Chuan Zhou
Orcid: 0000-0002-0609-1658Affiliations:
- University of Michigan, Department of Radiology, Ann Arbor, MI, USA
According to our database1,
Chuan Zhou
authored at least 100 papers
between 2000 and 2024.
Collaborative distances:
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Bibliography
2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Survival prediction for patients with metastatic urothelial cancer after immunotherapy using machine learning.
Proceedings of the Medical Imaging 2023: Computer-Aided Diagnosis, 2023
Bladder cancer treatment response assessment in CT urography by using deep-learning and radiomics.
Proceedings of the Medical Imaging 2023: Computer-Aided Diagnosis, 2023
Proceedings of the Medical Imaging 2023: Computer-Aided Diagnosis, 2023
2022
Recursive Training Strategy for a Deep Learning Network for Segmentation of Pathology Nuclei With Incomplete Annotation.
IEEE Access, 2022
Fusion of multiple deep convolutional neural networks (DCNNs) for improved segmentation of lung nodules in CT images.
Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, 2022
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.
Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, 2022
2021
Reinforced learning from serial CT to improve the early diagnosis of lung cancer in screening.
Proceedings of the Medical Imaging 2021: Computer-Aided Diagnosis, 2021
Severity assessment of COVID-19 using imaging descriptors: a deep-learning transfer learning approach from non-COVID-19 pneumonia.
Proceedings of the Medical Imaging 2021: Computer-Aided Diagnosis, 2021
Deep learning-based risk stratification for treatment management of multiple myeloma with sequential MRI scans.
Proceedings of the Medical Imaging 2021: Computer-Aided Diagnosis, 2021
2020
Generating high resolution digital mammogram from digitized film mammogram with conditional generative adversarial network.
Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020
Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020
Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020
Convolutional neural network-based decision support system for bladder cancer staging in CT urography: decision threshold estimation and validation.
Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020
2019
Variabilities in Reference Standard by Radiologists and Performance Assessment in Detection of Pulmonary Embolism in CT Pulmonary Angiography.
J. Digit. Imaging, 2019
Quantitative MRI biomarker for treatment response assessment of multiple myeloma: robustness evaluation using independent test set of prospective cases.
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019
Analysis of deep convolutional features for detection of lung nodules in computed tomography.
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019
Bladder cancer staging in CT urography: estimation and validation of decision thresholds for a radiomics-based decision support system.
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019
2018
Differentiating invasive and pre-invasive lung cancer by quantitative analysis of histopathologic images.
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018
Bladder cancer staging in CT urography: effect of stage labels on statistical modeling of a decision support system.
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018
Fully automated pectoral muscle identification on MLO-view mammograms with deep convolutional neural network.
Proceedings of the 14th International Workshop on Breast Imaging, 2018
2017
Quantitative analysis of CT attenuation distribution patterns of nodule components for pathologic categorization of lung nodules.
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017
Radiomics biomarkers for accurate tumor progression prediction of oropharyngeal cancer.
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017
2016
Best-Quality Vessel Identification Using Vessel Quality Measure in Multiple-Phase Coronary CT Angiography.
Comput. Math. Methods Medicine, 2016
Automated identification of best-quality coronary artery segments from multiple-phase coronary CT angiography (cCTA) for vessel analysis.
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016
Computer-aided detection of bladder mass within non-contrast-enhanced region of CT Urography (CTU).
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016
Computerized flow and vessel wall analyses of coronary arteries for detection of non-calcified plaques in coronary CT angiography.
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016
2015
Robustness evaluation of a computer-aided detection system for pulmonary embolism (PE) in CTPA using independent test set from multiple institutions.
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015
Automatic selection of best quality vessels from multiple-phase coronary CT angiography (cCTA).
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015
Ureter segmentation in CT urography (CTU) by COMPASS with multiscale Hessian enhancement.
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015
Quantitative analysis of arterial flow properties for detection of non-calcified plaques in ECG-gated coronary CT angiography.
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015
2014
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, 2014
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, 2014
Segmentation of urinary bladder in CT urography (CTU) using CLASS with enhanced contour conjoint procedure.
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, 2014
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, 2014
Computerized luminal analysis for detection of non-calcified plaques in coronary CT angiography.
