Heang-Ping Chan

188 papers B 48Misc 1Journal 16Unranked 123

Year	Rank	Type	Title / Venue / Authors
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`	Segmentation of mouse tibia on MRI using deep learning U-Net models. Computer-Aided Diagnosis Aman Kushwaha, Rami F. Mourad, Kevin Heist, Dariya I. Malyarenko, Heang-Ping Chan, Thomas L. Chenevert, Lubomir M. Hadjiiski
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	J	`jnl`	Deep Convolutional Neural Network With Adversarial Training for Denoising Digital Breast Tomosynthesis Images. IEEE Trans. Medical Imaging Mingjie Gao, Jeffrey A. Fessler, Heang-Ping Chan
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`	Multi-institutional observer performance study for bladder cancer treatment response assessment in CT urography with and without computerized decision support. Computer-Aided Diagnosis Lubomir M. Hadjiiski, Monika Joshi, Ajjai Alva, Heang-Ping Chan, Richard H. Cohan, Elaine M. Caoili, Galina Kirova-Nedyalkova, Matthew S. Davenport, Prasad R. Shankar, Isaac R. Francis, Kenny H. Cha, Ravi K. Samala, Phillip L. Palmbos, Alon Z. Weizer
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`	Explainable AI for medical imaging: deep-learning CNN ensemble for classification of estrogen receptor status from breast MRI. Computer-Aided Diagnosis Zachary Papanastasopoulos, Ravi K. Samala, Heang-Ping Chan, Lubomir M. Hadjiiski, Chintana Paramagul, Mark A. Helvie, Colleen H. Neal
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`	Hazards of data leakage in machine learning: a study on classification of breast cancer using deep neural networks. Computer-Aided Diagnosis Ravi K. Samala, Heang-Ping Chan, Lubomir M. Hadjiiski, Sathvik Koneru
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	J	`jnl`	Breast Cancer Diagnosis in Digital Breast Tomosynthesis: Effects of Training Sample Size on Multi-Stage Transfer Learning Using Deep Neural Nets. IEEE Trans. Medical Imaging Ravi K. Samala, Heang-Ping Chan, Lubomir M. Hadjiiski, Mark A. Helvie, Caleb D. Richter, Kenny H. Cha
2019	—	`conf`	Deep learning based bladder cancer treatment response assessment. Computer-Aided Diagnosis Eric Wu, Lubomir M. Hadjiiski, Ravi K. Samala, Heang-Ping Chan, Kenny H. Cha, Caleb Richter, Richard H. Cohan, Elaine M. Caoili, Chintana Paramagul, Ajjai Alva, Alon Z. Weizer
2019	—	`conf`	Homogenization of breast MRI across imaging centers and feature analysis using unsupervised deep embedding. Computer-Aided Diagnosis Ravi K. Samala, Heang-Ping Chan, Lubomir M. Hadjiiski, Chintana Paramagul, Mark A. Helvie, Colleen H. Neal
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`	Bladder cancer treatment response assessment in CT urography using two-channel deep-learning network. Computer-Aided Diagnosis Kenny H. Cha, Lubomir M. Hadjiiski, Heang-Ping Chan, Ravi K. Samala, Richard H. Cohan, Elaine M. Caoili, Alon Z. Weizer, Ajjai Alva
2018	—	`conf`	Bladder cancer treatment response assessment with radiomic, clinical and radiologist semantic features. Computer-Aided Diagnosis Marshall N. Gordon, Kenny H. Cha, Lubomir M. Hadjiiski, Heang-Ping Chan, Richard H. Cohan, Elaine M. Caoili, Chintana Paramagul, Ajjai Alva, Alon Z. Weizer
2018	—	`conf`	Compression of deep convolutional neural network for computer-aided diagnosis of masses in digital breast tomosynthesis. Computer-Aided Diagnosis Ravi K. Samala, Heang-Ping Chan, Lubomir M. Hadjiiski, Mark A. Helvie, Caleb Richter, Kenny H. Cha
2018	—	`conf`	Computer-aided detection of bladder wall thickening in CT urography (CTU). Computer-Aided Diagnosis Kenny H. Cha, Lubomir M. Hadjiiski, Heang-Ping Chan, Elaine M. Caoili, Richard H. Cohan, Alon Z. Weizer, Marshall N. Gordon, Ravi K. Samala
2018	—	`conf`	Cross-domain and multi-task transfer learning of deep convolutional neural network for breast cancer diagnosis in digital breast tomosynthesis. Computer-Aided Diagnosis Ravi K. Samala, Heang-Ping Chan, Lubomir M. Hadjiiski, Mark A. Helvie, Caleb Richter, Kenny H. Cha
