Ella A. Kazerooni

Publication Activity (10 Years)

Years Active: 2001-2021
Publications (10 Years): 12

Top Topics

Automatic Selection

Coronary Artery

Top Venues

Medical Imaging: Computer-Aided Diagnosis

Comput. Math. Methods Medicine

J. Digit. Imaging

RAMBO+BIA+TIA@MICCAI

Publications

Yifan Wang, Chuan Zhou, Lei Ying, Heang-Ping Chan, Lubomir M. Hadjiiski, Aamer Chughtai, Ella A. Kazerooni
Reinforced learning from serial CT to improve the early diagnosis of lung cancer in screening. Medical Imaging: Computer-Aided Diagnosis (2021)
Yifan Wang, Chuan Zhou, Heang-Ping Chan, Lubomir M. Hadjiiski, Jun Wei, Aamer Chughtai, Ella A. Kazerooni
Hybrid deep-learning model for volume segmentation of lung nodules in CT images. Medical Imaging: Computer-Aided Diagnosis (2020)
Chuan Zhou, Heang-Ping Chan, Aamer Chughtai, Smita Patel, Jean Kuriakose, Lubomir M. Hadjiiski, Jun Wei, Ella A. Kazerooni
Variabilities in Reference Standard by Radiologists and Performance Assessment in Detection of Pulmonary Embolism in CT Pulmonary Angiography. J. Digit. Imaging 32 (6) (2019)
Charles Hatt, Craig J. Galbán, Wassim Labaki, Ella A. Kazerooni, David Lynch, Meilan Han
Convolutional Neural Network Based COPD and Emphysema Classifications Are Predictive of Lung Cancer Diagnosis. RAMBO+BIA+TIA@MICCAI (2018)
Chuan Zhou, Hongliu Sun, Heang-Ping Chan, Aamer Chughtai, Jun Wei, Lubomir M. Hadjiiski, Ella A. Kazerooni
Differentiating invasive and pre-invasive lung cancer by quantitative analysis of histopathologic images. Medical Imaging: Computer-Aided Diagnosis (2018)
Chuan Zhou, Heang-Ping Chan, Jun Wei, Lubomir M. Hadjiiski, Aamer Chughtai, Ella A. Kazerooni
Quantitative analysis of CT attenuation distribution patterns of nodule components for pathologic categorization of lung nodules. Medical Imaging: Computer-Aided Diagnosis (2017)
Lubomir M. Hadjiiski, Jordan Liu, Heang-Ping Chan, Chuan Zhou, Jun Wei, Aamer Chughtai, Jean Kuriakose, Prachi Pragya Agarwal, Ella A. Kazerooni
Best-Quality Vessel Identification Using Vessel Quality Measure in Multiple-Phase Coronary CT Angiography. Comput. Math. Methods Medicine 2016 (2016)
Chuan Zhou, Heang-Ping Chan, Lubomir M. Hadjiiski, Aamer Chughtai, Jun Wei, Ella A. Kazerooni
Automated identification of best-quality coronary artery segments from multiple-phase coronary CT angiography (cCTA) for vessel analysis. Medical Imaging: Computer-Aided Diagnosis (2016)
Jun Wei, Chuan Zhou, Heang-Ping Chan, Aamer Chughtai, Prachi Pragya Agarwal, Lubomir M. Hadjiiski, Ella A. Kazerooni
Computerized flow and vessel wall analyses of coronary arteries for detection of non-calcified plaques in coronary CT angiography. Medical Imaging: Computer-Aided Diagnosis (2016)
Jun Wei, Chuan Zhou, Heang-Ping Chan, Aamer Chughtai, Prachi Pragya Agarwal, Jean Kuriakose, Lubomir M. Hadjiiski, Smita Patel, Ella A. Kazerooni
Quantitative analysis of arterial flow properties for detection of non-calcified plaques in ECG-gated coronary CT angiography. Medical Imaging: Computer-Aided Diagnosis (2015)
Jordan Liu, Lubomir M. Hadjiiski, Heang-Ping Chan, Chuan Zhou, Jun Wei, Aamer Chughtai, Jean Kuriakose, Prachi Pragya Agarwal, Ella A. Kazerooni
Automatic selection of best quality vessels from multiple-phase coronary CT angiography (cCTA). Medical Imaging: Computer-Aided Diagnosis (2015)
Chuan Zhou, Heang-Ping Chan, Aamer Chughtai, Jean W. Kuriakose, Ella A. Kazerooni, Lubomir M. Hadjiiski, Jun Wei, Smita Patel
Robustness evaluation of a computer-aided detection system for pulmonary embolism (PE) in CTPA using independent test set from multiple institutions. Medical Imaging: Computer-Aided Diagnosis (2015)
Jun Wei, Chuan Zhou, Heang-Ping Chan, Aamer Chughtai, Smita Patel, Prachi Pragya Agarwal, Jean Kuriakose, Lubomir M. Hadjiiski, Ella A. Kazerooni
Computerized luminal analysis for detection of non-calcified plaques in coronary CT angiography. Medical Imaging: Computer-Aided Diagnosis (2014)
