Chuan Zhou

101 papers A* 1B 22Journal 5Unranked 73
YearRankTypeTitle / Venue / Authors
2025 J jnl
Early Lung Cancer Diagnosis from Virtual Follow-up LDCT Generation via Correlational Autoencoder and Latent Flow Matching.
CoRR
Yutong Wu, Yifan Wang, Qining Zhang, Chuan Zhou, Lei Ying
2024 A* conf
Deep Reinforcement Learning for Early Diagnosis of Lung Cancer.
AAAI
Yifan Wang, Qining Zhang, Lei Ying, Chuan Zhou
2023 — conf
Bladder cancer segmentation using U-Net-based deep-learning.
Computer-Aided Diagnosis
Jonathan Clever, Lubomir M. Hadjiiski, Heang-Ping Chan, Richard H. Cohan, Elaine M. Caoili, Kenny H. Cha, Ravi Samala, Chuan Zhou
2023 — conf
Bladder cancer treatment response assessment in CT urography by using deep-learning and radiomics.
Computer-Aided Diagnosis
Di Sun, Lubomir M. Hadjiiski, Heang-Ping Chan, Richard H. Cohan, Elaine M. Caoili, Ajjai Alva, Kenny H. Cha, Ravi K. Samala, Chuan Zhou
2023 — conf
Survival prediction for patients with metastatic urothelial cancer after immunotherapy using machine learning.
Computer-Aided Diagnosis
Rain Tarango, Lubomir M. Hadjiiski, Ajjai Alva, Heang-Ping Chan, Richard H. Cohan, Elaine M. Caoili, Kenny H. Cha, Ravi K. Samala, Alon Z. Weizer, Chuan Zhou, Monika Joshi, Yousef Zakharia
2022 — conf
Effect of computerized decision support on diagnostic accuracy and intra-observer variability in multi-institutional observer performance study for bladder cancer treatment response assessment in CT urography.
Computer-Aided Diagnosis
Di Sun, Lubomir M. Hadjiiski, Rohan Garje, Yousef Zakharia, Lauren Pomerantz, Monika Joshi, Ajjai Alva, Heang-Ping Chan, Richard H. Cohan, Elaine M. Caoili, Kenny H. Cha, Galina Kirova-Nedyalkova, Matthew S. Davenport, Prasad R. Shankar, Isaac R. Francis, Kimberly Shampain, Nathaniel Meyer, Daniel Barkmeier, Sean Woolen, Phillip L. Palmbos, Alon Z. Weizer, Ravi K. Samala, Chuan Zhou, Martha M. Matuszak
2022 — conf
Fusion of multiple deep convolutional neural networks (DCNNs) for improved segmentation of lung nodules in CT images.
Computer-Aided Diagnosis
Yifan Wang, Chuan Zhou, Heang-Ping Chan, Lubomir M. Hadjiiski, Aamer Chughtai
2022 J jnl
Recursive Training Strategy for a Deep Learning Network for Segmentation of Pathology Nuclei With Incomplete Annotation.
IEEE Access
Chuan Zhou, Heang-Ping Chan, Lubomir M. Hadjiiski, Aamer Chughtai
2021 — conf
Deep learning-based risk stratification for treatment management of multiple myeloma with sequential MRI scans.
Computer-Aided Diagnosis
Chuan Zhou, Heang-Ping Chan, Lubomir M. Hadjiiski, Qian Dong
2021 — conf
Reinforced learning from serial CT to improve the early diagnosis of lung cancer in screening.
Computer-Aided Diagnosis
Yifan Wang, Chuan Zhou, Lei Ying, Heang-Ping Chan, Lubomir M. Hadjiiski, Aamer Chughtai, Ella A. Kazerooni
2021 — conf
Severity assessment of COVID-19 using imaging descriptors: a deep-learning transfer learning approach from non-COVID-19 pneumonia.
Computer-Aided Diagnosis
Ravi K. Samala, Lubomir M. Hadjiiski, Heang-Ping Chan, Chuan Zhou, Jadranka Stojanovska, Prachi Pragya Agarwal, Christopher Fung
2020 — conf
Bladder wall segmentation using U-net based deep learning.
Computer-Aided Diagnosis
Michael I. Ivanitskiy, Lubomir M. Hadjiiski, Heang-Ping Chan, Ravi Samala, Richard H. Cohan, Elaine M. Caoili, Alon Z. Weizer, Ajjai Alva, Jun Wei, Chuan Zhou
2020 — conf
Convolutional neural network-based decision support system for bladder cancer staging in CT urography: decision threshold estimation and validation.