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	J	`jnl`	Detector Blur and Correlated Noise Modeling for Digital Breast Tomosynthesis Reconstruction. IEEE Trans. Medical Imaging Jiabei Zheng, Jeffrey A. Fessler, Heang-Ping Chan
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
2018	J	`jnl`	Geared Rotationally Identical and Invariant Convolutional Neural Network Systems. CoRR Shih-Chung Ben Lo, Matthew T. Freedman, Seong Ki Mun, Heang-Ping Chan
2018	—	`conf`	Generalization error analysis: deep convolutional neural network in mammography. Computer-Aided Diagnosis Caleb D. Richter, Ravi K. Samala, Heang-Ping Chan, Lubomir M. Hadjiiski, Kenny H. Cha
2017	—	`conf`	Bladder cancer treatment response assessment using deep learning in CT with transfer learning. Computer-Aided Diagnosis Kenny H. Cha, Lubomir M. Hadjiiski, Heang-Ping Chan, Ravi K. Samala, Richard H. Cohan, Elaine M. Caoili, Chintana Paramagul, Ajjai Alva, Alon Z. Weizer
2017	—	`conf`	Computer-aided detection of bladder masses in CT urography (CTU). Computer-Aided Diagnosis Kenny H. Cha, Lubomir M. Hadjiiski, Heang-Ping Chan, Elaine M. Caoili, Richard H. Cohan, Alon Z. Weizer, Ravi K. Samala
2017	—	`conf`	Identifying key radiogenomic associations between DCE-MRI and micro-RNA expressions for breast cancer. Computer-Aided Diagnosis Ravi K. Samala, Heang-Ping Chan, Lubomir M. Hadjiiski, Mark A. Helvie, Renaid B. Kim
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
2017	—	`conf`	Segmentation of inner and outer bladder wall using deep-learning convolutional neural network in CT urography. Computer-Aided Diagnosis Marshall Gordon, Lubomir M. Hadjiiski, Kenny H. Cha, Heang-Ping Chan, Ravi Samala, Richard H. Cohan, Elaine M. Caoili
2016	J	`jnl`	A Similarity Study of Interactive Content-Based Image Retrieval Scheme for Classification of Breast Lesions. IEICE Trans. Inf. Syst. Hyun-chong Cho, Lubomir M. Hadjiiski, Berkman Sahiner, Heang-Ping Chan, Chintana Paramagul, Mark A. Helvie, Alexis V. Nees, Hyun Chin Cho
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`	Comparison of bladder segmentation using deep-learning convolutional neural network with and without level sets. Computer-Aided Diagnosis Kenny H. Cha, Lubomir M. Hadjiiski, Ravi K. Samala, Heang-Ping Chan, Richard H. Cohan, Elaine M. Caoili
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
2016	—	`conf`	Deep-learning convolution neural network for computer-aided detection of microcalcifications in digital breast tomosynthesis. Computer-Aided Diagnosis Ravi K. Samala, Heang-Ping Chan, Lubomir M. Hadjiiski, Kenny H. Cha, Mark A. Helvie
2016	—	`conf`	First and second-order features for detection of masses in digital breast tomosynthesis. Computer-Aided Diagnosis Ravi K. Samala, Jun Wei, Heang-Ping Chan, Lubomir M. Hadjiiski, Kenny H. Cha, Mark A. Helvie
2016	—	`conf`	Reference state estimation of breast computed tomography for registration with digital mammography. Computer-Aided Diagnosis Ravi K. Samala, Heang-Ping Chan, Lubomir M. Hadjiiski, Ruola Ning, Kenny H. Cha, Mark A. Helvie
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`	Comparison of computer-aided detection of clustered microcalcifications in digital mammography and digital breast tomosynthesis. Computer-Aided Diagnosis Ravi K. Samala, Heang-Ping Chan, Yao Lu, Lubomir M. Hadjiiski, Jun Wei, Mark A. Helvie
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`	Digital breast tomosynthesis: application of 2D digital mammography CAD to detection of microcalcification clusters on planar projection image. Computer-Aided Diagnosis Ravi K. Samala, Heang-Ping Chan, Yao Lu, Lubomir M. Hadjiiski, Jun Wei, Mark A. Helvie
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`	Digital breast tomosynthesis: effects of projection-view distribution on computer-aided detection of microcalcification clusters. Computer-Aided Diagnosis Ravi K. Samala, Heang-Ping Chan, Yao Lu, Lubomir M. Hadjiiski, Jun Wei, Mark A. Helvie