Jun Wei, Chuan Zhou, Heang-Ping Chan, Aamer Chughtai, Smita Patel, Prachi Pragya Agarwal, Jean Kuriakose, Lubomir M. Hadjiiski, Ella A. Kazerooni
Computerized detection of non-calcified plaques in coronary CT angiography: topological soft-gradient detection method for plaque prescreening. Medical Imaging: Computer-Aided Diagnosis (2013)
Yanhui Guo, Chuan Zhou, Heang-Ping Chan, Jun Wei, Aamer Chughtai, Baskaran Sundaram, Lubomir M. Hadjiiski, Smita Patel, Ella A. Kazerooni
Multiscale intensity homogeneity transformation method and its application to computer-aided detection of pulmonary embolism in computed tomographic pulmonary angiography (CTPA). Medical Imaging: Computer-Aided Diagnosis (2013)
Chuan Zhou, Heang-Ping Chan, Aamer Chughtai, Jun Wei, Lubomir M. Hadjiiski, Prachi Pragya Agarwal, Jean W. Kuriakose, Ella A. Kazerooni
Automatic identification of origins of left and right coronary arteries in CT angiography for coronary arterial tree tracking and plaque detection. Medical Imaging: Computer-Aided Diagnosis (2013)
Chuan Zhou, Heang-Ping Chan, Yanhui Guo, Jun Wei, Aamer Chughtai, Lubomir M. Hadjiiski, Baskaran Sundaram, Smita Patel, Jean W. Kuriakose, Ella A. Kazerooni
Curved planar reformation and optimal path tracing (CROP) method for false positive reduction in computer-aided detection of pulmonary embolism in CTPA. Medical Imaging: Computer-Aided Diagnosis (2013)
Lubomir M. Hadjiiski, Chuan Zhou, Heang-Ping Chan, Aamer Chughtai, Prachi Pragya Agarwal, Jean Kuriakose, Smita Patel, Jun Wei, Ella A. Kazerooni
Automated registration of coronary arterial trees from multiple phases in coronary CT angiography (cCTA). Medical Imaging: Computer-Aided Diagnosis (2013)
Yanhui Guo, Chuan Zhou, Heang-Ping Chan, Jean W. Kuriakose, Aamer Chughtai, Jun Wei, Lubomir M. Hadjiiski, Ella A. Kazerooni
Automatic seed point identification and main artery segmentation for pulmonary vascular tree segmentation and tracking in computed tomographic pulmonary angiography (CTPA). Medical Imaging: Computer-Aided Diagnosis (2012)
Chuan Zhou, Heang-Ping Chan, Jean W. Kuriakose, Aamer Chughtai, Jun Wei, Lubomir M. Hadjiiski, Yanhui Guo, Smita Patel, Ella A. Kazerooni
Pulmonary vessel segmentation utilizing curved planar reformation and optimal path finding (CROP) in computed tomographic pulmonary angiography (CTPA) for CAD applications. Medical Imaging: Computer-Aided Diagnosis (2012)
Chuan Zhou, Heang-Ping Chan, Aamer Chughtai, Smita Patel, Lubomir M. Hadjiiski, Jun Wei, Ella A. Kazerooni
Automated coronary artery tree extraction in coronary CT angiography using a multiscale enhancement and dynamic balloon tracking (MSCAR-DBT) method. Comput. Medical Imaging Graph. 36 (1) (2012)
Chuan Zhou, Heang-Ping Chan, Jean W. Kuriakose, Aamer Chughtai, Lubomir M. Hadjiiski, Jun Wei, Smita Patel, Ella A. Kazerooni
Computerized detection of pulmonary embolism in computed tomographic pulmonary angiography (CTPA): improvement of vessel segmentation. Medical Imaging: Computer-Aided Diagnosis (2011)
Ye Xu, Edwin J. R. van Beek, Kevin R. Flaherty, Ella A. Kazerooni, Eric A. Hoffman
Computer-aided diagnosis of radiographic patterns of lung disease via MDCT images. Int. J. Comput. Sci. Eng. 5 (3/4) (2010)
Chuan Zhou, Heang-Ping Chan, Aamer Chughtai, Smita Patel, Lubomir M. Hadjiiski, Berkman Sahiner, Jun Wei, Ella A. Kazerooni
Automated segmentation and tracking of coronary arteries in cardiac CT scans: comparison of performance with a clinically used commercial software. Medical Imaging: Computer-Aided Diagnosis (2010)
Chuan Zhou, Heang-Ping Chan, Berkman Sahiner, Lubomir M. Hadjiiski, Aamer Chughtai, Smita Patel, Jun Wei, Philip N. Cascade, Ella A. Kazerooni
Evaluation of computerized detection of pulmonary embolism in independent data sets of computed tomographic pulmonary angiographic (CTPA) scans. Medical Imaging: Computer-Aided Diagnosis (2009)
Chuan Zhou, Heang-Ping Chan, Aamer Chughtai, Smita Patel, Prachi Pragya Agarwal, Lubomir M. Hadjiiski, Berkman Sahiner, Jun Wei, Jun Ge, Ella A. Kazerooni
