Ella A. Kazerooni

38 papers B 5Journal 5Unranked 28
YearRankTypeTitle / Venue / Authors
2025 J jnl
RepAir: A Framework for Airway Segmentation and Discontinuity Correction in CT.
CoRR
John M. Oyer, Ali Namvar, Benjamin A. Hoff, Wassim Labaki, Ella A. Kazerooni, Charles R. Hatt, Fernando J. Martinez, MeiLan K. Han, Craig J. Galbán, Sundaresh Ram
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
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 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
Convolutional Neural Network Based COPD and Emphysema Classifications Are Predictive of Lung Cancer Diagnosis.
RAMBO+BIA+TIA@MICCAI
Charles R. Hatt, Craig J. Galbán, Wassim Labaki, Ella A. Kazerooni, David Lynch, Meilan Han
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
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
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 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
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
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
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
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
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
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
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
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 J jnl
Computer-aided diagnosis of radiographic patterns of lung disease via MDCT images.
Int. J. Comput. Sci. Eng.
Ye Xu, Edwin J. R. van Beek, Kevin R. Flaherty, Ella A. Kazerooni, Eric A. Hoffman
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 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
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 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 — conf
The Lung Image Database Consortium (LIDC) data collection process for nodule detection and annotation.
Computer-Aided Diagnosis
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
2007 — conf
The Lung Image Database Consortium (LIDC): a quality assurance model for the collection of expert-defined truth in lung-nodule-based image analysis studies.
Computer-Aided Diagnosis
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
2007 — conf
The Lung Image Database Consortium (LIDC): pulmonary nodule measurements, the variation, and the difference between different size metrics.
Computer-Aided Diagnosis
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
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
2005 B conf
False-positive reduction using Hessian features in computer-aided detection of pulmonary nodules on thoracic CT images.
Image Processing
Berkman Sahiner, Zhanyu Ge, Heang-Ping Chan, Lubomir M. Hadjiiski, Naama Bogot, Philip N. Cascade, Ella A. Kazerooni
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
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
2001 B conf
Computerized lung nodule detection on thoracic CT images: combined rule-based and statistical classifier for false-positive reduction.
Image Processing
Metin Nafi Gürcan, Nicholas Petrick, Berkman Sahiner, Heang-Ping Chan, Philip N. Cascade, Ella A. Kazerooni, Lubomir M. Hadjiiski