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, 2014
2013
Curved planar reformation and optimal path tracing (CROP) method for false positive reduction in computer-aided detection of pulmonary embolism in CTPA.
Proceedings of the Medical Imaging 2013: Computer-Aided Diagnosis, 2013
Automatic identification of origins of left and right coronary arteries in CT angiography for coronary arterial tree tracking and plaque detection.
Proceedings of the Medical Imaging 2013: Computer-Aided Diagnosis, 2013
Automated registration of coronary arterial trees from multiple phases in coronary CT angiography (cCTA).
Proceedings of the Medical Imaging 2013: Computer-Aided Diagnosis, 2013
Proceedings of the Medical Imaging 2013: Computer-Aided Diagnosis, 2013
Multiscale intensity homogeneity transformation method and its application to computer-aided detection of pulmonary embolism in computed tomographic pulmonary angiography (CTPA).
Proceedings of the Medical Imaging 2013: Computer-Aided Diagnosis, 2013
Computerized detection of non-calcified plaques in coronary CT angiography: topological soft-gradient detection method for plaque prescreening.
Proceedings of the Medical Imaging 2013: Computer-Aided Diagnosis, 2013
2012
Automated coronary artery tree extraction in coronary CT angiography using a multiscale enhancement and dynamic balloon tracking (MSCAR-DBT) method.
Comput. Medical Imaging Graph., 2012
Pulmonary vessel segmentation utilizing curved planar reformation and optimal path finding (CROP) in computed tomographic pulmonary angiography (CTPA) for CAD applications.
Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, 2012
Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, 2012
Automatic seed point identification and main artery segmentation for pulmonary vascular tree segmentation and tracking in computed tomographic pulmonary angiography (CTPA).
Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, 2012
Computer-aided detection of microcalcifications in digital breast tomosynthesis (DBT): a multichannel signal detection approach on projection views.
Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, 2012
Breast Parenchymal Pattern (BPP) Analysis: Comparison of Digital Mammograms and Breast Tomosynthesis.
Proceedings of the Breast Imaging, 2012
Proceedings of the Breast Imaging, 2012
2011
Computerized detection of pulmonary embolism in computed tomographic pulmonary angiography (CTPA): improvement of vessel segmentation.
Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011
Computer-aided detection of breast masses in digital breast tomosynthesis (DBT): improvement of false positive reduction by optimization of object segmentation.
Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011
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.
Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011
2010
Automated segmentation and tracking of coronary arteries in cardiac CT scans: comparison of performance with a clinically used commercial software.
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010
Digital breast tomosynthesis: feasibility of automated detection of microcalcification clusters on projections views.
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010
Digital breast tomosynthesis: computerized detection of microcalcifications in reconstructed breast volume using a 3D approach.
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010
Association of a mammographic parenchymal pattern (MPP) descriptor with breast cancer risk: a case-control study.
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010
2009
Evaluation of computerized detection of pulmonary embolism in independent data sets of computed tomographic pulmonary angiographic (CTPA) scans.
Proceedings of the Medical Imaging 2009: Computer-Aided Diagnosis, 2009
Automated segmentation of urinary bladder and detection of bladder lesions in multi-detector row CT urography.
Proceedings of the Medical Imaging 2009: Computer-Aided Diagnosis, 2009
Comparison of breast parenchymal pattern on prior mammograms of breast cancer patients and normal subjects.
Proceedings of the Medical Imaging 2009: Computer-Aided Diagnosis, 2009
2008
Automated segmentation and tracking of coronary arteries in ECG-gated cardiac CT scans.
Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, 2008
Comparison of mammographic parenchymal patterns of normal subjects and breast cancer patients.
Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, 2008
Breast mass segmentation on dynamic contrast-enhanced magnetic resonance scans using the level set method.
Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, 2008
Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, 2008
Automated detection of breast vascular calcification on full-field digital mammograms.
Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, 2008
Design and evaluation of a new automated method for the segmentation and characterization of masses on ultrasound images.
Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, 2008
Classification of breast masses and normal tissues in digital tomosynthesis mammography.
Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, 2008
2007
A dynamic multiple thresholding method for automated breast boundary detection in digitized mammograms.
Proceedings of the Medical Imaging 2007: Image Processing, 2007
Digital tomosynthesis mammography: intra- and interplane artifact reduction for high-contrast objects on reconstructed slices using a priori 3D geometrical information.
