Hui Li

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 21

Top Topics

Risk Assessment

Top Venues

Medical Imaging: Computer-Aided Diagnosis

Medical Imaging: Image Perception, Observer Performance, and Technology Assessment

Medical Imaging: Digital Pathology

Publications

Lin Guo, Kunlei Hong, Ziqi Zhang, Bin Zheng, Stefan Jaeger, Jordan D. Fuhrman, Hui Li, Maryellen L. Giger, Andrei Gabrielian, Alex Rosenthal, Darrell E. Hurt, Ziv Yaniv, Y. M. Fleming Lure
Assessing an AI-based smart imagery framing and truthing (SIFT) system to assist radiologists annotating lung abnormalities on chest x-ray images for development of deep learning models. Medical Imaging: Computer-Aided Diagnosis (2023)
J. L. Cozzi, Hui Li, Julian Conn Busch, J. Williams, Li Lan, X. Keutgen, Maryellen L. Giger
Novel integration of radiomics and deep transfer learning for diagnosis of indeterminate thyroid nodules on ultrasound. Medical Imaging: Computer-Aided Diagnosis (2023)
Heather M. Whitney, Hui Li, Karen Drukker, Michael Reeve, Maryellen L. Giger
Investigation of demographic implicit discrimination and disparate impact in chest radiography image-based AI for COVID-19 severity prediction. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2023)
Karen Drukker, Hui Li, Maryellen L. Giger
Longitudinal robustness of a thoracic radiographic AI model for COVID-19 severity prediction. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2023)
Natalie M. Baughan, Lindsay Douglas, Maya Ballard, Esther Seoyeon Lee, Alexandra Edwards, Li Lan, Hui Li, Maryellen L. Giger
Association between DCE MRI background parenchymal enhancement and mammographic texture features. Medical Imaging: Computer-Aided Diagnosis (2022)
Heather M. Whitney, Yu Ji, Hui Li, Peifang Liu, Maryellen L. Giger
Effect of different molecular subtype reference standards in AI training: implications for DCE-MRI radiomics of breast cancers. Medical Imaging: Computer-Aided Diagnosis (2022)
Bradie M. Ferguson, Madeleine S. Durkee, Rebecca Abraham, Junting Ai, Hui Li, Li Lan, Julian Bertini, Marcus R. Clark, Maryellen L. Giger
Radiomic texture analysis of immunofluorescence images of lupus nephritis biopsies to predict patient progression to end-stage renal disease. Medical Imaging: Digital Pathology (2021)
Jordan D. Fuhrman, Linnea Kremer, Yeqing Zhu, Rowena Yip, Feng Li, Li Lan, Hui Li, Artit C. Jirapatnakul, Claudia I. Henschke, David F. Yankelevitz, Maryellen L. Giger
Radiomic texture analysis for the assessment of osteoporosis on low-dose thoracic CT scans. Medical Imaging: Computer-Aided Diagnosis (2021)
Paul Amstutz, Karen Drukker, Hui Li, Hiroyuki Abe, Maryellen L. Giger, Heather M. Whitney
Case-based diagnostic classification repeatability using radiomic features extracted from full-field digital mammography images of breast lesions. Medical Imaging: Computer-Aided Diagnosis (2021)
Natalie M. Baughan, Hui Li, Li Lan, Chun-Wai Chan, Matthew Embury, Gary Whitman, Randa El-Zein, Isabelle Bedrosian, Maryellen L. Giger
Parenchymal field effect analysis for breast cancer risk assessment: evaluation of FFDM radiomic similarity. Medical Imaging: Computer-Aided Diagnosis (2021)
Heather M. Whitney, Hui Li, Yu Ji, Peifang Liu, Maryellen L. Giger
Comparison of Breast MRI Tumor Classification Using Human-Engineered Radiomics, Transfer Learning From Deep Convolutional Neural Networks, and Fusion Method. Proc. IEEE 108 (1) (2020)
