Computer-aided detection and characterization of hyperparathyroidism in digital hand radiographs. - Chair-Li Chang; Heang-Ping Chan; Loren Niklason; Jeffery Crabbe; John Mathews; Mark Cobby; Ronald S. Adler (CBMS, 1992)

Detection of masses on mammograms using a convolution neural network. - Datong Wei; Berkman Sahiner; Heang-Ping Chan; Nicholas Petrick (ICASSP, 1995)

Artificial convolution neural network for medical image pattern recognition. - Shih-Chung Ben Lo; Heang-Ping Chan; Jyh-Shyan Lin; Huai Li; Matthew T. Freedman; Seong Ki Mun (Neural Networks, 1995)

Effects of pixel size on classification of microcalcifications on digitized mammograms. - Heang-Ping Chan; Berkman Sahiner; Nicholas Petrick; Kwok Leung Lam; Mark A. Helvie (Image Processing, 1996)

Classification of masses on mammograms using rubber-band straightening transform and feature analysis. - Berkman Sahiner; Heang-Ping Chan; Nicholas Petrick; Mark A. Helvie; Dorit D. Adler; Mitchell M. Goodsitt (Image Processing, 1996)

An adaptive density-weighted contrast enhancement filter for mammographic breast mass detection. - Nicholas Petrick; Heang-Ping Chan; Berkman Sahiner; Datong Wei (IEEE Trans. Medical Imaging, 1996)

Classification of mass and normal breast tissue: a convolution neural network classifier with spatial domain and texture images. - Berkman Sahiner; Heang-Ping Chan; Nicholas Petrick; Datong Wei; Mark A. Helvie; Dorit D. Adler; Mitchell M. Goodsitt (IEEE Trans. Medical Imaging, 1996)

Neural network design for optimization of the partial area under the receiver operating characteristic curve. - Berkman Sahiner; Heang-Ping Chan; Nicholas Petrick; S. Sanjay-Gopal; Mitchell M. Goodsitt (ICNN, 1997)

Neural network based segmentation using a priori image models. - S. Sanjay-Gopal; Berkman Sahiner; Heang-Ping Chan; Nicholas Petrick (ICNN, 1997)

Effects of sample size on classifier design for computer-aided diagnosis. - Heang-Ping Chan; Berkman Sahiner; Robert F. Wagner; Nicholas Petrick (Image Processing, 1998)

Computerized characterization of breast masses using three-dimensional ultrasound images. - Berkman Sahiner; Gerald L. LeCarpentier; Heang-Ping Chan; Marilyn A. Roubidoux; Nicholas Petrick; Mitchell M. Goodsitt; S. Sanjay-Gopal; Paul L. Carson (Image Processing, 1998)

Regional mammogram registration technique for automated analysis of interval changes of breast lesions. - S. Sanjay-Gopal; Heang-Ping Chan; Nicholas Petrick; Todd E. Wilson; Berkman Sahiner; Mark A. Helvie; Mitchell M. Goodsitt (Image Processing, 1998)

Components of variance in ROC analysis of CADx classifier performance. - Robert F. Wagner; Heang-Ping Chan; Joseph T. Mossoba; Berkman Sahiner; Nicholas Petrick (Image Processing, 1998)

Hybrid unsupervised-supervised approach for computerized classification of malignant and benign masses on mammograms. - Lubomir M. Hadjiiski; Berkman Sahiner; Heang-Ping Chan; Nicholas Petrick; Mark A. Helvie (Image Processing, 1999)

Stepwise linear discriminant analysis in computer-aided diagnosis: the effect of finite sample size. - Berkman Sahiner; Heang-Ping Chan; Nicholas Petrick; Robert F. Wagner; Lubomir M. Hadjiiski (Image Processing, 1999)

Components of variance in ROC analysis of CADx classifier performance: II. Applications of the bootstrap. - Robert F. Wagner; Heang-Ping Chan; Berkman Sahiner; Nicholas Petrick; Joseph T. Mossoba (Image Processing, 1999)

Classification of Malignant and Benign Masses Based on Hybrid ART2LDA Approach. - Lubomir M. Hadjiiski; Berkman Sahiner; Heang-Ping Chan; Nicholas Petrick; Mark A. Helvie (IEEE Trans. Medical Imaging, 1999)