2014	B	`conf`	False positive reduction of microcalcification cluster detection in digital breast tomosynthesis. Image Processing Ning Xu, Sheng Yi, Paulo R. S. Mendonça, Tai-Peng Tian, Ravi Samala, Heang-Ping Chan
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
2014	—	`conf`	Surgical retained foreign object (RFO) prevention by computer aided detection (CAD). Computer-Aided Diagnosis Theodore C. Marentis, Lubomir M. Hadjiiski, Amrita R. Chaudhury, Lucas Rondon, Nikolaos Chronis, Heang-Ping Chan
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`	Detection of microcalcifications in breast tomosynthesis reconstructed with multiscale bilateral filtering regularization. Computer-Aided Diagnosis Ravi K. Samala, Heang-Ping Chan, Yao Lu, Lubomir M. Hadjiiski, Jun Wei, Berkman Sahiner, Mark A. Helvie
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
2013	—	`conf`	Neural network training by maximization of the area under the ROC curve: application to characterization of masses on breast ultrasound as malignant or benign. Computer-Aided Diagnosis Berkman Sahiner, Xin He, Weijie Chen, Heang-Ping Chan, Lubomir M. Hadjiiski, Nicholas Petrick
2012	—	`conf`	A similarity study between the query mass and retrieved masses using decision tree content-based image retrieval (DTCBIR) CADx system for characterization of ultrasound breast mass images. Computer-Aided Diagnosis Hyun-chong Cho, Lubomir M. Hadjiiski, Heang-Ping Chan, Berkman Sahiner, Mark A. Helvie, Chintana Paramagul, Alexis V. Nees
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`	Inter- and Intra-Observer Variability of Radiologists Evaluating CBIR Systems. Digital Mammography / IWDM Lubomir M. Hadjiiski, Hyun-chong Cho, Heang-Ping Chan, Berkman Sahiner, Mark A. Helvie, Chintana Paramagul, Alexis V. Nees
2012	—	`conf`	Interactive content-based image retrieval (CBIR) computer-aided diagnosis (CADx) system for ultrasound breast masses using relevance feedback. Computer-Aided Diagnosis Hyun-chong Cho, Lubomir M. Hadjiiski, Berkman Sahiner, Heang-Ping Chan, Chintana Paramagul, Mark A. Helvie, Alexis V. Nees
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
2012	—	`conf`	Segmentation of urinary bladder in CT urography. EMBC Lubomir M. Hadjiiski, Heang-Ping Chan, Elaine M. Caoili, Richard H. Cohan
2011	—	`conf`	BI-RADS guided mammographic mass retrieval. Computer-Aided Diagnosis Yimo Tao, Shih-Chung Ben Lo, Lubomir M. Hadjiiski, Heang-Ping Chan, Matthew T. Freedman
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`	Similarity evaluation between query and retrieved masses using a content-based image retrieval (CBIR) CADx system for characterization of breast masses on ultrasound images: an observer study. Computer-Aided Diagnosis Hyun-chong Cho, Lubomir M. Hadjiiski, Berkman Sahiner, Heang-Ping Chan, Mark A. Helvie, Alexis V. Nees, Chintana Paramagul
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
2010	—	`conf`	Interobserver variability effects on computerized volume analysis of treatment response of head and neck lesions in CT. Computer-Aided Diagnosis Lubomir M. Hadjiiski, Heang-Ping Chan, Mohannad Ibrahim, Berkman Sahiner, Sachin Gujar, Suresh K. Mukherji
2009	—	`conf`	A computer-aided diagnosis system for prediction of the probability of malignancy of breast masses on ultrasound images. Computer-Aided Diagnosis Jing Cui, Berkman Sahiner, Heang-Ping Chan, Jiazheng Shi, Alexis V. Nees, Chintana Paramagul, Lubomir M. Hadjiiski
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`	Comparison of computerized mass detection in digital breast tomosynthesis (DBT) mammograms and conventional mammograms. Computer-Aided Diagnosis Heang-Ping Chan, Jun Wei, 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 Registration of Volumes of Interest for a Combined X-Ray Tomosynthesis and Ultrasound Breast Imaging System. Digital Mammography / IWDM Mitchell M. Goodsitt, Heang-Ping Chan, Lubomir M. Hadjiiski, Gerald L. LeCarpentier, Paul L. Carson
