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ORCIDBin Zheng 0001
- > Home > Persons > Bin Zheng 0001
Publications
- 2022
[j34]Xuxin Chen
, Ximin Wang, Ke Zhang, Kar-Ming Fung, Theresa C. Thai, Kathleen Moore, Robert S. Mannel, Hong Liu, Bin Zheng, Yuchen Qiu:
Recent advances and clinical applications of deep learning in medical image analysis. Medical Image Anal. 79: 102444 (2022)- [c79]Seyedehnafiseh Mirniaharikandehei, Alan B. Hollingsworth, Meredith A. Jones, Hong Liu, Yuchen Qiu, Bin Zheng:
Assessment of a new CAD-generated imaging marker to predict risk of having mammography-occult tumors. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment 2022 - [i7]Xuxin Chen, Ximin Wang, Ke Zhang, Kar-Ming Fung, Theresa C. Thai, Kathleen Moore, Robert S. Mannel, Hong Liu, Bin Zheng, Yuchen Qiu:
Virtual Adversarial Training for Semi-supervised Breast Mass Classification. CoRR abs/2201.10675 (2022) - [i6]Xuxin Chen, Ke Zhang, Neman Abdoli, Patrik W. Gilley, Ximin Wang, Hong Liu, Bin Zheng, Yuchen Qiu:
Transformers Improve Breast Cancer Diagnosis from Unregistered Multi-View Mammograms. CoRR abs/2206.10096 (2022) - 2021
- [j31]Morteza Heidari, Sivaramakrishnan Lakshmivarahan, Seyedehnafiseh Mirniaharikandehei, Gopichandh Danala, Sai Kiran Reddy Maryada, Hong Liu, Bin Zheng:
Applying a Random Projection Algorithm to Optimize Machine Learning Model for Breast Lesion Classification. IEEE Trans. Biomed. Eng. 68(9): 2764-2775 (2021) - [i5]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:
Recent advances and clinical applications of deep learning in medical image analysis. CoRR abs/2105.13381 (2021) - 2020
- [j29]Xuxin Chen, Wei Liu, Theresa C. Thai, Tara Castellano, Camille C. Gunderson, Kathleen Moore, Robert S. Mannel, Hong Liu, Bin Zheng, Yuchen Qiu:
Developing a new radiomics-based CT image marker to detect lymph node metastasis among cervical cancer patients. Comput. Methods Programs Biomed. 197: 105759 (2020) - [j27]Morteza Heidari, Seyedehnafiseh Mirniaharikandehei, Wei Liu, Alan B. Hollingsworth, Hong Liu, Bin Zheng:
Development and Assessment of a New Global Mammographic Image Feature Analysis Scheme to Predict Likelihood of Malignant Cases. IEEE Trans. Medical Imaging 39(4): 1235-1244 (2020) - [i2]Morteza Heidari, Sivaramakrishnan Lakshmivarahan, Seyedehnafiseh Mirniaharikandehei, Gopichandh Danala, Sai Kiran Reddy Maryada, Hong Liu, Bin Zheng:
Applying a random projection algorithm to optimize machine learning model for breast lesion classification. CoRR abs/2009.09937 (2020) - 2019
- [j25]Xuxin Chen, Abolfazl Zargari, Alan B. Hollingsworth, Hong Liu, Bin Zheng, Yuchen Qiu:
Applying a new quantitative image analysis scheme based on global mammographic features to assist diagnosis of breast cancer. Comput. Methods Programs Biomed. 179 (2019) - [c70]Faranak Aghaei, Alan B. Hollingsworth, Seyedehnafiseh Mirniaharikandehei, Yunzhi Wang, Hong Liu, Bin Zheng:
Developing a new quantitative imaging marker to predict pathological complete response to neoadjuvant chemotherapy. Medical Imaging: Computer-Aided Diagnosis 2019: 109502O - 2018
- [j21]Di Wu, Molly Donovan Wong, Kai Yang, Aimin Yan, Yuhua Li, Laurie Lee Fajardo, Bin Zheng, Xizeng Wu, Hong Liu:
Using Microbubble as Contrast Agent for High-Energy X-Ray In-line Phase Contrast Imaging: Demonstration and Comparison Study. IEEE Trans. Biomed. Eng. 65(5): 1117-1123 (2018) - [c67]Faranak Aghaei, Gopichandh Danala, Yunzhi Wang, Ali Zarafshani, Wei Qian, Hong Liu, Bin Zheng:
Association between mammogram density and background parenchymal enhancement of breast MRI. Medical Imaging: Computer-Aided Diagnosis 2018: 105752O - [c64]Faranak Aghaei, Gopichandh Danala, Alan B. Hollingsworth, Rebecca G. Stough, Melanie Pearce, Hong Liu, Bin Zheng:
Applying a new mammographic imaging marker to predict breast cancer risk. Medical Imaging: Computer-Aided Diagnosis 2018: 105753N - [c62]Yue Du, Roy Zhang, Abolfazl Zargari, Theresa C. Thai, Camille C. Gunderson, Katherine M. Moxley, Hong Liu, Bin Zheng, Yuchen Qiu:
A performance comparison of low- and high-level features learned by deep convolutional neural networks in epithelium and stroma classification. Medical Imaging: Digital Pathology 2018: 1058116 - 2017
- [j18]Yunzhi Wang, Yuchen Qiu, Theresa C. Thai, Kathleen N. Moore, Hong Liu, Bin Zheng:
A two-step convolutional neural network based computer-aided detection scheme for automatically segmenting adipose tissue volume depicting on CT images. Comput. Methods Programs Biomed. 144: 97-104 (2017) - [c58]Yunzhi Wang, Yuchen Qiu, Theresa C. Thai, Kathleen N. Moore, Hong Liu, Bin Zheng:
Applying a deep learning based CAD scheme to segment and quantify visceral and subcutaneous fat areas from CT images. Medical Imaging: Computer-Aided Diagnosis 2017: 101343G - [c57]Gopichandh Danala, Yunzhi Wang, Theresa C. Thai, Camille Gunderson, Katherine Moxley, Kathleen N. Moore, Robert S. Mannel, Hong Liu, Bin Zheng, Yuchen Qiu:
Apply radiomics approach for early stage prognostic evaluation of ovarian cancer patients: a preliminary study. Medical Imaging: Computer-Aided Diagnosis 2017: 1013449 - 2016
- [j17]Yunzhi Wang, Yuchen Qiu, Theresa C. Thai, Kathleen N. Moore, Hong Liu, Bin Zheng:
Applying a computer-aided scheme to detect a new radiographic image marker for prediction of chemotherapy outcome. BMC Medical Imaging 16: 52 (2016) - [j16]Nastaran Emaminejad, Wei Qian, Yubao Guan, Maxine Tan, Yuchen Qiu, Hong Liu, Bin Zheng:
Fusion of Quantitative Image and Genomic Biomarkers to Improve Prognosis Assessment of Early Stage Lung Cancer Patients. IEEE Trans. Biomed. Eng. 63(5): 1034-1043 (2016) - [j15]Maxine Tan, Zheng Li, Yuchen Qiu, Scott D. McMeekin, Theresa C. Thai, Kai Ding, Kathleen N. Moore, Hong Liu, Bin Zheng:
A New Approach to Evaluate Drug Treatment Response of Ovarian Cancer Patients Based on Deformable Image Registration. IEEE Trans. Medical Imaging 35(1): 316-325 (2016) - [c53]Maxine Tan, Faranak Aghaei, Alan B. Hollingsworth, Rebecca G. Stough, Hong Liu, Bin Zheng:
Increasing cancer detection yield of breast MRI using a new CAD scheme of mammograms. Medical Imaging: Computer-Aided Diagnosis 2016: 97850R - [c52]Yunzhi Wang, Yuchen Qiu, Theresa C. Thai, Kathleen N. Moore, Kai Ding, Hong Liu, Bin Zheng:
Applying quantitative adiposity feature analysis models to predict benefit of bevacizumab-based chemotherapy in ovarian cancer patients. Medical Imaging: Computer-Aided Diagnosis 2016: 97850U - [c49]Maxine Tan, Zheng Li, Kathleen N. Moore, Theresa C. Thai, Kai Ding, Hong Liu, Bin Zheng:
A B-spline image registration based CAD scheme to evaluate drug treatment response of ovarian cancer patients. Medical Imaging: Computer-Aided Diagnosis 2016: 97853D - [c48]Yuchen Qiu, Shiju Yan, Maxine Tan, Samuel Cheng, Hong Liu, Bin Zheng:
Computer-aided classification of mammographic masses using the deep learning technology: a preliminary study. Medical Imaging: Computer-Aided Diagnosis 2016: 978520 - [c47]Yuchen Qiu, Yunzhi Wang, Shiju Yan, Maxine Tan, Samuel Cheng, Hong Liu, Bin Zheng:
An initial investigation on developing a new method to predict short-term breast cancer risk based on deep learning technology. Medical Imaging: Computer-Aided Diagnosis 2016: 978521 - 2015
- [c44]Sreeram Dhurjaty, Yuchen Qiu, Maxine Tan, Hong Liu, Bin Zheng:
A new application of electrical impedance spectroscopy for measuring glucose metabolism: a phantom study. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2015: 94172K - [c42]Yuchen Qiu, Maxine Tan, Scott D. McMeekin, Theresa C. Thai, Kathleen N. Moore, Kai Ding, Hong Liu, Bin Zheng:
Evaluation of chemotherapy response in ovarian cancer treatment using quantitative CT image biomarkers: a preliminary study. Medical Imaging: Computer-Aided Diagnosis 2015: 94143G - [c41]Maxine Tan, Joseph K. Leader, Hong Liu, Bin Zheng:
Association of mammographic image feature change and an increasing risk trend of developing breast cancer: an assessment. Medical Imaging: Computer-Aided Diagnosis 2015: 941416 - [c36]Yuchen Qiu, Xianglan Lu, Maxine Tan, Shibo Li, Hong Liu, Bin Zheng:
An automated approach to improve efficacy in detecting residual malignant cancer cell for facilitating prognostic assessment of leukemia: an initial study. Medical Imaging: Digital Pathology 2015: 94200X - 2009
- [j7]Xingwei Wang, Bin Zheng, Shibo Li, John J. Mulvihill, Marc C. Wood, Hong Liu:
Automated classification of metaphase chromosomes: Optimization of an adaptive computerized scheme. J. Biomed. Informatics 42(1): 22-31 (2009) - 2008
- [j4]Xingwei Wang, Bin Zheng, Shibo Li, John J. Mulvihill, Hong Liu:
A rule-based computer scheme for centromere identification and polarity assignment of metaphase chromosomes. Comput. Methods Programs Biomed. 89(1): 33-42 (2008) - [j3]Xingwei Wang, Shibo Li, Hong Liu, Marc C. Wood, Wei R. Chen, Bin Zheng:
Automated identification of analyzable metaphase chromosomes depicted on microscopic digital images. J. Biomed. Informatics 41(2): 264-271 (2008) - [j2]Xingwei Wang, Bin Zheng, Shibo Li, John J. Mulvihill, Hong Liu:
Development and assessment of an integrated computer-aided detection scheme for digital microscopic images of metaphase chromosomes. J. Electronic Imaging 17(4): 043008 (2008)
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