Interval change analysis in temporal pairs of mammograms using a local affine transformation. - Lubomir M. Hadjiiski; Heang-Ping Chan; Berkman Sahiner; Nicholas Petrick; Mark A. Helvie; Sophie Paquerault; Chuan Zhou 002 (Image Processing, 2000)

Evaluation of an automated computer-aided diagnosis system for the detection of masses on prior mammograms. - Nicholas Petrick; Heang-Ping Chan; Berkman Sahiner; Mark A. Helvie; Sophie Paquerault (Image Processing, 2000)

Computerized image analysis: estimation of breast density on mammograms. - Chuan Zhou 002; Heang-Ping Chan; Nicholas Petrick; Berkman Sahiner; Mark A. Helvie; Marilyn A. Roubidoux; Lubomir M. Hadjiiski; Mitchell M. Goodsitt (Image Processing, 2000)

Computerized lung nodule detection on thoracic CT images: combined rule-based and statistical classifier for false-positive reduction. - Metin Nafi Gürcan; Nicholas Petrick; Berkman Sahiner; Heang-Ping Chan; Philip N. Cascade; Ella A. Kazerooni; Lubomir M. Hadjiiski (Image Processing, 2001)

Analysis of temporal change of mammographic features for computer-aided characterization of malignant and benign masses. - Lubomir M. Hadjiiski; Berkman Sahiner; Heang-Ping Chan; Nicholas Petrick; Mark A. Helvie; Metin Nafi Gürcan (Image Processing, 2001)

Integer wavelet compression guided by a computer-aided detection system in mammography. - Shih-Chung Benedict Lo; Erini Makariou; Andrzej Delegacz; Heang-Ping Chan; Donald D. Dorfman; Matthew T. Freedman; Kevin S. Berbaum (Image Processing, 2001)

Improvement of mammographic lesion detection by fusion of information from different views. - Sophie Paquerault; Nicholas Petrick; Heang-Ping Chan; Berkman Sahiner (Image Processing, 2001)

Recognition of lesion correspondence on two mammographic views: a new method of false-positive reduction for computerized mass detection. - Berkman Sahiner; Nicholas Petrick; Heang-Ping Chan; Sophie Paquerault; Mark A. Helvie; Lubomir M. Hadjiiski (Image Processing, 2001)

Computer-Aided Characterization of Mammographic Masses: Accuracy of Mass Segmentation and Its Effect on Characterization. - Berkman Sahiner; Nicholas Petrick; Heang-Ping Chan; Lubomir M. Hadjiiski; Chintana Paramagul; Mark A. Helvie; Metin N. Gurcan (IEEE Trans. Medical Imaging, 2001)

Optimal neural network architecture selection: effects on computer-aided detection of mammographic microcalcifications. - Metin Nafi Gürcan; Heang-Ping Chan; Berkman Sahiner; Lubomir M. Hadjiiski; Nicholas Petrick; Mark A. Helvie (Image Processing, 2002)

Computer-aided characterization of malignant and benign microcalcification clusters based on the analysis of temporal change of mammographic features. - Lubomir M. Hadjiiski; Heang-Ping Chan; Berkman Sahiner; Nicholas Petrick; Mark A. Helvie; Marilyn A. Roubidoux; Metin Nafi Gürcan (Image Processing, 2002)

Use of joint two-view information for computerized lesion detection on mammograms: improvement of microcalcification detection accuracy. - Berkman Sahiner; Metin Nafi Gürcan; Heang-Ping Chan; Lubomir M. Hadjiiski; Nicholas Petrick; Mark A. Helvie (Image Processing, 2002)

Design of three-class classifiers in computer-aided diagnosis: Monte Carlo simulation study. - Heang-Ping Chan; Berkman Sahiner; Lubomir M. Hadjiiski; Nicholas Petrick; Chuan Zhou 002 (Image Processing, 2003)

ROC study: effects of computer-aided diagnosis on radiologists' characterization of malignant and benign breast masses in temporal pairs of mammograms. - 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; et al. (Image Processing, 2003)