Computer-Aided Diagnosis
Daniel Hoklai Chapman-Sung, Lubomir M. Hadjiiski, Dhanuj Gandikota, Heang-Ping Chan, Ravi Samala, Elaine M. Caoili, Richard H. Cohan, Alon Z. Weizer, Ajjai Alva, Chuan Zhou
2020 — conf
Generating high resolution digital mammogram from digitized film mammogram with conditional generative adversarial network.
Computer-Aided Diagnosis
Yuanpin Zhou, Jun Wei, Mark A. Helvie, Heang-Ping Chan, Chuan Zhou, Lubomir M. Hadjiiski, Yao Lu
2020 — conf
Hybrid deep-learning model for volume segmentation of lung nodules in CT images.
Computer-Aided Diagnosis
Yifan Wang, Chuan Zhou, Heang-Ping Chan, Lubomir M. Hadjiiski, Jun Wei, Aamer Chughtai, Ella A. Kazerooni
2019 — conf
2D and 3D bladder segmentation using U-Net-based deep-learning.
Computer-Aided Diagnosis
Xiangyuan Ma, Lubomir M. Hadjiiski, Jun Wei, Heang-Ping Chan, Kenny H. Cha, Richard H. Cohan, Elaine M. Caoili, Ravi Samala, Chuan Zhou, Yao Lu
2019 — conf
Analysis of deep convolutional features for detection of lung nodules in computed tomography.
Computer-Aided Diagnosis
Ravi K. Samala, Heang-Ping Chan, Caleb Richter, Lubomir M. Hadjiiski, Chuan Zhou, Jun Wei
2019 — conf
Bladder cancer staging in CT urography: estimation and validation of decision thresholds for a radiomics-based decision support system.
Computer-Aided Diagnosis
Dhanuj Gandikota, Lubomir M. Hadjiiski, Heang-Ping Chan, Kenny H. Cha, Ravi Samala, Elaine M. Caoili, Richard H. Cohan, Alon Z. Weizer, Ajjai Alva, Chintana Paramagul, Jun Wei, Chuan Zhou
2019 — conf
Multi-path deep learning model for automated mammographic density categorization.
Computer-Aided Diagnosis
Xiangyuan Ma, Caleb Fisher, Jun Wei, Mark A. Helvie, Heang-Ping Chan, Chuan Zhou, Lubomir M. Hadjiiski, Yao Lu
2019 — conf
Quantitative MRI biomarker for treatment response assessment of multiple myeloma: robustness evaluation using independent test set of prospective cases.
Computer-Aided Diagnosis
Chuan Zhou, Qian Dong, Heang-Ping Chan, Erica L. Campagnaro, Jun Wei, Lubomir M. Hadjiiski
2019 J jnl
Variabilities in Reference Standard by Radiologists and Performance Assessment in Detection of Pulmonary Embolism in CT Pulmonary Angiography.
J. Digit. Imaging
Chuan Zhou, Heang-Ping Chan, Aamer Chughtai, Smita Patel, Jean Kuriakose, Lubomir M. Hadjiiski, Jun Wei, Ella A. Kazerooni
2018 — conf
Bladder cancer staging in CT urography: effect of stage labels on statistical modeling of a decision support system.
Computer-Aided Diagnosis
Dhanuj Gandikota, Lubomir M. Hadjiiski, Kenny H. Cha, Heang-Ping Chan, Elaine M. Caoili, Richard H. Cohan, Alon Z. Weizer, Ajjai Alva, Chintana Paramagul, Jun Wei, Chuan Zhou
2018 — conf
Deep convolutional neural network for mammographic density segmentation.
Computer-Aided Diagnosis
Jun Wei, Songfeng Li, Heang-Ping Chan, Mark A. Helvie, Marilyn A. Roubidoux, Yao Lu, Chuan Zhou, Lubomir M. Hadjiiski, Ravi K. Samala
2018 — conf
Differentiating invasive and pre-invasive lung cancer by quantitative analysis of histopathologic images.
Computer-Aided Diagnosis
Chuan Zhou, Hongliu Sun, Heang-Ping Chan, Aamer Chughtai, Jun Wei, Lubomir M. Hadjiiski, Ella A. Kazerooni
2018 — conf
Fully automated pectoral muscle identification on MLO-view mammograms with deep convolutional neural network.