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 Classification on Full-Field Digital Mammography and Screen-Film Mammography. Digital Mammography / IWDM Jiazheng Shi, Berkman Sahiner, Heang-Ping Chan, Lubomir M. Hadjiiski, Jun Ge, Jun Wei
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`	Characterization of posterior acoustic features of breast masses on ultrasound images using artificial neural network. Computer-Aided Diagnosis Jing Cui, Berkman Sahiner, Heang-Ping Chan, Chintana Paramagul, Alexis V. Nees, Lubomir M. Hadjiiski, Yi-Ta Wu
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	J	`jnl`	Classifier performance estimation under the constraint of a finite sample size: Resampling schemes applied to neural network classifiers. Neural Networks Berkman Sahiner, Heang-Ping Chan, 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`	Computerized Detection and Classification of Malignant and Benign Microcalcifications on Full Field Digital Mammograms. Digital Mammography / IWDM Lubomir M. Hadjiiski, Peter Filev, Heang-Ping Chan, Jun Ge, Berkman Sahiner, Mark A. Helvie, Marilyn A. Roubidoux
2008	—	`conf`	Concordance of computer-extracted image features with BI-RADS descriptors for mammographic mass margin. Computer-Aided Diagnosis Berkman Sahiner, Lubomir M. Hadjiiski, Heang-Ping Chan, Chintana Paramagul, Alexis V. Nees, Mark A. Helvie, Jiazheng Shi
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
2008	—	`conf`	Detection of Masses in Digital Breast Tomosynthesis Mammography: Effects of the Number of Projection Views and Dose. Digital Mammography / IWDM Heang-Ping Chan, Jun Wei, Yiheng Zhang, Berkman Sahiner, Lubomir M. Hadjiiski, Mark A. Helvie
2008	—	`conf`	Digital tomosynthesis mammography: comparison of mass classification using 3D slices and 2D projection views. Computer-Aided Diagnosis Heang-Ping Chan, Yi-Ta Wu, Berkman Sahiner, Yiheng Zhang, Jun Wei, Richard H. Moore, Daniel B. Kopans, Mark A. Helvie, Lubomir M. Hadjiiski, Ted Way
2008	—	`conf`	Investigation of Different PV Distributions in Digital Breast Tomosynthesis (DBT) Mammography. Digital Mammography / IWDM Yiheng Zhang, Heang-Ping Chan, Mitchell M. Goodsitt, Andrea Schmitz, Jeffrey W. Eberhard, Bernhard E. H. Claus
2008	J	`jnl`	Performance Analysis of Three-Class Classifiers: Properties of a 3-D ROC Surface and the Normalized Volume Under the Surface for the Ideal Observer. IEEE Trans. Medical Imaging Berkman Sahiner, Heang-Ping Chan, Lubomir M. Hadjiiski
2008	—	`conf`	Volume analysis of treatment response of head and neck lesions using 3D level set segmentation. Computer-Aided Diagnosis Lubomir M. Hadjiiski, Ethan Street, Berkman Sahiner, Sachin Gujar, Mohannad Ibrahim, Heang-Ping Chan, Suresh K. Mukherji
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	B	`conf`	Classifier Performance Estimation Under the Constraint of a Finite Sample Size: Resampling Schemes Applied to Neural Network Classifiers. IJCNN Berkman Sahiner, Heang-Ping Chan, Lubomir M. Hadjiiski
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 detection of masses in digital tomosynthesis mammography: combination of 3D and 2D detection information. Computer-Aided Diagnosis Heang-Ping Chan, Jun Wei, Yiheng Zhang, Richard H. Moore, Daniel B. Kopans, Lubomir M. Hadjiiski, Berkman Sahiner, Marilyn A. Roubidoux, Mark A. Helvie
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`	Automated detection of ureter abnormalities on multi-detector row CT urography. Image Processing Lubomir M. Hadjiiski, Berkman Sahiner, Elaine M. Caoili, Richard H. Cohan, Heang-Ping Chan
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	—	`conf`	Generalized Filtered Back-Projection Reconstruction in Breast Tomosynthesis. Digital Mammography / IWDM Bernhard E. H. Claus, Jeffrey W. Eberhard, Andrea Schmitz, Paul L. Carson, Mitchell M. Goodsitt, Heang-Ping Chan