Three-dimensional active contour model for characterization of solid breast masses on three-dimensional ultrasound images. - Berkman Sahiner; Aditya Ramachandran; Heang-Ping Chan; Marilyn A. Roubidoux; Lubomir M. Hadjiiski; Mark A. Helvie; Nicholas Petrick; Chuan Zhou 002 (Image Processing, 2003)

Computerized detection of pulmonary embolism in 3D computed tomographic (CT) images: vessel tracking and segmentation techniques. - Chuan Zhou 002; Lubomir M. Hadjiiski; Berkman Sahiner; Heang-Ping Chan; Smita Patel; Philip Cascade; Ella A. Kazerooni; Jun Wei 002 (Image Processing, 2003)

Sample size and validation issues on the development of CAD systems. - Heang-Ping Chan; Berkman Sahiner; Lubomir M. Hadjiiski (CARS, 2004)

Computer-aided detection of breast masses on full-field digital mammograms: false positive reduction using gradient field analysis. - Jun Wei 002; Berkman Sahiner; Lubomir M. Hadjiiski; Heang-Ping Chan; Nicholas Petrick; Mark A. Helvie; Chuan Zhou 002; Zhanyu Ge (Image Processing, 2004)

Computer-aided detection of lung nodules: false positive reduction using a 3D gradient field method. - Zhanyu Ge; Berkman Sahiner; Heang-Ping Chan; Lubomir M. Hadjiiski; Jun Wei 002; Naama Bogot; Philip N. Cascade; Ella A. Kazerooni; Chuan Zhou 002 (Image Processing, 2004)

ROC study of the effects of computer-aided interval change analysis on radiologists' characterization of breast masses in two-view serial mammograms. - 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; et al. (Image Processing, 2004)

Multimodality CAD: combination of computerized classification techniques based on mammograms and 3D ultrasound volumes for improved accuracy in breast mass characterization. - Berkman Sahiner; Heang-Ping Chan; Lubomir M. Hadjiiski; Marilyn A. Roubidoux; Chintana Paramagul; Mark A. Helvie; Chuan Zhou 002 (Image Processing, 2004)

Computerized multiple image analysis on mammograms: performance improvement of nipple identification for registration of multiple views using texture convergence analyses. - Chuan Zhou 002; Heang-Ping Chan; Berkman Sahiner; Lubomir M. Hadjiiski; Chintana Paramagul (Image Processing, 2004)

Computer-aided detection of breast masses on mammograms: performance improvement using a dual system. - Jun Wei 002; Berkman Sahiner; Lubomir M. Hadjiiski; Heang-Ping Chan; Mark A. Helvie; Marilyn A. Roubidoux; Nicholas Petrick; Jun Ge; Chuan Zhou 002 (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. - Jun Ge; Jun Wei 002; Lubomir M. Hadjiiski; Berkman Sahiner; Heang-Ping Chan; Mark A. Helvie; Chuan Zhou 002 (Image Processing, 2005)

False-positive reduction using Hessian features in computer-aided detection of pulmonary nodules on thoracic CT images. - Berkman Sahiner; Zhanyu Ge; Heang-Ping Chan; Lubomir M. Hadjiiski; Naama Bogot; Philip N. Cascade; Ella A. Kazerooni (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. - Berkman Sahiner; Lubomir M. Hadjiiski; Heang-Ping Chan; Chuan Zhou 002; Jun Wei 002 (Image Processing, 2005)

Computerized pectoral muscle identification on MLO-view mammograms for CAD applications. - Chuan Zhou 002; Lubomir M. Hadjiiski; Chintana Paramagul; Berkman Sahiner; Heang-Ping Chan; Jun Wei 002 (Image Processing, 2005)

Generalized Filtered Back-Projection Reconstruction in Breast Tomosynthesis. - Bernhard E. H. Claus; Jeffrey W. Eberhard; Andrea Schmitz; Paul L. Carson; Mitchell M. Goodsitt; Heang-Ping Chan (Digital Mammography / IWDM, 2006)

Mammography Tomosynthesis System for High Performance 3D Imaging. - 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 (Digital Mammography / IWDM, 2006)