IWBI
Xiangyuan Ma, Jun Wei, Chuan Zhou, Heang-Ping Chan, Lubomir M. Hadjiiski, Yao Lu
2017 — conf
Quantitative analysis of CT attenuation distribution patterns of nodule components for pathologic categorization of lung nodules.
Computer-Aided Diagnosis
Chuan Zhou, Heang-Ping Chan, Jun Wei, Lubomir M. Hadjiiski, Aamer Chughtai, Ella A. Kazerooni
2017 — conf
Radiomic modeling of BI-RADS density categories.
Computer-Aided Diagnosis
Jun Wei, Heang-Ping Chan, Mark A. Helvie, Marilyn A. Roubidoux, Chuan Zhou, Lubomir M. Hadjiiski
2017 — conf
Radiomics biomarkers for accurate tumor progression prediction of oropharyngeal cancer.
Computer-Aided Diagnosis
Lubomir M. Hadjiiski, Heang-Ping Chan, Kenny H. Cha, Ashok Srinivasan, Jun Wei, Chuan Zhou, Mark Prince, Silvana Papagerakis
2016 — conf
Automated identification of best-quality coronary artery segments from multiple-phase coronary CT angiography (cCTA) for vessel analysis.
Computer-Aided Diagnosis
Chuan Zhou, Heang-Ping Chan, Lubomir M. Hadjiiski, Aamer Chughtai, Jun Wei, Ella A. Kazerooni
2016 — conf
Automatic detection of ureter lesions in CT urography.
Computer-Aided Diagnosis
Trevor Exell, Lubomir M. Hadjiiski, Heang-Ping Chan, Kenny H. Cha, Elaine M. Caoili, Richard H. Cohan, Jun Wei, Chuan Zhou
2016 — conf
Automatic staging of bladder cancer on CT urography.
Computer-Aided Diagnosis
Sankeerth S. Garapati, Lubomir M. Hadjiiski, Kenny H. Cha, Heang-Ping Chan, Elaine M. Caoili, Richard H. Cohan, Alon Z. Weizer, Ajjai Alva, Chintana Paramagul, Jun Wei, Chuan Zhou
2016 J jnl
Best-Quality Vessel Identification Using Vessel Quality Measure in Multiple-Phase Coronary CT Angiography.
Comput. Math. Methods Medicine
Lubomir M. Hadjiiski, Jordan Liu, Heang-Ping Chan, Chuan Zhou, Jun Wei, Aamer Chughtai, Jean Kuriakose, Prachi Pragya Agarwal, Ella A. Kazerooni
2016 — conf
Computer-aided detection of bladder mass within non-contrast-enhanced region of CT Urography (CTU).
Computer-Aided Diagnosis
Kenny H. Cha, Lubomir M. Hadjiiski, Heang-Ping Chan, Elaine M. Caoili, Richard H. Cohan, Alon Z. Weizer, Chuan Zhou
2016 — conf
Computerized flow and vessel wall analyses of coronary arteries for detection of non-calcified plaques in coronary CT angiography.
Computer-Aided Diagnosis
Jun Wei, Chuan Zhou, Heang-Ping Chan, Aamer Chughtai, Prachi Pragya Agarwal, Lubomir M. Hadjiiski, Ella A. Kazerooni
2015 — conf
Automatic selection of best quality vessels from multiple-phase coronary CT angiography (cCTA).
Computer-Aided Diagnosis
Jordan Liu, Lubomir M. Hadjiiski, Heang-Ping Chan, Chuan Zhou, Jun Wei, Aamer Chughtai, Jean Kuriakose, Prachi Pragya Agarwal, Ella A. Kazerooni
2015 — conf
Computer-aided detection of bladder mass within contrast-enhanced region of CTU.
Computer-Aided Diagnosis
Kenny H. Cha, Lubomir M. Hadjiiski, Heang-Ping Chan, Elaine M. Caoili, Richard H. Cohan, Chuan Zhou
2015 — conf
Quantitative analysis of arterial flow properties for detection of non-calcified plaques in ECG-gated coronary CT angiography.
Computer-Aided Diagnosis
Jun Wei, Chuan Zhou, Heang-Ping Chan, Aamer Chughtai, Prachi Pragya Agarwal, Jean Kuriakose, Lubomir M. Hadjiiski, Smita Patel, Ella A. Kazerooni
2015 — conf
Robustness evaluation of a computer-aided detection system for pulmonary embolism (PE) in CTPA using independent test set from multiple institutions.