2006	—	`conf`	Mammography Tomosynthesis System for High Performance 3D Imaging. Digital Mammography / IWDM Jeffrey W. Eberhard, Douglas Albagli, Andrea Schmitz, Bernhard E. H. Claus, Paul L. Carson, Mitchell M. Goodsitt, Heang-Ping Chan, Marilyn A. Roubidoux, Jerry A. Thomas, Jacqueline Osland
2006	B	`conf`	Potential improvement of computerized mass detection on mammograms using a bilateral pairing technique. Image Processing Sophie Paquerault, Nicholas Petrick, Berkman Sahiner, Kyle J. Myers, Heang-Ping Chan
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
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 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
2004	B	`conf`	ROC study of the effects of computer-aided interval change analysis on radiologists' characterization of breast masses in two-view serial mammograms. Image Processing Lubomir M. Hadjiiski, Mark A. Helvie, Berkman Sahiner, Heang-Ping Chan, Marilyn A. Roubidoux, Alexis V. Nees, Nicholas Petrick, Caroline E. Blane, Chintana Paramagul, Janet E. Bailey, Stephanie Patterson, Katherine Klein, Dorit D. Adler, Michelle Foster, Joseph Shen
2004	—	`conf`	Sample size and validation issues on the development of CAD systems. CARS Heang-Ping Chan, Berkman Sahiner, Lubomir M. Hadjiiski
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`	ROC study: effects of computer-aided diagnosis on radiologists' characterization of malignant and benign breast masses in temporal pairs of mammograms. Image Processing Lubomir M. Hadjiiski, Heang-Ping Chan, Berkman Sahiner, Mark A. Helvie, Marilyn A. Roubidoux, Caroline E. Blane, Chintana Paramagul, Nicholas Petrick, Janet E. Bailey, Katherine Klein, Michelle Foster, Stephanie Patterson, Dorit D. Adler, Alexis V. Nees, Joseph Shen
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
2002	B	`conf`	Computer-aided characterization of malignant and benign microcalcification clusters based on the analysis of temporal change of mammographic features. Image Processing Lubomir M. Hadjiiski, Heang-Ping Chan, Berkman Sahiner, Nicholas Petrick, Mark A. Helvie, Marilyn A. Roubidoux, Metin Nafi Gürcan
2002	B	`conf`	Optimal neural network architecture selection: effects on computer-aided detection of mammographic microcalcifications. Image Processing Metin Nafi Gürcan, Heang-Ping Chan, Berkman Sahiner, Lubomir M. Hadjiiski, Nicholas Petrick, Mark A. Helvie
2002	B	`conf`	Use of joint two-view information for computerized lesion detection on mammograms: improvement of microcalcification detection accuracy. Image Processing Berkman Sahiner, Metin Nafi Gürcan, Heang-Ping Chan, Lubomir M. Hadjiiski, Nicholas Petrick, Mark A. Helvie
2001	B	`conf`	Analysis of temporal change of mammographic features for computer-aided characterization of malignant and benign masses. Image Processing Lubomir M. Hadjiiski, Berkman Sahiner, Heang-Ping Chan, Nicholas Petrick, Mark A. Helvie, Metin Nafi Gürcan
2001	J	`jnl`	Computer-Aided Characterization of Mammographic Masses: Accuracy of Mass Segmentation and Its Effect on Characterization. IEEE Trans. Medical Imaging Berkman Sahiner, Nicholas Petrick, Heang-Ping Chan, Lubomir M. Hadjiiski, Chintana Paramagul, Mark A. Helvie, Metin N. Gurcan
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
2001	B	`conf`	Improvement of mammographic lesion detection by fusion of information from different views. Image Processing Sophie Paquerault, Nicholas Petrick, Heang-Ping Chan, Berkman Sahiner
2001	B	`conf`	Integer wavelet compression guided by a computer-aided detection system in mammography. Image Processing Shih-Chung Benedict Lo, Erini Makariou, Andrzej Delegacz, Heang-Ping Chan, Donald D. Dorfman, Matthew T. Freedman, Kevin S. Berbaum
2001	B	`conf`	Recognition of lesion correspondence on two mammographic views: a new method of false-positive reduction for computerized mass detection. Image Processing Berkman Sahiner, Nicholas Petrick, Heang-Ping Chan, Sophie Paquerault, Mark A. Helvie, Lubomir M. Hadjiiski
