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ORCIDComputerized 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, Aie Liu, Lei Chen, Shiyuan Liu:
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, Mariana P. Bento, Letícia Rittner, Fernando Cendes, Roberto A. Lotufo:
Automatic MR image quality evaluation using a Deep CNN: A reference-free method to rate motion artifacts in neuroimaging. 101897 - Jia You, Philip L. H. Yu, Anderson C. O. Tsang, Eva L. H. Tsui, Pauline P. S. Woo, Carrie Siu Man Lui, Gilberto K. K. Leung, Neeraj Mahboobani, Chi-yeung Chu, Wing-ho Chong, Wai-lun Poon:
3D dissimilar-siamese-u-net for hyperdense Middle cerebral artery sign segmentation. 101898
- Md. Ziaul Hoque, Anja Keskinarkaus, Pia Nyberg, Tapio Seppänen:
Retinex model based stain normalization technique for whole slide image analysis. 101901
- Henda Boudegga, Yaroub Elloumi, Mohamed Akil, Mohamed Hedi Bedoui, Rostom Kachouri, Asma Ben Abdallah:
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, Linda G. Shapiro:
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, Dinggang Shen:
A consistent deep registration network with group data modeling. 101904
- Ruotong Li, Yuqi Tong, Tianpei Yang, Jianxi Guo, Weixin Si, Yanfang Zhang, Reinhard Klein, Pheng-Ann Heng:
Towards quantitative and intuitive percutaneous tumor puncture via augmented virtual reality. 101905
- Soleil Hernandez, Carlos Sjogreen, Skylar S. Gay, Callistus M. Nguyen, Tucker J. Netherton, Adenike Olanrewaju, Lifei Joy Zhang, Dong Joo Rhee, José David Méndez, Laurence E. Court, Carlos E. Cárdenas S.:
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, Ana Quiles, Deysi Garcia Figueredo, Yolanda Silva, Salvador Pedraza, Arnau Oliver, Xavier Lladó:
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, Jianrong Xu, Yuanyuan Wang:
Three-dimensional breast tumor segmentation on DCE-MRI with a multilabel attention-guided joint-phase-learning network. 101909 - Samaneh Abolpour Mofrad, Arvid Lundervold, Alexander Selvikvåg Lundervold, Alzheimer's Disease Neuroimaging Initiative:
A predictive framework based on brain volume trajectories enabling early detection of Alzheimer's disease. 101910 - Kamal Hammouda, Fahmi Khalifa, Ahmed Soliman, Mohammed Ghazal, Mohamed Abou El-Ghar, Mohammed Ali Badawy, Hanan E. Darwish, Adel Khelifi, Ayman El-Baz:
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, Yuichi Sei, Ryohei Orihara, Akihiko Ohsuga:
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, Hélène Laurent:
A deep learning based multiscale approach to segment the areas of interest in whole slide images. 101923
- Mohammad Arafat Hussain, Ghassan Hamarneh, Rafeef Garbi:
Learnable image histograms-based deep radiomics for renal cell carcinoma grading and staging. 101924
- Zhemin Zhuang, Wanli Ding, Shuxin Zhuang, Alex Noel Joseph Raj, Jinhong Wang, Wang Zhou, Chuliang Wei:
Tumor classification in automated breast ultrasound (ABUS) based on a modified extracting feature network. 101925
- Haoyue Zhang, Jennifer S. Polson, Kambiz Nael, Noriko Salamon, Bryan Yoo, Suzie El-Saden, Fabien Scalzo, William Speier, Corey W. Arnold:
Intra-domain task-adaptive transfer learning to determine acute ischemic stroke onset time. 101926 - Tariq Rahim, Ledya Novamizanti, I Nyoman Apraz Ramatryana, Soo Young Shin:
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, Kaixing Chen, Shangliang Xu, Po Chuan Cho, Yang Nan, Xin Zhou, Chuanfeng Lv, Changsheng Li, Guotong Xie:
Lesion synthesis to improve intracranial hemorrhage detection and classification for CT images. 101929
- Massimo Salvi, Alessandro Mogetta, Alessandro Gambella, Luca Molinaro, Antonella Barreca, Mauro Papotti, Filippo Molinari:
Automated assessment of glomerulosclerosis and tubular atrophy using deep learning. 101930
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