Computer-Aided Diagnosis
Chuan Zhou, Heang-Ping Chan, Aamer Chughtai, Jean W. Kuriakose, Ella A. Kazerooni, Lubomir M. Hadjiiski, Jun Wei, Smita Patel
2015 — conf
Ureter segmentation in CT urography (CTU) by COMPASS with multiscale Hessian enhancement.
Computer-Aided Diagnosis
Duncan Fairbanks, Lubomir M. Hadjiiski, Chuan Zhou, Heang-Ping Chan, Richard H. Cohan, Elaine M. Caoili, Kenny H. Cha
2014 — conf
Automated identification of spinal cord and vertebras on sagittal MRI.
Computer-Aided Diagnosis
Chuan Zhou, Heang-Ping Chan, Qian Dong, Bo He, Jun Wei, Lubomir M. Hadjiiski, Daniel Couriel
2014 — conf
COMPASS-based ureter segmentation in CT urography (CTU).
Computer-Aided Diagnosis
David Zick, Lubomir M. Hadjiiski, Heang-Ping Chan, Richard H. Cohan, Elaine M. Caoili, Chuan Zhou, Jun Wei
2014 — conf
Comparison of CLASS and ITK-SNAP in segmentation of urinary bladder in CT urography.
Computer-Aided Diagnosis
Kenny H. Cha, Lubomir M. Hadjiiski, Heang-Ping Chan, Elaine M. Caoili, Richard H. Cohan, Chuan Zhou
2014 — conf
Computerized luminal analysis for detection of non-calcified plaques in coronary CT angiography.
Computer-Aided Diagnosis
Jun Wei, Chuan Zhou, Heang-Ping Chan, Aamer Chughtai, Smita Patel, Prachi Pragya Agarwal, Jean Kuriakose, Lubomir M. Hadjiiski, Ella A. Kazerooni
2014 — conf
Segmentation of urinary bladder in CT urography (CTU) using CLASS with enhanced contour conjoint procedure.
Computer-Aided Diagnosis
Kenny H. Cha, Lubomir M. Hadjiiski, Heang-Ping Chan, Richard H. Cohan, Elaine M. Caoili, Chuan Zhou
2013 — conf
Automated registration of coronary arterial trees from multiple phases in coronary CT angiography (cCTA).
Computer-Aided Diagnosis
Lubomir M. Hadjiiski, Chuan Zhou, Heang-Ping Chan, Aamer Chughtai, Prachi Pragya Agarwal, Jean Kuriakose, Smita Patel, Jun Wei, Ella A. Kazerooni
2013 — conf
Automatic identification of origins of left and right coronary arteries in CT angiography for coronary arterial tree tracking and plaque detection.
Computer-Aided Diagnosis
Chuan Zhou, Heang-Ping Chan, Aamer Chughtai, Jun Wei, Lubomir M. Hadjiiski, Prachi Pragya Agarwal, Jean W. Kuriakose, Ella A. Kazerooni
2013 — conf
Computerized detection of non-calcified plaques in coronary CT angiography: topological soft-gradient detection method for plaque prescreening.
Computer-Aided Diagnosis
Jun Wei, Chuan Zhou, Heang-Ping Chan, Aamer Chughtai, Smita Patel, Prachi Pragya Agarwal, Jean Kuriakose, Lubomir M. Hadjiiski, Ella A. Kazerooni
2013 — conf
Computerized segmentation of ureters in CT urography (CTU) using COMPASS.
Computer-Aided Diagnosis
Lubomir M. Hadjiiski, Heang-Ping Chan, Luke Niland, Richard H. Cohan, Elaine M. Caoili, Chuan Zhou, Jun Wei
2013 — conf
Curved planar reformation and optimal path tracing (CROP) method for false positive reduction in computer-aided detection of pulmonary embolism in CTPA.
Computer-Aided Diagnosis
Chuan Zhou, Heang-Ping Chan, Yanhui Guo, Jun Wei, Aamer Chughtai, Lubomir M. Hadjiiski, Baskaran Sundaram, Smita Patel, Jean W. Kuriakose, Ella A. Kazerooni
2013 — conf
Multiscale intensity homogeneity transformation method and its application to computer-aided detection of pulmonary embolism in computed tomographic pulmonary angiography (CTPA).