Two-view information fusion for improvement of computer-aided detection (CAD) of breast masses on mammograms. - Jun Wei 002; Berkman Sahiner; Lubomir M. Hadjiiski; Heang-Ping Chan; Mark A. Helvie; Marilyn A. Roubidoux; Chuan Zhou 002; Jun Ge; Yiheng Zhang (Image Processing, 2006)

Regularized discriminate analysis for breast mass detection on full field digital mammograms. - Jun Wei 002; Berkman Sahiner; Yiheng Zhang; Heang-Ping Chan; Lubomir M. Hadjiiski; Chuan Zhou 002; Jun Ge; Yi-Ta Wu (Image Processing, 2006)

Computer-aided detection of clustered microcalcifications on full-field digital mammograms: a two-view information fusion scheme for FP reduction. - Jun Ge; Berkman Sahiner; Heang-Ping Chan; Lubomir M. Hadjiiski; Mark A. Helvie; Chuan Zhou 002; Jun Wei 002; Yiheng Zhang (Image Processing, 2006)

Characterization of corresponding microcalcification clusters on temporal pairs of mammograms for interval change analysis: comparison of classifiers. - Lubomir M. Hadjiiski; Douglas Drouillard; Heang-Ping Chan; Berkman Sahiner; Mark A. Helvie; Marilyn A. Roubidoux; Chuan Zhou 002 (Image Processing, 2006)

Automated detection of ureter abnormalities on multi-detector row CT urography. - Lubomir M. Hadjiiski; Berkman Sahiner; Elaine M. Caoili; Richard H. Cohan; Heang-Ping Chan (Image Processing, 2006)

Potential improvement of computerized mass detection on mammograms using a bilateral pairing technique. - Sophie Paquerault; Nicholas Petrick; Berkman Sahiner; Kyle J. Myers; Heang-Ping Chan (Image Processing, 2006)

Computerized lung nodule detection on screening CT scans: performance on juxta-pleural and internal nodules. - Berkman Sahiner; Lubomir M. Hadjiiski; Heang-Ping Chan; Chuan Zhou 002; Jun Wei 002 (Image Processing, 2006)

Computer-aided detection of breast masses on mammograms: bilateral analysis for false positive reduction. - Yi-Ta Wu; Lubomir M. Hadjiiski; Jun Wei 002; Chuan Zhou 002; Berkman Sahiner; Heang-Ping Chan (Image Processing, 2006)

Automatic pulmonary vessel segmentation in 3D computed tomographic pulmonary angiographic (CTPA) images. - Chuan Zhou 002; Heang-Ping Chan; Lubomir M. Hadjiiski; Smita Patel; Philip N. Cascade; Berkman Sahiner; Jun Wei 002; Jun Ge; Ella A. Kazerooni (Image Processing, 2006)

Computer-aided detection of breast masses on prior mammograms. - Jun Wei 002; Berkman Sahiner; Heang-Ping Chan; Lubomir M. Hadjiiski; Marilyn A. Roubidoux; Mark A. Helvie; Jun Ge; Chuan Zhou 002; Yi-Ta Wu (Computer-Aided Diagnosis, 2007)

Computer-aided detection of masses in digital tomosynthesis mammography: combination of 3D and 2D detection information. - Heang-Ping Chan; Jun Wei 002; Yiheng Zhang; Richard H. Moore; Daniel B. Kopans; Lubomir M. Hadjiiski; Berkman Sahiner; Marilyn A. Roubidoux; Mark A. Helvie (Computer-Aided Diagnosis, 2007)

Computer-aided diagnosis for interval change analysis of lung nodule features in serial CT examinations. - Lubomir M. Hadjiiski; Ted Way; Berkman Sahiner; Heang-Ping Chan; Philip Cascade; Naama Bogot; Ella A. Kazerooni; Chuan Zhou 002 (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. - Berkman Sahiner; Lubomir M. Hadjiiski; Heang-Ping Chan; Jiazheng Shi; Ted Way; Philip N. Cascade; Ella A. Kazerooni; Chuan Zhou 002; Jun Wei 002 (Computer-Aided Diagnosis, 2007)

Pulmonary nodule registration in serial CT scans using rib anatomy and nodule template matching. - Jiazheng Shi; Berkman Sahiner; Heang-Ping Chan; Lubomir M. Hadjiiski; Chuan Zhou 002; Yi-Ta Wu; Jun Wei 002 (Computer-Aided Diagnosis, 2007)

