Hong Liu

Publication Activity (10 Years)

Years Active: 2000-2022
Publications (10 Years): 25

Top Topics

Automatically Segmenting

Feature Analysis

Top Venues

Medical Imaging: Computer-Aided Diagnosis

Comput. Methods Programs Biomed.

IEEE Trans. Biomed. Eng.

Publications

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)
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 (2022)
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 (2022)
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 (2021)
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) (2021)
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 (2020)
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 (2020)
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) (2020)
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)
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)
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)
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) (2018)
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)
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)
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)
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)
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 (2017)
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)
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) (2016)
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)
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) (2016)
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)
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)
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 (2016)
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)
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)
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)
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)
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)
Aminmohammad Roozgard, Samuel Cheng, Hong Liu
Malignant nodule detection on lung CT scan images with kernel RX-algorithm. BHI (2012)
Dianchao Liu, Samuel Cheng, Dee Wu, Hong Liu, Pramode K. Verma
3D Surface Reconstruction via Graph Cuts. IPCV (2010)
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) (2009)
Molly Donovan Wong, Da Zhang, John Rong, Xizeng Wu, Hong Liu
Optimizing photon fluence measurements for the accurate determination of detective quantum efficiency. J. Electronic Imaging 18 (4) (2009)
Surya C. Gnyawali, Yicho Chen, Feng Wu, Kenneth E. Bartels, James P. Wicksted, Hong Liu, Chandan K. Sen, Wei R. Chen
Temperature measurement on tissue surface during laser irradiation. Medical Biol. Eng. Comput. 46 (2) (2008)
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) (2008)
Da Zhang, Molly Donovan Wong, Laurie Lee Fajardo, Ann Archer, Xizeng Wu, Hong Liu
Preliminary Feasibility Study of an In-line Phase Contrast X-Ray Imaging Prototype. IEEE Trans. Biomed. Eng. 55 (9) (2008)
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) (2008)
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) (2008)
Da Zhang, John Rong, Wei R. Chen, Feng Gao, Kexin Xu, Xizeng Wu, Hong Liu
Impact of Additive Noise on System Performance of a Digital X-ray Imaging System. IEEE Trans. Biomed. Eng. 54 (1) (2007)
Qirong Zhang, John Rong, Xizeng Wu, Yuhua Li, Wei R. Chen, Hong Liu
Impacts of Filtration on Contrast-Detail Detectability of an X-ray Imaging System. Int. J. Biomed. Imaging 2006 (2006)
Qirong Zhang, Yuhua Li, Ben Steele, Xizeng Wu, Wei R. Chen, John Rong, Hong Liu
Comparison of a CMOS-based and a CCD-based digital x-ray imaging system: Observer studies. J. Electronic Imaging 14 (2) (2005)
Qirong Zhang, Yuhua Li, Ben Steele, Wei R. Chen, Xizeng Wu, John Cheung, Hong Liu
Contrast-detail Analysis of a CMOS-based Digital X-ray Imaging System. CATA (2004)
Hangyi Jiang, Wei R. Chen, Hong Liu
Techniques to improve the accuracy and to reduce the variance in noise power spectrum measurement. IEEE Trans. Biomed. Eng. 49 (11) (2002)
Minyan Shi, Hong Liu, Gang Tao
A stereo-fluoroscopic image-guided robotic biopsy scheme. IEEE Trans. Control. Syst. Technol. 10 (3) (2002)
Abby Deans, Hong Liu, Williams Jung, Dechun Li, Xiaoguang Song, Laurie Lee Fajardo
Digital Fluorescence Technique for Biomedical Applications. AIPR (2000)