Computer-Aided Diagnosis
Yanhui Guo, Chuan Zhou, Heang-Ping Chan, Jun Wei, Aamer Chughtai, Baskaran Sundaram, Lubomir M. Hadjiiski, Smita Patel, Ella A. Kazerooni
2012 J jnl
Automated coronary artery tree extraction in coronary CT angiography using a multiscale enhancement and dynamic balloon tracking (MSCAR-DBT) method.
Comput. Medical Imaging Graph.
Chuan Zhou, Heang-Ping Chan, Aamer Chughtai, Smita Patel, Lubomir M. Hadjiiski, Jun Wei, Ella A. Kazerooni
2012 — conf
Automatic seed point identification and main artery segmentation for pulmonary vascular tree segmentation and tracking in computed tomographic pulmonary angiography (CTPA).
Computer-Aided Diagnosis
Yanhui Guo, Chuan Zhou, Heang-Ping Chan, Jean W. Kuriakose, Aamer Chughtai, Jun Wei, Lubomir M. Hadjiiski, Ella A. Kazerooni
2012 — conf
Breast Parenchymal Pattern (BPP) Analysis: Comparison of Digital Mammograms and Breast Tomosynthesis.
Digital Mammography / IWDM
Jun Wei, Heang-Ping Chan, Yao Lu, Lubomir M. Hadjiiski, Chuan Zhou, Mark A. Helvie
2012 — conf
Computer-aided detection of microcalcifications in digital breast tomosynthesis (DBT): a multichannel signal detection approach on projection views.
Computer-Aided Diagnosis
Jun Wei, Heang-Ping Chan, Lubomir M. Hadjiiski, Mark A. Helvie, Chuan Zhou, Yao Lu
2012 — conf
Improving Image Quality of Digital Breast Tomosynthesis by Artifact Reduction.
Digital Mammography / IWDM
Yao Lu, Heang-Ping Chan, Jun Wei, Lubomir M. Hadjiiski, Chuan Zhou
2012 — conf
Pulmonary vessel segmentation utilizing curved planar reformation and optimal path finding (CROP) in computed tomographic pulmonary angiography (CTPA) for CAD applications.
Computer-Aided Diagnosis
Chuan Zhou, Heang-Ping Chan, Jean W. Kuriakose, Aamer Chughtai, Jun Wei, Lubomir M. Hadjiiski, Yanhui Guo, Smita Patel, Ella A. Kazerooni
2012 — conf
Segmentation of urinary bladder in CT Urography (CTU) using CLASS.
Computer-Aided Diagnosis
Lubomir M. Hadjiiski, Heang-Ping Chan, Yuen Law, Richard H. Cohan, Elaine M. Caoili, Hyun-chong Cho, Chuan Zhou, Jun Wei
2011 — conf
Computer-aided detection of breast masses in digital breast tomosynthesis (DBT): improvement of false positive reduction by optimization of object segmentation.
Computer-Aided Diagnosis
Jun Wei, Heang-Ping Chan, Berkman Sahiner, Lubomir M. Hadjiiski, Mark A. Helvie, Chuan Zhou, Yao Lu
2011 — conf
Computerized detection of pulmonary embolism in computed tomographic pulmonary angiography (CTPA): improvement of vessel segmentation.
Computer-Aided Diagnosis
Chuan Zhou, Heang-Ping Chan, Jean W. Kuriakose, Aamer Chughtai, Lubomir M. Hadjiiski, Jun Wei, Smita Patel, Ella A. Kazerooni
2011 — conf
Study of adaptability of breast density analysis system developed for screen film mammograms (SFMs) to full-field digital mammograms (FFDMs): robustness of parenchymal texture analysis.
Computer-Aided Diagnosis
Jun Wei, Heang-Ping Chan, Mark A. Helvie, Chuan Zhou, Lubomir M. Hadjiiski
2010 — conf
Association of a mammographic parenchymal pattern (MPP) descriptor with breast cancer risk: a case-control study.
Computer-Aided Diagnosis
Jun Wei, Heang-Ping Chan, Chuan Zhou, Mark A. Helvie, Lubomir M. Hadjiiski, Berkman Sahiner
2010 — conf
Automated segmentation and tracking of coronary arteries in cardiac CT scans: comparison of performance with a clinically used commercial software.
Computer-Aided Diagnosis
Chuan Zhou, Heang-Ping Chan, Aamer Chughtai, Smita Patel, Lubomir M. Hadjiiski, Berkman Sahiner, Jun Wei, Ella A. Kazerooni
2010 — conf
Digital breast tomosynthesis: computerized detection of microcalcifications in reconstructed breast volume using a 3D approach.
