Hui Li - RankMe

44 papers B 4Journal 5Unranked 35

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	AI analysis of medical images at scale as a health disparities probe: a feasibility demonstration using chest radiographs. CoRR Heather M. Whitney, Hui Li, Karen Drukker, Elbert Huang, Maryellen L. Giger
2025	J	`jnl`	Multi-institutional development and testing of attention-enhanced deep learning segmentation of thyroid nodules on ultrasound. Int. J. Comput. Assist. Radiol. Surg. Joseph L. Cozzi, Hui Li, Jordan D. Fuhrman, Li Lan, Jelani Williams, Brendan Finnerty, Thomas J. Fahey, Abhinay Tumati, Joshua Genender, Xavier M. Keutgen, Maryellen L. Giger
2023	—	`conf`	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. Computer-Aided Diagnosis 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
2023	—	`conf`	Investigation of demographic implicit discrimination and disparate impact in chest radiography image-based AI for COVID-19 severity prediction. Image Perception, Observer Performance, and Technology Assessment Heather M. Whitney, Hui Li, Karen Drukker, Michael Reeve, Maryellen L. Giger
2023	—	`conf`	Longitudinal robustness of a thoracic radiographic AI model for COVID-19 severity prediction. Image Perception, Observer Performance, and Technology Assessment Karen Drukker, Hui Li, Maryellen L. Giger
2023	—	`conf`	Novel integration of radiomics and deep transfer learning for diagnosis of indeterminate thyroid nodules on ultrasound. Computer-Aided Diagnosis J. L. Cozzi, Hui Li, Julian Conn Busch, J. Williams, Li Lan, Xavier M. Keutgen, Maryellen L. Giger
2022	—	`conf`	Association between DCE MRI background parenchymal enhancement and mammographic texture features. Computer-Aided Diagnosis Natalie M. Baughan, Lindsay Douglas, Maya Ballard, Esther Seoyeon Lee, Alexandra Edwards, Li Lan, Hui Li, Maryellen L. Giger
2022	—	`conf`	Effect of different molecular subtype reference standards in AI training: implications for DCE-MRI radiomics of breast cancers. Computer-Aided Diagnosis Heather M. Whitney, Yu Ji, Hui Li, Peifang Liu, Maryellen L. Giger
2021	—	`conf`	Case-based diagnostic classification repeatability using radiomic features extracted from full-field digital mammography images of breast lesions. Computer-Aided Diagnosis Paul Amstutz, Karen Drukker, Hui Li, Hiroyuki Abe, Maryellen L. Giger, Heather M. Whitney
2021	—	`conf`	Parenchymal field effect analysis for breast cancer risk assessment: evaluation of FFDM radiomic similarity. Computer-Aided Diagnosis Natalie M. Baughan, Hui Li, Li Lan, Chun-Wai Chan, Matthew Embury, Gary Whitman, Randa El-Zein, Isabelle Bedrosian, Maryellen L. Giger
2021	—	`conf`	Radiomic texture analysis for the assessment of osteoporosis on low-dose thoracic CT scans. Computer-Aided Diagnosis 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
2021	—	`conf`	Radiomic texture analysis of immunofluorescence images of lupus nephritis biopsies to predict patient progression to end-stage renal disease. Digital Pathology Bradie M. Ferguson, Madeleine S. Durkee, Rebecca Abraham, Junting Ai, Hui Li, Li Lan, Julian Bertini, Marcus R. Clark, Maryellen L. Giger
2020	J	`jnl`	Comparison of Breast MRI Tumor Classification Using Human-Engineered Radiomics, Transfer Learning From Deep Convolutional Neural Networks, and Fusion Method. Proc. IEEE Heather M. Whitney, Hui Li, Yu Ji, Peifang Liu, Maryellen L. Giger