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`	Evaluation of an automated computer-aided diagnosis system for the detection of masses on prior mammograms. Image Processing Nicholas Petrick, Heang-Ping Chan, Berkman Sahiner, Mark A. Helvie, Sophie Paquerault
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
1999	J	`jnl`	Classification of Malignant and Benign Masses Based on Hybrid ART2LDA Approach. IEEE Trans. Medical Imaging Lubomir M. Hadjiiski, Berkman Sahiner, Heang-Ping Chan, Nicholas Petrick, Mark A. Helvie
1999	B	`conf`	Components of variance in ROC analysis of CADx classifier performance: II. Applications of the bootstrap. Image Processing Robert F. Wagner, Heang-Ping Chan, Berkman Sahiner, Nicholas Petrick, Joseph T. Mossoba
1999	B	`conf`	Hybrid unsupervised-supervised approach for computerized classification of malignant and benign masses on mammograms. Image Processing Lubomir M. Hadjiiski, Berkman Sahiner, Heang-Ping Chan, Nicholas Petrick, Mark A. Helvie
1999	B	`conf`	Stepwise linear discriminant analysis in computer-aided diagnosis: the effect of finite sample size. Image Processing Berkman Sahiner, Heang-Ping Chan, Nicholas Petrick, Robert F. Wagner, Lubomir M. Hadjiiski
1998	B	`conf`	Components of variance in ROC analysis of CADx classifier performance. Image Processing Robert F. Wagner, Heang-Ping Chan, Joseph T. Mossoba, Berkman Sahiner, Nicholas Petrick
1998	B	`conf`	Computerized characterization of breast masses using three-dimensional ultrasound images. Image Processing Berkman Sahiner, Gerald L. LeCarpentier, Heang-Ping Chan, Marilyn A. Roubidoux, Nicholas Petrick, Mitchell M. Goodsitt, S. Sanjay-Gopal, Paul L. Carson
1998	B	`conf`	Effects of sample size on classifier design for computer-aided diagnosis. Image Processing Heang-Ping Chan, Berkman Sahiner, Robert F. Wagner, Nicholas Petrick
1998	B	`conf`	Regional mammogram registration technique for automated analysis of interval changes of breast lesions. Image Processing S. Sanjay-Gopal, Heang-Ping Chan, Nicholas Petrick, Todd E. Wilson, Berkman Sahiner, Mark A. Helvie, Mitchell M. Goodsitt
1997	—	`conf`	Neural network based segmentation using a priori image models. ICNN S. Sanjay-Gopal, Berkman Sahiner, Heang-Ping Chan, Nicholas Petrick
1997	—	`conf`	Neural network design for optimization of the partial area under the receiver operating characteristic curve. ICNN Berkman Sahiner, Heang-Ping Chan, Nicholas Petrick, S. Sanjay-Gopal, Mitchell M. Goodsitt
1996	J	`jnl`	An adaptive density-weighted contrast enhancement filter for mammographic breast mass detection. IEEE Trans. Medical Imaging Nicholas Petrick, Heang-Ping Chan, Berkman Sahiner, Datong Wei
1996	J	`jnl`	Classification of mass and normal breast tissue: a convolution neural network classifier with spatial domain and texture images. IEEE Trans. Medical Imaging Berkman Sahiner, Heang-Ping Chan, Nicholas Petrick, Datong Wei, Mark A. Helvie, Dorit D. Adler, Mitchell M. Goodsitt
1996	B	`conf`	Classification of masses on mammograms using rubber-band straightening transform and feature analysis. Image Processing Berkman Sahiner, Heang-Ping Chan, Nicholas Petrick, Mark A. Helvie, Dorit D. Adler, Mitchell M. Goodsitt
1996	B	`conf`	Effects of pixel size on classification of microcalcifications on digitized mammograms. Image Processing Heang-Ping Chan, Berkman Sahiner, Nicholas Petrick, Kwok Leung Lam, Mark A. Helvie
1995	J	`jnl`	Artificial convolution neural network for medical image pattern recognition. Neural Networks Shih-Chung Ben Lo, Heang-Ping Chan, Jyh-Shyan Lin, Huai Li, Matthew T. Freedman, Seong Ki Mun
1995	Misc	`conf`	Detection of masses on mammograms using a convolution neural network. ICASSP Datong Wei, Berkman Sahiner, Heang-Ping Chan, Nicholas Petrick
1992	B	`conf`	Computer-aided detection and characterization of hyperparathyroidism in digital hand radiographs. CBMS Chair-Li Chang, Heang-Ping Chan, Loren Niklason, Jeffery Crabbe, John Mathews, Mark Cobby, Ronald S. Adler