Computer-Aided Diagnosis
Heang-Ping Chan, Berkman Sahiner, Jun Wei, Lubomir M. Hadjiiski, Chuan Zhou, Mark A. Helvie
2010 — conf
Digital breast tomosynthesis: feasibility of automated detection of microcalcification clusters on projections views.
Computer-Aided Diagnosis
Lubomir M. Hadjiiski, Heang-Ping Chan, Jun Wei, Berkman Sahiner, Chuan Zhou, Mark A. Helvie
2009 — conf
Automated segmentation of urinary bladder and detection of bladder lesions in multi-detector row CT urography.
Computer-Aided Diagnosis
Lubomir M. Hadjiiski, Berkman Sahiner, Heang-Ping Chan, Elaine M. Caoili, Richard H. Cohan, Chuan Zhou
2009 — conf
Comparison of breast parenchymal pattern on prior mammograms of breast cancer patients and normal subjects.
Computer-Aided Diagnosis
Jun Wei, Heang-Ping Chan, Chuan Zhou, Yi-Ta Wu, Berkman Sahiner, Lubomir M. Hadjiiski, Mark A. Helvie
2009 — conf
Evaluation of computerized detection of pulmonary embolism in independent data sets of computed tomographic pulmonary angiographic (CTPA) scans.
Computer-Aided Diagnosis
Chuan Zhou, Heang-Ping Chan, Berkman Sahiner, Lubomir M. Hadjiiski, Aamer Chughtai, Smita Patel, Jun Wei, Philip N. Cascade, Ella A. Kazerooni
2008 — conf
Automated detection of breast vascular calcification on full-field digital mammograms.
Computer-Aided Diagnosis
Jun Ge, Heang-Ping Chan, Berkman Sahiner, Chuan Zhou, Mark A. Helvie, Jun Wei, Lubomir M. Hadjiiski, Yiheng Zhang, Yi-Ta Wu, Jiazheng Shi
2008 — conf
Automated detection of ureteral wall thickening on multi-detector row CT urography.
Computer-Aided Diagnosis
Lubomir M. Hadjiiski, Berkman Sahiner, Elaine M. Caoili, Richard H. Cohan, Chuan Zhou, Heang-Ping Chan
2008 — conf
Automated segmentation and tracking of coronary arteries in ECG-gated cardiac CT scans.
Computer-Aided Diagnosis
Chuan Zhou, Heang-Ping Chan, Aamer Chughtai, Smita Patel, Prachi Pragya Agarwal, Lubomir M. Hadjiiski, Berkman Sahiner, Jun Wei, Jun Ge, Ella A. Kazerooni
2008 — conf
Breast mass segmentation on dynamic contrast-enhanced magnetic resonance scans using the level set method.
Computer-Aided Diagnosis
Jiazheng Shi, Berkman Sahiner, Heang-Ping Chan, Chintana Paramagul, Lubomir M. Hadjiiski, Mark A. Helvie, Yi-Ta Wu, Jun Ge, Yiheng Zhang, Chuan Zhou, Jun Wei
2008 — conf
Classification of breast masses and normal tissues in digital tomosynthesis mammography.
Computer-Aided Diagnosis
Jun Wei, Heang-Ping Chan, Yiheng Zhang, Berkman Sahiner, Chuan Zhou, Jun Ge, Yi-Ta Wu, Lubomir M. Hadjiiski
2008 — conf
Comparison of mammographic parenchymal patterns of normal subjects and breast cancer patients.
Computer-Aided Diagnosis
Yi-Ta Wu, Berkman Sahiner, Heang-Ping Chan, Jun Wei, Lubomir M. Hadjiiski, Mark A. Helvie, Yiheng Zhang, Jiazheng Shi, Chuan Zhou, Jun Ge, Jing Cui
2008 — conf
Design and evaluation of a new automated method for the segmentation and characterization of masses on ultrasound images.
Computer-Aided Diagnosis
Jing Cui, Berkman Sahiner, Heang-Ping Chan, Alexis V. Nees, Chintana Paramagul, Lubomir M. Hadjiiski, Chuan Zhou, Jiazheng Shi
2007 B conf
A dynamic multiple thresholding method for automated breast boundary detection in digitized mammograms.