Automated detection of pulmonary embolism (PE) in computed tomographic pulmonary angiographic (CTPA) images: multiscale hierachical expectation-maximization segmentation of vessels and PEs. - Chuan Zhou 002; Heang-Ping Chan; Lubomir M. Hadjiiski; Aamer Chughtai; Smita Patel; Philip N. Cascade; Berkman Sahiner; Jun Wei 002; Jun Ge; Ella A. Kazerooni (Computer-Aided Diagnosis, 2007)

Digital tomosynthesis mammography: intra- and interplane artifact reduction for high-contrast objects on reconstructed slices using a priori 3D geometrical information. - Jun Ge; Heang-Ping Chan; Berkman Sahiner; Yiheng Zhang; Jun Wei 002; Lubomir M. Hadjiiski; Chuan Zhou 002 (Image Processing, 2007)

A dynamic multiple thresholding method for automated breast boundary detection in digitized mammograms. - Yi-Ta Wu; Chuan Zhou 002; Lubomir M. Hadjiiski; Jiazheng Shi; Jun Wei 002; Chintana Paramagul; Berkman Sahiner; Heang-Ping Chan (Image Processing, 2007)

Detection of Masses in Digital Breast Tomosynthesis Mammography: Effects of the Number of Projection Views and Dose. - Heang-Ping Chan; Jun Wei 002; Yiheng Zhang; Berkman Sahiner; Lubomir M. Hadjiiski; Mark A. Helvie (Digital Mammography / IWDM, 2008)

Automated Registration of Volumes of Interest for a Combined X-Ray Tomosynthesis and Ultrasound Breast Imaging System. - Mitchell M. Goodsitt; Heang-Ping Chan; Lubomir M. Hadjiiski; Gerald L. LeCarpentier; Paul L. Carson (Digital Mammography / IWDM, 2008)

Computerized Detection and Classification of Malignant and Benign Microcalcifications on Full Field Digital Mammograms. - Lubomir M. Hadjiiski; Peter Filev; Heang-Ping Chan; Jun Ge; Berkman Sahiner; Mark A. Helvie; Marilyn A. Roubidoux (Digital Mammography / IWDM, 2008)

Breast Mass Classification on Full-Field Digital Mammography and Screen-Film Mammography. - Jiazheng Shi; Berkman Sahiner; Heang-Ping Chan; Lubomir M. Hadjiiski; Jun Ge; Jun Wei 002 (Digital Mammography / IWDM, 2008)

Investigation of Different PV Distributions in Digital Breast Tomosynthesis (DBT) Mammography. - Yiheng Zhang; Heang-Ping Chan; Mitchell M. Goodsitt; Andrea Schmitz; Jeffrey W. Eberhard; Bernhard E. H. Claus (Digital Mammography / IWDM, 2008)

Classification of breast masses and normal tissues in digital tomosynthesis mammography. - Jun Wei 002; Heang-Ping Chan; Yiheng Zhang; Berkman Sahiner; Chuan Zhou 002; Jun Ge; Yi-Ta Wu; Lubomir M. Hadjiiski (Computer-Aided Diagnosis, 2008)

Digital tomosynthesis mammography: comparison of mass classification using 3D slices and 2D projection views. - Heang-Ping Chan; Yi-Ta Wu; Berkman Sahiner; Yiheng Zhang; Jun Wei 002; Richard H. Moore; Daniel B. Kopans; Mark A. Helvie; Lubomir M. Hadjiiski; Ted Way (Computer-Aided Diagnosis, 2008)

Design and evaluation of a new automated method for the segmentation and characterization of masses on ultrasound images. - Jing Cui; Berkman Sahiner; Heang-Ping Chan; Alexis V. Nees; Chintana Paramagul; Lubomir M. Hadjiiski; Chuan Zhou 002; Jiazheng Shi (Computer-Aided Diagnosis, 2008)

Characterization of posterior acoustic features of breast masses on ultrasound images using artificial neural network. - Jing Cui; Berkman Sahiner; Heang-Ping Chan; Chintana Paramagul; Alexis V. Nees; Lubomir M. Hadjiiski; Yi-Ta Wu (Computer-Aided Diagnosis, 2008)

