Hui Li

Publication Activity (10 Years)

Years Active: 2003-2020
Publications (10 Years): 11

Top Topics

Risk Assessment

Top Venues

Medical Imaging: Computer-Aided Diagnosis

J. Digit. Imaging

Publications

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)