Image Processing
Yi-Ta Wu, Chuan Zhou, Lubomir M. Hadjiiski, Jiazheng Shi, Jun Wei, Chintana Paramagul, Berkman Sahiner, Heang-Ping Chan
2007 — conf
Automated detection of pulmonary embolism (PE) in computed tomographic pulmonary angiographic (CTPA) images: multiscale hierachical expectation-maximization segmentation of vessels and PEs.
Computer-Aided Diagnosis
Chuan Zhou, Heang-Ping Chan, Lubomir M. Hadjiiski, Aamer Chughtai, Smita Patel, Philip N. Cascade, Berkman Sahiner, Jun Wei, Jun Ge, Ella A. Kazerooni
2007 — conf
Computer-aided detection of breast masses on prior mammograms.
Computer-Aided Diagnosis
Jun Wei, Berkman Sahiner, Heang-Ping Chan, Lubomir M. Hadjiiski, Marilyn A. Roubidoux, Mark A. Helvie, Jun Ge, Chuan Zhou, Yi-Ta Wu
2007 — conf
Computer-aided diagnosis for interval change analysis of lung nodule features in serial CT examinations.
Computer-Aided Diagnosis
Lubomir M. Hadjiiski, Ted Way, Berkman Sahiner, Heang-Ping Chan, Philip Cascade, Naama Bogot, Ella A. Kazerooni, Chuan Zhou
2007 B conf
Digital tomosynthesis mammography: intra- and interplane artifact reduction for high-contrast objects on reconstructed slices using a priori 3D geometrical information.
Image Processing
Jun Ge, Heang-Ping Chan, Berkman Sahiner, Yiheng Zhang, Jun Wei, Lubomir M. Hadjiiski, Chuan Zhou
2007 — conf
Pulmonary nodule registration in serial CT scans using rib anatomy and nodule template matching.
Computer-Aided Diagnosis
Jiazheng Shi, Berkman Sahiner, Heang-Ping Chan, Lubomir M. Hadjiiski, Chuan Zhou, Yi-Ta Wu, Jun Wei
2007 — conf
The effect of nodule segmentation on the accuracy of computerized lung nodule detection on CT scans: comparison on a data set annotated by multiple radiologists.
Computer-Aided Diagnosis
Berkman Sahiner, Lubomir M. Hadjiiski, Heang-Ping Chan, Jiazheng Shi, Ted Way, Philip N. Cascade, Ella A. Kazerooni, Chuan Zhou, Jun Wei
2006 B conf
Automatic pulmonary vessel segmentation in 3D computed tomographic pulmonary angiographic (CTPA) images.
Image Processing
Chuan Zhou, Heang-Ping Chan, Lubomir M. Hadjiiski, Smita Patel, Philip N. Cascade, Berkman Sahiner, Jun Wei, Jun Ge, Ella A. Kazerooni
2006 B conf
Characterization of corresponding microcalcification clusters on temporal pairs of mammograms for interval change analysis: comparison of classifiers.
Image Processing
Lubomir M. Hadjiiski, Douglas Drouillard, Heang-Ping Chan, Berkman Sahiner, Mark A. Helvie, Marilyn A. Roubidoux, Chuan Zhou
2006 B conf
Computer-aided detection of breast masses on mammograms: bilateral analysis for false positive reduction.
Image Processing
Yi-Ta Wu, Lubomir M. Hadjiiski, Jun Wei, Chuan Zhou, Berkman Sahiner, Heang-Ping Chan
2006 B conf
Computer-aided detection of clustered microcalcifications on full-field digital mammograms: a two-view information fusion scheme for FP reduction.
Image Processing
Jun Ge, Berkman Sahiner, Heang-Ping Chan, Lubomir M. Hadjiiski, Mark A. Helvie, Chuan Zhou, Jun Wei, Yiheng Zhang
2006 B conf
Computerized lung nodule detection on screening CT scans: performance on juxta-pleural and internal nodules.
Image Processing
Berkman Sahiner, Lubomir M. Hadjiiski, Heang-Ping Chan, Chuan Zhou, Jun Wei
2006 B conf
Regularized discriminate analysis for breast mass detection on full field digital mammograms.
Image Processing
Jun Wei, Berkman Sahiner, Yiheng Zhang, Heang-Ping Chan, Lubomir M. Hadjiiski, Chuan Zhou, Jun Ge, Yi-Ta Wu
2006 B conf
Two-view information fusion for improvement of computer-aided detection (CAD) of breast masses on mammograms.