Automated detection of breast vascular calcification on full-field digital mammograms. - Jun Ge; Heang-Ping Chan; Berkman Sahiner; Chuan Zhou 002; Mark A. Helvie; Jun Wei 002; Lubomir M. Hadjiiski; Yiheng Zhang; Yi-Ta Wu; Jiazheng Shi (Computer-Aided Diagnosis, 2008)

Automated detection of ureteral wall thickening on multi-detector row CT urography. - Lubomir M. Hadjiiski; Berkman Sahiner; Elaine M. Caoili; Richard H. Cohan; Chuan Zhou 002; Heang-Ping Chan (Computer-Aided Diagnosis, 2008)

Volume analysis of treatment response of head and neck lesions using 3D level set segmentation. - Lubomir M. Hadjiiski; Ethan Street; Berkman Sahiner; Sachin Gujar; Mohannad Ibrahim; Heang-Ping Chan; Suresh K. Mukherji (Computer-Aided Diagnosis, 2008)

Concordance of computer-extracted image features with BI-RADS descriptors for mammographic mass margin. - Berkman Sahiner; Lubomir M. Hadjiiski; Heang-Ping Chan; Chintana Paramagul; Alexis V. Nees; Mark A. Helvie; Jiazheng Shi (Computer-Aided Diagnosis, 2008)

Breast mass segmentation on dynamic contrast-enhanced magnetic resonance scans using the level set method. - Jiazheng Shi; Berkman Sahiner; Heang-Ping Chan; Chintana Paramagul; Lubomir M. Hadjiiski; Mark A. Helvie; Yi-Ta Wu; Jun Ge; Yiheng Zhang; Chuan Zhou 002; Jun Wei 002 (Computer-Aided Diagnosis, 2008)

Comparison of mammographic parenchymal patterns of normal subjects and breast cancer patients. - Yi-Ta Wu; Berkman Sahiner; Heang-Ping Chan; Jun Wei 002; Lubomir M. Hadjiiski; Mark A. Helvie; Yiheng Zhang; Jiazheng Shi; Chuan Zhou 002; Jun Ge; Jing Cui (Computer-Aided Diagnosis, 2008)

Automated segmentation and tracking of coronary arteries in ECG-gated cardiac CT scans. - Chuan Zhou 002; Heang-Ping Chan; Aamer Chughtai; Smita Patel; Prachi Pragya Agarwal; Lubomir M. Hadjiiski; Berkman Sahiner; Jun Wei 002; Jun Ge; Ella A. Kazerooni (Computer-Aided Diagnosis, 2008)

Classifier performance estimation under the constraint of a finite sample size: Resampling schemes applied to neural network classifiers. - Berkman Sahiner; Heang-Ping Chan; Lubomir M. Hadjiiski (Neural Networks, 2008)

Performance Analysis of Three-Class Classifiers: Properties of a 3-D ROC Surface and the Normalized Volume Under the Surface for the Ideal Observer. - Berkman Sahiner; Heang-Ping Chan; Lubomir M. Hadjiiski (IEEE Trans. Medical Imaging, 2008)

Comparison of breast parenchymal pattern on prior mammograms of breast cancer patients and normal subjects. - Jun Wei 002; Heang-Ping Chan; Chuan Zhou 002; Yi-Ta Wu; Berkman Sahiner; Lubomir M. Hadjiiski; Mark A. Helvie (Computer-Aided Diagnosis, 2009)

Comparison of computerized mass detection in digital breast tomosynthesis (DBT) mammograms and conventional mammograms. - Heang-Ping Chan; Jun Wei 002; Berkman Sahiner; Lubomir M. Hadjiiski; Mark A. Helvie (Computer-Aided Diagnosis, 2009)

A computer-aided diagnosis system for prediction of the probability of malignancy of breast masses on ultrasound images. - Jing Cui; Berkman Sahiner; Heang-Ping Chan; Jiazheng Shi; Alexis V. Nees; Chintana Paramagul; Lubomir M. Hadjiiski (Computer-Aided Diagnosis, 2009)