Madeleine S. Durkee, Bradie M. Ferguson, Rebecca Abraham, Li Lan, Hui Li, Marcus R. Clark, Maryellen L. Giger
Preliminary radiomic texture analysis of high-channel fluorescence confocal images of triple-negative breast cancer biopsies. Medical Imaging: Digital Pathology (2020)
Rachel Anderson, Hui Li, Yu Ji, Peifang Liu, Maryellen L. Giger
Evaluating deep learning techniques for dynamic contrast-enhanced MRI in the diagnosis of breast cancer. Medical Imaging: Computer-Aided Diagnosis (2019)
Heather M. Whitney, Yu Ji, Hui Li, Alexandra Edwards, John Papaioannou, Peifang Liu, Maryellen L. Giger
Effect of diversity of patient population and acquisition systems on the use of radiomics and machine learning for classification of 2, 397 breast lesions. Medical Imaging: Computer-Aided Diagnosis (2019)
Kayla R. Mendel, Hui Li, Nabihah Tayob, Randa El-Zein, Isabelle Bedrosian, Maryellen L. Giger
Temporal mammographic registration for evaluation of architecture changes in cancer risk assessment. Medical Imaging: Computer-Aided Diagnosis (2019)
Kayla R. Mendel, Hui Li, Li Lan, Chun-Wai Chan, Lauren M. King, Nabihah Tayob, Gary Whitman, Randa El-Zein, Isabelle Bedrosian, Maryellen L. Giger
Temporal assessment of radiomic features on clinical mammography in a high-risk population. Medical Imaging: Computer-Aided Diagnosis (2018)
Hui Li, Kayla R. Mendel, John H. Lee, Li Lan, Maryellen L. Giger
Deep learning in breast cancer risk assessment: evaluation of fine-tuned convolutional neural networks on a clinical dataset of FFDMs. Medical Imaging: Computer-Aided Diagnosis (2018)
Joseph J. Foy, Prerana Mitta, Lauren R. Nowosatka, Kayla R. Mendel, Hui Li, Maryellen L. Giger, Hania A. Al-Hallaq, Samuel G. Armato III
Variations in algorithm implementation among quantitative texture analysis software packages. Medical Imaging: Computer-Aided Diagnosis (2018)
Hui Li, Deepa Sheth, Kayla R. Mendel, Li Lan, Maryellen L. Giger
Deep learning in computer-aided diagnosis incorporating mammographic characteristics of both tumor and parenchyma stroma. IWBI (2018)
Kayla R. Mendel, Hui Li, Deepa Sheth, Maryellen L. Giger
Transfer learning with convolutional neural networks for lesion classification on clinical breast tomosynthesis. Medical Imaging: Computer-Aided Diagnosis (2018)
Kayla R. Mendel, Hui Li, Maryellen L. Giger
Quantitative breast MRI radiomics for cancer risk assessment and the monitoring of high-risk populations. Medical Imaging: Computer-Aided Diagnosis (2016)
Maryellen L. Giger, Hui Li, Li Lan, Hiroyuki Abe, Gillian Newstead
Quantitative MRI Phenotyping of Breast Cancer across Molecular Classification Subtypes. Digital Mammography / IWDM (2014)
Hui Li, Maryellen L. Giger, Li Lan, Jeremy Bancroft Brown, Aoife MacMahon, Mary Mussman, Olufunmilayo I. Olopade, Charlene A. Sennett
Computerized Analysis of Mammographic Parenchymal Patterns on a Large Clinical Dataset of Full-Field Digital Mammograms: Robustness Study with Two High-Risk Datasets. J. Digit. Imaging 25 (5) (2012)
Hui Li, Maryellen L. Giger, Olufunmilayo I. Olopade, Li Lan
Validation of Mammographic Texture Analysis for Assessment of Breast Cancer Risk. Digital Mammography / IWDM (2010)
Neha Bhooshan, Maryellen L. Giger, Karen Drukker, Yading Yuan, Hui Li, Stephanie McCann, Gillian Newstead, Charlene A. Sennett
Performance of Triple-Modality CADx on Breast Cancer Diagnostic Classification. Digital Mammography / IWDM (2010)