2020	—	`conf`	Preliminary radiomic texture analysis of high-channel fluorescence confocal images of triple-negative breast cancer biopsies. Digital Pathology Madeleine S. Durkee, Bradie M. Ferguson, Rebecca Abraham, Li Lan, Hui Li, Marcus R. Clark, Maryellen L. Giger
2019	—	`conf`	Effect of diversity of patient population and acquisition systems on the use of radiomics and machine learning for classification of 2, 397 breast lesions. Computer-Aided Diagnosis Heather M. Whitney, Yu Ji, Hui Li, Alexandra Edwards, John Papaioannou, Peifang Liu, Maryellen L. Giger
2019	—	`conf`	Evaluating deep learning techniques for dynamic contrast-enhanced MRI in the diagnosis of breast cancer. Computer-Aided Diagnosis Rachel Anderson, Hui Li, Yu Ji, Peifang Liu, Maryellen L. Giger
2019	—	`conf`	Temporal mammographic registration for evaluation of architecture changes in cancer risk assessment. Computer-Aided Diagnosis Kayla R. Mendel, Hui Li, Nabihah Tayob, Randa El-Zein, Isabelle Bedrosian, Maryellen L. Giger
2018	—	`conf`	Deep learning in breast cancer risk assessment: evaluation of fine-tuned convolutional neural networks on a clinical dataset of FFDMs. Computer-Aided Diagnosis Hui Li, Kayla R. Mendel, John H. Lee, Li Lan, Maryellen L. Giger
2018	—	`conf`	Deep learning in computer-aided diagnosis incorporating mammographic characteristics of both tumor and parenchyma stroma. IWBI Hui Li, Deepa Sheth, Kayla R. Mendel, Li Lan, Maryellen L. Giger
2018	—	`conf`	Temporal assessment of radiomic features on clinical mammography in a high-risk population. Computer-Aided Diagnosis 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
2018	—	`conf`	Transfer learning with convolutional neural networks for lesion classification on clinical breast tomosynthesis. Computer-Aided Diagnosis Kayla R. Mendel, Hui Li, Deepa Sheth, Maryellen L. Giger
2018	—	`conf`	Variations in algorithm implementation among quantitative texture analysis software packages. Computer-Aided Diagnosis Joseph J. Foy, Prerana Mitta, Lauren R. Nowosatka, Kayla R. Mendel, Hui Li, Maryellen L. Giger, Hania A. Al-Hallaq, Samuel G. Armato III
2016	—	`conf`	Quantitative breast MRI radiomics for cancer risk assessment and the monitoring of high-risk populations. Computer-Aided Diagnosis Kayla R. Mendel, Hui Li, Maryellen L. Giger
2014	—	`conf`	Quantitative MRI Phenotyping of Breast Cancer across Molecular Classification Subtypes. Digital Mammography / IWDM Maryellen L. Giger, Hui Li, Li Lan, Hiroyuki Abe, Gillian Newstead
2012	J	`jnl`	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 Hui Li, Maryellen L. Giger, Li Lan, Jeremy Bancroft Brown, Aoife MacMahon, Mary Mussman, Olufunmilayo I. Olopade, Charlene A. Sennett
2010	—	`conf`	Effect of variable gain on computerized texture analysis on digitalized mammograms. Computer-Aided Diagnosis Hui Li, Maryellen L. Giger, Li Lan, Yading Yuan, Neha Bhooshan, Olufunmilayo I. Olopade
2010	—	`conf`	Performance of Triple-Modality CADx on Breast Cancer Diagnostic Classification. Digital Mammography / IWDM Neha Bhooshan, Maryellen L. Giger, Karen Drukker, Yading Yuan, Hui Li, Stephanie McCann, Gillian Newstead, Charlene A. Sennett