Automated segmentation of urinary bladder and detection of bladder lesions in multi-detector row CT urography. - Lubomir M. Hadjiiski; Berkman Sahiner; Heang-Ping Chan; Elaine M. Caoili; Richard H. Cohan; Chuan Zhou 002 (Computer-Aided Diagnosis, 2009)

Evaluation of computerized detection of pulmonary embolism in independent data sets of computed tomographic pulmonary angiographic (CTPA) scans. - Chuan Zhou 002; Heang-Ping Chan; Berkman Sahiner; Lubomir M. Hadjiiski; Aamer Chughtai; Smita Patel; Jun Wei 002; Philip N. Cascade; Ella A. Kazerooni (Computer-Aided Diagnosis, 2009)

Association of a mammographic parenchymal pattern (MPP) descriptor with breast cancer risk: a case-control study. - Jun Wei 002; Heang-Ping Chan; Chuan Zhou 002; Mark A. Helvie; Lubomir M. Hadjiiski; Berkman Sahiner (Computer-Aided Diagnosis, 2010)

Digital breast tomosynthesis: computerized detection of microcalcifications in reconstructed breast volume using a 3D approach. - Heang-Ping Chan; Berkman Sahiner; Jun Wei 002; Lubomir M. Hadjiiski; Chuan Zhou 002; Mark A. Helvie (Computer-Aided Diagnosis, 2010)

Digital breast tomosynthesis: feasibility of automated detection of microcalcification clusters on projections views. - Lubomir M. Hadjiiski; Heang-Ping Chan; Jun Wei 002; Berkman Sahiner; Chuan Zhou 002; Mark A. Helvie (Computer-Aided Diagnosis, 2010)

Interobserver variability effects on computerized volume analysis of treatment response of head and neck lesions in CT. - Lubomir M. Hadjiiski; Heang-Ping Chan; Mohannad Ibrahim; Berkman Sahiner; Sachin Gujar; Suresh K. Mukherji (Computer-Aided Diagnosis, 2010)

Automated segmentation and tracking of coronary arteries in cardiac CT scans: comparison of performance with a clinically used commercial software. - Chuan Zhou 002; Heang-Ping Chan; Aamer Chughtai; Smita Patel; Lubomir M. Hadjiiski; Berkman Sahiner; Jun Wei 002; Ella A. Kazerooni (Computer-Aided Diagnosis, 2010)

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. - Jun Wei 002; Heang-Ping Chan; Mark A. Helvie; Chuan Zhou 002; Lubomir M. Hadjiiski (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. - Jun Wei 002; Heang-Ping Chan; Berkman Sahiner; Lubomir M. Hadjiiski; Mark A. Helvie; Chuan Zhou 002; Yao Lu 007 (Computer-Aided Diagnosis, 2011)

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. - Hyun-chong Cho; Lubomir M. Hadjiiski; Berkman Sahiner; Heang-Ping Chan; Mark A. Helvie; Alexis V. Nees; Chintana Paramagul (Computer-Aided Diagnosis, 2011)

BI-RADS guided mammographic mass retrieval. - Yimo Tao; Shih-Chung Ben Lo; Lubomir M. Hadjiiski; Heang-Ping Chan; Matthew T. Freedman (Computer-Aided Diagnosis, 2011)

Computerized detection of pulmonary embolism in computed tomographic pulmonary angiography (CTPA): improvement of vessel segmentation. - Chuan Zhou 002; Heang-Ping Chan; Jean W. Kuriakose; Aamer Chughtai; Lubomir M. Hadjiiski; Jun Wei 002; Smita Patel; Ella A. Kazerooni (Computer-Aided Diagnosis, 2011)

Segmentation of urinary bladder in CT urography. - Lubomir M. Hadjiiski; Heang-Ping Chan; Elaine M. Caoili; Richard H. Cohan (EMBC, 2012)

Inter- and Intra-Observer Variability of Radiologists Evaluating CBIR Systems. - Lubomir M. Hadjiiski; Hyun-chong Cho; Heang-Ping Chan; Berkman Sahiner; Mark A. Helvie; Chintana Paramagul; Alexis V. Nees (Digital Mammography / IWDM, 2012)