Automated segmentation and tracking of coronary arteries in ECG-gated cardiac CT scans. Medical Imaging: Computer-Aided Diagnosis (2008)
Samuel G. Armato, Rachael Y. Roberts, Geoffrey McLennan, Michael F. McNitt-Gray, David F. Yankelevitz, Ella A. Kazerooni, Edwin J. R. van Beek, Heber MacMahon, Denise R. Aberle, Charles R. Meyer, Anthony P. Reeves, Claudia I. Henschke, Eric A. Hoffman, Barbara Y. Croft, Laurence P. Clarke
The Lung Image Database Consortium (LIDC): a quality assurance model for the collection of expert-defined truth in lung-nodule-based image analysis studies. Medical Imaging: Computer-Aided Diagnosis (2007)
Berkman Sahiner, Lubomir M. Hadjiiski, Heang-Ping Chan, Jiazheng Shi, Ted Way, Philip N. Cascade, Ella A. Kazerooni, Chuan Zhou, Jun Wei
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. Medical Imaging: Computer-Aided Diagnosis (2007)
Anthony P. Reeves, Alberto M. Biancardi, Tatiyana V. Apanasovich, Charles R. Meyer, Heber MacMahon, Edwin J. R. van Beek, Ella A. Kazerooni, David F. Yankelevitz, Michael F. McNitt-Gray, Geoffrey McLennan, Samuel G. Armato, Denise R. Aberle, Claudia I. Henschke, Eric A. Hoffman, Barbara Y. Croft, Laurence P. Clarke
The Lung Image Database Consortium (LIDC): pulmonary nodule measurements, the variation, and the difference between different size metrics. Medical Imaging: Computer-Aided Diagnosis (2007)
Lubomir M. Hadjiiski, Ted Way, Berkman Sahiner, Heang-Ping Chan, Philip Cascade, Naama Bogot, Ella A. Kazerooni, Chuan Zhou
Computer-aided diagnosis for interval change analysis of lung nodule features in serial CT examinations. Medical Imaging: Computer-Aided Diagnosis (2007)
Chuan Zhou, Heang-Ping Chan, Lubomir M. Hadjiiski, Aamer Chughtai, Smita Patel, Philip N. Cascade, Berkman Sahiner, Jun Wei, Jun Ge, Ella A. Kazerooni
Automated detection of pulmonary embolism (PE) in computed tomographic pulmonary angiographic (CTPA) images: multiscale hierachical expectation-maximization segmentation of vessels and PEs. Medical Imaging: Computer-Aided Diagnosis (2007)
Michael F. McNitt-Gray, Samuel G. Armato, Charles R. Meyer, Anthony P. Reeves, Geoffrey McLennan, Richard C. Pais, J. Freymann, Matthew S. Brown, Roger M. Engelmann, Peyton H. Bland, G. E. Laderach, C. Piker, J. Guo, D. P. Qing, David F. Yankelevitz, Denise R. Aberle, Edwin J. R. van Beek, Heber MacMahon, Ella A. Kazerooni, Barbara Y. Croft, Laurence P. Clarke
The Lung Image Database Consortium (LIDC) data collection process for nodule detection and annotation. Medical Imaging: Computer-Aided Diagnosis (2007)
Chuan Zhou, Heang-Ping Chan, Lubomir M. Hadjiiski, Smita Patel, Philip N. Cascade, Berkman Sahiner, Jun Wei, Jun Ge, Ella A. Kazerooni
Automatic pulmonary vessel segmentation in 3D computed tomographic pulmonary angiographic (CTPA) images. Medical Imaging: Image Processing (2006)
Berkman Sahiner, Zhanyu Ge, Heang-Ping Chan, Lubomir M. Hadjiiski, Naama Bogot, Philip N. Cascade, Ella A. Kazerooni
False-positive reduction using Hessian features in computer-aided detection of pulmonary nodules on thoracic CT images. Medical Imaging: Image Processing (2005)
Zhanyu Ge, Berkman Sahiner, Heang-Ping Chan, Lubomir M. Hadjiiski, Jun Wei, Naama Bogot, Philip N. Cascade, Ella A. Kazerooni, Chuan Zhou
Computer-aided detection of lung nodules: false positive reduction using a 3D gradient field method. Medical Imaging: Image Processing (2004)
Chuan Zhou, Lubomir M. Hadjiiski, Berkman Sahiner, Heang-Ping Chan, Smita Patel, Philip Cascade, Ella A. Kazerooni, Jun Wei
Computerized detection of pulmonary embolism in 3D computed tomographic (CT) images: vessel tracking and segmentation techniques. Medical Imaging: Image Processing (2003)
Metin Nafi Gürcan, Nicholas Petrick, Berkman Sahiner, Heang-Ping Chan, Philip N. Cascade, Ella A. Kazerooni, Lubomir M. Hadjiiski
Computerized lung nodule detection on thoracic CT images: combined rule-based and statistical classifier for false-positive reduction. Medical Imaging: Image Processing (2001)