Image Processing
Jun Wei, Berkman Sahiner, Lubomir M. Hadjiiski, Heang-Ping Chan, Mark A. Helvie, Marilyn A. Roubidoux, Chuan Zhou, Jun Ge, Yiheng Zhang
2005 B conf
Comparison of decision tree classifiers with neural network and linear discriminant analysis classifiers for computer-aided diagnosis: a Monte Carlo simulation study.
Image Processing
Berkman Sahiner, Lubomir M. Hadjiiski, Heang-Ping Chan, Chuan Zhou, Jun Wei
2005 B conf
Computer-aided detection of breast masses on mammograms: performance improvement using a dual system.
Image Processing
Jun Wei, Berkman Sahiner, Lubomir M. Hadjiiski, Heang-Ping Chan, Mark A. Helvie, Marilyn A. Roubidoux, Nicholas Petrick, Jun Ge, Chuan Zhou
2005 B conf
Computer-aided detection of microcalcification clusters on full-field digital mammograms: multiscale pyramid enhancement and false positive reduction using an artificial neural network.
Image Processing
Jun Ge, Jun Wei, Lubomir M. Hadjiiski, Berkman Sahiner, Heang-Ping Chan, Mark A. Helvie, Chuan Zhou
2005 B conf
Computerized pectoral muscle identification on MLO-view mammograms for CAD applications.
Image Processing
Chuan Zhou, Lubomir M. Hadjiiski, Chintana Paramagul, Berkman Sahiner, Heang-Ping Chan, Jun Wei
2004 B conf
Computer-aided detection of breast masses on full-field digital mammograms: false positive reduction using gradient field analysis.
Image Processing
Jun Wei, Berkman Sahiner, Lubomir M. Hadjiiski, Heang-Ping Chan, Nicholas Petrick, Mark A. Helvie, Chuan Zhou, Zhanyu Ge
2004 B conf
Computer-aided detection of lung nodules: false positive reduction using a 3D gradient field method.
Image Processing
Zhanyu Ge, Berkman Sahiner, Heang-Ping Chan, Lubomir M. Hadjiiski, Jun Wei, Naama Bogot, Philip N. Cascade, Ella A. Kazerooni, Chuan Zhou
2004 B conf
Computerized multiple image analysis on mammograms: performance improvement of nipple identification for registration of multiple views using texture convergence analyses.
Image Processing
Chuan Zhou, Heang-Ping Chan, Berkman Sahiner, Lubomir M. Hadjiiski, Chintana Paramagul
2004 B conf
Multimodality CAD: combination of computerized classification techniques based on mammograms and 3D ultrasound volumes for improved accuracy in breast mass characterization.
Image Processing
Berkman Sahiner, Heang-Ping Chan, Lubomir M. Hadjiiski, Marilyn A. Roubidoux, Chintana Paramagul, Mark A. Helvie, Chuan Zhou
2003 B conf
Computerized detection of pulmonary embolism in 3D computed tomographic (CT) images: vessel tracking and segmentation techniques.
Image Processing
Chuan Zhou, Lubomir M. Hadjiiski, Berkman Sahiner, Heang-Ping Chan, Smita Patel, Philip Cascade, Ella A. Kazerooni, Jun Wei
2003 B conf
Design of three-class classifiers in computer-aided diagnosis: Monte Carlo simulation study.
Image Processing
Heang-Ping Chan, Berkman Sahiner, Lubomir M. Hadjiiski, Nicholas Petrick, Chuan Zhou
2003 B conf
Three-dimensional active contour model for characterization of solid breast masses on three-dimensional ultrasound images.
Image Processing
Berkman Sahiner, Aditya Ramachandran, Heang-Ping Chan, Marilyn A. Roubidoux, Lubomir M. Hadjiiski, Mark A. Helvie, Nicholas Petrick, Chuan Zhou
2000 B conf
Computerized image analysis: estimation of breast density on mammograms.
Image Processing
Chuan Zhou, Heang-Ping Chan, Nicholas Petrick, Berkman Sahiner, Mark A. Helvie, Marilyn A. Roubidoux, Lubomir M. Hadjiiski, Mitchell M. Goodsitt
2000 B conf
Interval change analysis in temporal pairs of mammograms using a local affine transformation.
Image Processing
Lubomir M. Hadjiiski, Heang-Ping Chan, Berkman Sahiner, Nicholas Petrick, Mark A. Helvie, Sophie Paquerault, Chuan Zhou