Proceedings of the Medical Imaging 2007: Image Processing, 2007
Automated detection of pulmonary embolism (PE) in computed tomographic pulmonary angiographic (CTPA) images: multiscale hierachical expectation-maximization segmentation of vessels and PEs.
Proceedings of the Medical Imaging 2007: Computer-Aided Diagnosis, 2007
Pulmonary nodule registration in serial CT scans using rib anatomy and nodule template matching.
Proceedings of the Medical Imaging 2007: Computer-Aided Diagnosis, 2007
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.
Proceedings of the Medical Imaging 2007: Computer-Aided Diagnosis, 2007
Computer-aided diagnosis for interval change analysis of lung nodule features in serial CT examinations.
Proceedings of the Medical Imaging 2007: Computer-Aided Diagnosis, 2007
Proceedings of the Medical Imaging 2007: Computer-Aided Diagnosis, 2007
2006
Automatic pulmonary vessel segmentation in 3D computed tomographic pulmonary angiographic (CTPA) images.
Proceedings of the Medical Imaging 2006: Image Processing, 2006
Computer-aided detection of breast masses on mammograms: bilateral analysis for false positive reduction.
Proceedings of the Medical Imaging 2006: Image Processing, 2006
Computerized lung nodule detection on screening CT scans: performance on juxta-pleural and internal nodules.
Proceedings of the Medical Imaging 2006: Image Processing, 2006
Characterization of corresponding microcalcification clusters on temporal pairs of mammograms for interval change analysis: comparison of classifiers.
Proceedings of the Medical Imaging 2006: Image Processing, 2006
Computer-aided detection of clustered microcalcifications on full-field digital mammograms: a two-view information fusion scheme for FP reduction.
Proceedings of the Medical Imaging 2006: Image Processing, 2006
Regularized discriminate analysis for breast mass detection on full field digital mammograms.
Proceedings of the Medical Imaging 2006: Image Processing, 2006
Two-view information fusion for improvement of computer-aided detection (CAD) of breast masses on mammograms.
Proceedings of the Medical Imaging 2006: Image Processing, 2006
2005
Computerized pectoral muscle identification on MLO-view mammograms for CAD applications.
Proceedings of the Medical Imaging 2005: Image Processing, 2005
Comparison of decision tree classifiers with neural network and linear discriminant analysis classifiers for computer-aided diagnosis: a Monte Carlo simulation study.
Proceedings of the Medical Imaging 2005: Image Processing, 2005
Computer-aided detection of microcalcification clusters on full-field digital mammograms: multiscale pyramid enhancement and false positive reduction using an artificial neural network.
Proceedings of the Medical Imaging 2005: Image Processing, 2005
Computer-aided detection of breast masses on mammograms: performance improvement using a dual system.
Proceedings of the Medical Imaging 2005: Image Processing, 2005
2004
Computerized multiple image analysis on mammograms: performance improvement of nipple identification for registration of multiple views using texture convergence analyses.
Proceedings of the Medical Imaging 2004: Image Processing, 2004
Multimodality CAD: combination of computerized classification techniques based on mammograms and 3D ultrasound volumes for improved accuracy in breast mass characterization.
Proceedings of the Medical Imaging 2004: Image Processing, 2004
Computer-aided detection of lung nodules: false positive reduction using a 3D gradient field method.
Proceedings of the Medical Imaging 2004: Image Processing, 2004
Computer-aided detection of breast masses on full-field digital mammograms: false positive reduction using gradient field analysis.
Proceedings of the Medical Imaging 2004: Image Processing, 2004
2003
Computerized detection of pulmonary embolism in 3D computed tomographic (CT) images: vessel tracking and segmentation techniques.
Proceedings of the Medical Imaging 2003: Image Processing, 2003
Three-dimensional active contour model for characterization of solid breast masses on three-dimensional ultrasound images.
Proceedings of the Medical Imaging 2003: Image Processing, 2003
Design of three-class classifiers in computer-aided diagnosis: Monte Carlo simulation study.
Proceedings of the Medical Imaging 2003: Image Processing, 2003
2000
Proceedings of the Medical Imaging 2000: Image Processing, 2000
Interval change analysis in temporal pairs of mammograms using a local affine transformation.
Proceedings of the Medical Imaging 2000: Image Processing, 2000