Qiao, Shiteng Suo, Fang Cheng, Jia Hua, Dan Xue, Yi Guo
Three-dimensional breast tumor segmentation on DCE-MRI with a multilabel attention-guided joint-phase-learning network. 101909 - Samaneh Abolpour Mofrad
A predictive framework based on brain volume trajectories enabling early detection of Alzheimer's disease. 101910 - Kamal Hammouda
A multiparametric MRI-based CAD system for accurate diagnosis of bladder cancer staging. 101911
- Jie Su, Jinjun Han, Jinming Song:
A benchmark bone marrow aspirate smear dataset and a multi-scale cell detection model for the diagnosis of hematological disorders. 101912
- Satoru Mizusawa
Computed tomography image reconstruction using stacked U-Net. 101920
- Mohammed Chachan Younis
Evaluation of deep learning approaches for identification of different corona-virus species and time series prediction. 101921 - Xinyu Zhang, Cuixia Liang, Dong Zeng, Xiaocong Jiang, Rikui Zhong, Yuhong Lan, Jianhua Ma, Li Bai:
Pattern classification for breast lesion on FFDM by integration of radiomics and deep features. 101922
- Yanbo Feng, Adel Hafiane
A deep learning based multiscale approach to segment the areas of interest in whole slide images. 101923
- Mohammad Arafat Hussain
Learnable image histograms-based deep radiomics for renal cell carcinoma grading and staging. 101924
- Zhemin Zhuang, Wanli Ding
Tumor classification in automated breast ultrasound (ABUS) based on a modified extracting feature network. 101925
- Haoyue Zhang
Intra-domain task-adaptive transfer learning to determine acute ischemic stroke onset time. 101926 - Tariq Rahim
Compressed medical imaging based on average sparsity model and reweighted analysis of multiple basis pursuit. 101927 - Guang Yang, Heye Zhang, David N. Firmin, Shuo Li:
Recent advances in artificial intelligence for cardiac imaging. 101928
- Guyue Zhang
Lesion synthesis to improve intracranial hemorrhage detection and classification for CT images. 101929
- Massimo Salvi
Automated assessment of glomerulosclerosis and tubular atrophy using deep learning. 101930
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