2010	—	`conf`	Validation of Mammographic Texture Analysis for Assessment of Breast Cancer Risk. Digital Mammography / IWDM Hui Li, Maryellen L. Giger, Olufunmilayo I. Olopade, Li Lan
2009	—	`conf`	Breast cancer classification with mammography and DCE-MRI. Computer-Aided Diagnosis Yading Yuan, Maryellen L. Giger, Hui Li, Charlene A. Sennett
2009	—	`conf`	Computerized breast parenchymal analysis on DCE-MRI. Computer-Aided Diagnosis Hui Li, Maryellen L. Giger, Yading Yuan, Sanaz A. Jansen, Li Lan, Neha Bhooshan, Gillian M. Newstead
2009	—	`conf`	Using three-class BANN classifier in the automated analysis of breast cancer lesions in DCE-MRI. Computer-Aided Diagnosis Neha Bhooshan, Maryellen L. Giger, Darrin C. Edwards, Karen Drukker, Sanaz Jansen, Hui Li, Li Lan, Gillian Newstead
2008	—	`conf`	Correlative feature analysis of FFDM images. Computer-Aided Diagnosis Yading Yuan, Maryellen L. Giger, Hui Li, Charlene A. Sennett
2008	—	`conf`	Identifying Corresponding Lesions from CC and MLO Views Via Correlative Feature Analysis. Digital Mammography / IWDM Yading Yuan, Maryellen L. Giger, Hui Li, Li Lan, Charlene A. Sennett
2008	—	`conf`	Performance of CADx on a Large Clinical Database of FFDM Images. Digital Mammography / IWDM Hui Li, Maryellen L. Giger, Yading Yuan, Li Lan, Charlene A. Sennett
2008	J	`jnl`	Power Spectral Analysis of Mammographic Parenchymal Patterns for Breast Cancer Risk Assessment. J. Digit. Imaging Hui Li, Maryellen L. Giger, Olufunmilayo I. Olopade, Michael R. Chinander
2007	—	`conf`	Automatic selection of region of interest for radiographic texture analysis. Computer-Aided Diagnosis Li Lan, Maryellen L. Giger, Joel R. Wilkie, Tamara J. Vokes, Weijie Chen, Hui Li, Tracy Lyons, Michael R. Chinander, Ann Pham
2007	—	`conf`	Progress in Breast Cadx. ISBI Maryellen L. Giger, Yading Yuan, Hui Li, Karen Drukker, Weijie Chen, Li Lan, Karla Horsch
2006	B	`conf`	A two-stage method for lesion segmentation on digital mammograms. Image Processing Yading Yuan, Maryellen L. Giger, Kenji Suzuki, Hui Li, Andrew R. Jamieson
2006	—	`conf`	Comparison of Computerized Image Analyses for Digitized Screen-Film Mammograms and Full-Field Digital Mammography Images. Digital Mammography / IWDM Hui Li, Maryellen L. Giger, Yading Yuan, Li Lan, Kenji Suzuki, Andrew R. Jamieson, Laura Yarusso, Robert M. Nishikawa, Charlene A. Sennett
2006	B	`conf`	Power spectral analysis of mammographic parenchymal patterns. Image Processing Hui Li, Maryellen L. Giger, Olufunmilayo I. Olopade
2004	—	`conf`	Computerized texture analysis of mammographic parenchymal patterns of digitized mammograms. CARS Hui Li, Maryellen L. Giger, Olufunmilayo I. Olopade, Anna Margolis, Li Lan, Ioana Bonta
2004	—	`conf`	Texture analysis of peripheral bone densitometry images to aid the assessment of risk for fracture. CARS Michael R. Chinander, Maryellen L. Giger, Vit Jaros, Tamara J. Vokes, Hui Li
2003	B	`conf`	Comparison of approaches for risk-modulated CAD. Image Processing Maryellen Lissak Giger, Li Lan, Zhimin Huo, Carl J. Vyborny, Hui Li
2003	B	`conf`	Computerized analysis of mammographic parenchymal patterns using fractal analysis. Image Processing Hui Li, Maryellen Lissak Giger, Zhimin Huo, Olufunmilayo I. Olopade, Michael R. Chinander, Li Lan, Ioana R. Bonta