Hui Li, Maryellen L. Giger, Li Lan, Yading Yuan, Neha Bhooshan, Olufunmilayo I. Olopade
Effect of variable gain on computerized texture analysis on digitalized mammograms. Medical Imaging: Computer-Aided Diagnosis (2010)
Yading Yuan, Maryellen L. Giger, Hui Li, Charlene A. Sennett
Breast cancer classification with mammography and DCE-MRI. Medical Imaging: Computer-Aided Diagnosis (2009)
Hui Li, Maryellen L. Giger, Yading Yuan, Sanaz A. Jansen, Li Lan, Neha Bhooshan, Gillian M. Newstead
Computerized breast parenchymal analysis on DCE-MRI. Medical Imaging: Computer-Aided Diagnosis (2009)
Neha Bhooshan, Maryellen L. Giger, Darrin C. Edwards, Karen Drukker, Sanaz Jansen, Hui Li, Li Lan, Gillian Newstead
Using three-class BANN classifier in the automated analysis of breast cancer lesions in DCE-MRI. Medical Imaging: Computer-Aided Diagnosis (2009)
Yading Yuan, Maryellen L. Giger, Hui Li, Charlene A. Sennett
Correlative feature analysis of FFDM images. Medical Imaging: Computer-Aided Diagnosis (2008)
Hui Li, Maryellen L. Giger, Olufunmilayo I. Olopade, Michael R. Chinander
Power Spectral Analysis of Mammographic Parenchymal Patterns for Breast Cancer Risk Assessment. J. Digit. Imaging 21 (2) (2008)
Yading Yuan, Maryellen L. Giger, Hui Li, Li Lan, Charlene A. Sennett
Identifying Corresponding Lesions from CC and MLO Views Via Correlative Feature Analysis. Digital Mammography / IWDM (2008)
Hui Li, Maryellen L. Giger, Yading Yuan, Li Lan, Charlene A. Sennett
Performance of CADx on a Large Clinical Database of FFDM Images. Digital Mammography / IWDM (2008)
Maryellen L. Giger, Yading Yuan, Hui Li, Karen Drukker, Weijie Chen, Li Lan, Karla Horsch
Progress in Breast Cadx. ISBI (2007)
Li Lan, Maryellen L. Giger, Joel R. Wilkie, Tamara J. Vokes, Weijie Chen, Hui Li, Tracy Lyons, Michael R. Chinander, Ann Pham
Automatic selection of region of interest for radiographic texture analysis. Medical Imaging: Computer-Aided Diagnosis (2007)
Hui Li, Maryellen L. Giger, Olufunmilayo I. Olopade
Power spectral analysis of mammographic parenchymal patterns. Medical Imaging: Image Processing (2006)
Yading Yuan, Maryellen L. Giger, Kenji Suzuki, Hui Li, Andrew R. Jamieson
A two-stage method for lesion segmentation on digital mammograms. Medical Imaging: Image Processing (2006)
Hui Li, Maryellen L. Giger, Yading Yuan, Li Lan, Kenji Suzuki, Andrew R. Jamieson, Laura Yarusso, Robert M. Nishikawa, Charlene A. Sennett
Comparison of Computerized Image Analyses for Digitized Screen-Film Mammograms and Full-Field Digital Mammography Images. Digital Mammography / IWDM (2006)
Hui Li, Maryellen L. Giger, Olufunmilayo I. Olopade, Anna Margolis, Li Lan, Ioana Bonta
Computerized texture analysis of mammographic parenchymal patterns of digitized mammograms. CARS (2004)
Michael R. Chinander, Maryellen L. Giger, Vit Jaros, Tamara J. Vokes, Hui Li
Texture analysis of peripheral bone densitometry images to aid the assessment of risk for fracture. CARS (2004)
Hui Li, Maryellen Lissak Giger, Zhimin Huo, Olufunmilayo I. Olopade, Michael R. Chinander, Li Lan, Ioana R. Bonta
Computerized analysis of mammographic parenchymal patterns using fractal analysis. Medical Imaging: Image Processing (2003)
Maryellen Lissak Giger, Li Lan, Zhimin Huo, Carl J. Vyborny, Hui Li
Comparison of approaches for risk-modulated CAD. Medical Imaging: Image Processing (2003)