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Bin Zheng

School of Electrical and Computer Engineering, University of Oklahoma, Norman, OK, USA

Recent advances and clinical applications of deep learning in medical image analysis


May 27, 2021
Xuxin Chen, Ximin Wang, Ke Zhang, Roy Zhang, Kar-Ming Fung, Theresa C. Thai, Kathleen Moore, Robert S. Mannel, Hong Liu, Bin Zheng, Yuchen Qiu


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Automatic Pulmonary Artery and Vein Separation Algorithm Based on Multitask Classification Network and Topology Reconstruction in Chest CT Images


Mar 22, 2021
Lin Pan, Yaoyong Zheng, Liqin Huang, Liuqing Chen, Zhen Zhang, Rongda Fu, Bin Zheng, Shaohua Zheng


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Coarse-to-fine Airway Segmentation Using Multi information Fusion Network and CNN-based Region Growing


Feb 25, 2021
Jinquan Guo, Rongda Fu, Lin Pan, Shaohua Zheng, Liqin Huang, Bin Zheng, Bingwei He


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Interpretative Computer-aided Lung Cancer Diagnosis: from Radiology Analysis to Malignancy Evaluation


Feb 22, 2021
Shaohua Zheng, Zhiqiang Shen, Chenhao Peia, Wangbin Ding, Haojin Lin, Jiepeng Zheng, Lin Pan, Bin Zheng, Liqin Huang

* 11 pages, 8 figures 

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Evaluation of company investment value based on machine learning


Sep 30, 2020
Junfeng Hu, Xiaosa Li, Yuru Xu, Shaowu Wu, Bin Zheng


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Applying a random projection algorithm to optimize machine learning model for breast lesion classification


Sep 09, 2020
Morteza Heidari, Sivaramakrishnan Lakshmivarahan, Seyedehnafiseh Mirniaharikandehei, Gopichandh Danala, Sai Kiran R. Maryada, Hong Liu, Bin Zheng

* 11 pages, 6 figures 

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Applying a random projection algorithm to optimize machine learning model for predicting peritoneal metastasis in gastric cancer patients using CT images


Sep 01, 2020
Seyedehnafiseh Mirniaharikandehei, Morteza Heidari, Gopichandh Danala, Sivaramakrishnan Lakshmivarahan, Bin Zheng

* 24 pages, 7 figures 

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Improving performance of CNN to predict likelihood of COVID-19 using chest X-ray images with preprocessing algorithms


Jun 11, 2020
Morteza Heidari, Seyedehnafiseh Mirniaharikandehei, Abolfazl Zargari Khuzani, Gopichandh Danala, Yuchen Qiu, Bin Zheng

* 11 pages, 5 figures, 2 tables 

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SD-CNN: a Shallow-Deep CNN for Improved Breast Cancer Diagnosis


Oct 26, 2018
Fei Gao, Teresa Wu, Jing Li, Bin Zheng, Lingxiang Ruan, Desheng Shang, Bhavika Patel

* Computerized Medical Imaging and Graphics (2018) 70 53-62 

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