Improving Image Quality of Digital Breast Tomosynthesis by Artifact Reduction. - Yao Lu 007; Heang-Ping Chan; Jun Wei 002; Lubomir M. Hadjiiski; Chuan Zhou 002 (Digital Mammography / IWDM, 2012)

Breast Parenchymal Pattern (BPP) Analysis: Comparison of Digital Mammograms and Breast Tomosynthesis. - Jun Wei 002; Heang-Ping Chan; Yao Lu 007; Lubomir M. Hadjiiski; Chuan Zhou 002; Mark A. Helvie (Digital Mammography / IWDM, 2012)

Computer-aided detection of microcalcifications in digital breast tomosynthesis (DBT): a multichannel signal detection approach on projection views. - Jun Wei 002; Heang-Ping Chan; Lubomir M. Hadjiiski; Mark A. Helvie; Chuan Zhou 002; Yao Lu 007 (Computer-Aided Diagnosis, 2012)

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. - Hyun-chong Cho; Lubomir M. Hadjiiski; Heang-Ping Chan; Berkman Sahiner; Mark A. Helvie; Chintana Paramagul; Alexis V. Nees (Computer-Aided Diagnosis, 2012)

Interactive content-based image retrieval (CBIR) computer-aided diagnosis (CADx) system for ultrasound breast masses using relevance feedback. - Hyun-chong Cho; Lubomir M. Hadjiiski; Berkman Sahiner; Heang-Ping Chan; Chintana Paramagul; Mark A. Helvie; Alexis V. Nees (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). - Yanhui Guo; Chuan Zhou 002; Heang-Ping Chan; Jean W. Kuriakose; Aamer Chughtai; Jun Wei 002; Lubomir M. Hadjiiski; Ella A. Kazerooni (Computer-Aided Diagnosis, 2012)

Segmentation of urinary bladder in CT Urography (CTU) using CLASS. - Lubomir M. Hadjiiski; Heang-Ping Chan; Yuen Law; Richard H. Cohan; Elaine M. Caoili; Hyun-chong Cho; Chuan Zhou 002; Jun Wei 002 (Computer-Aided Diagnosis, 2012)

Pulmonary vessel segmentation utilizing curved planar reformation and optimal path finding (CROP) in computed tomographic pulmonary angiography (CTPA) for CAD applications. - Chuan Zhou 002; Heang-Ping Chan; Jean W. Kuriakose; Aamer Chughtai; Jun Wei 002; Lubomir M. Hadjiiski; Yanhui Guo; Smita Patel; Ella A. Kazerooni (Computer-Aided Diagnosis, 2012)

Automated coronary artery tree extraction in coronary CT angiography using a multiscale enhancement and dynamic balloon tracking (MSCAR-DBT) method. - Chuan Zhou 002; Heang-Ping Chan; Aamer Chughtai; Smita Patel; Lubomir M. Hadjiiski; Jun Wei 002; Ella A. Kazerooni (Comput. Medical Imaging Graph., 2012)

Computerized detection of non-calcified plaques in coronary CT angiography: topological soft-gradient detection method for plaque prescreening. - Jun Wei 002; Chuan Zhou 002; Heang-Ping Chan; Aamer Chughtai; Smita Patel; Prachi Pragya Agarwal; Jean Kuriakose; Lubomir M. Hadjiiski; Ella A. Kazerooni (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). - Yanhui Guo; Chuan Zhou 002; Heang-Ping Chan; Jun Wei 002; Aamer Chughtai; Baskaran Sundaram; Lubomir M. Hadjiiski; Smita Patel; Ella A. Kazerooni (Computer-Aided Diagnosis, 2013)

Computerized segmentation of ureters in CT urography (CTU) using COMPASS. - Lubomir M. Hadjiiski; Heang-Ping Chan; Luke Niland; Richard H. Cohan; Elaine M. Caoili; Chuan Zhou 002; Jun Wei 002 (Computer-Aided Diagnosis, 2013)

Automated registration of coronary arterial trees from multiple phases in coronary CT angiography (cCTA). - Lubomir M. Hadjiiski; Chuan Zhou 002; Heang-Ping Chan; Aamer Chughtai; Prachi Pragya Agarwal; Jean Kuriakose; Smita Patel; Jun Wei 002; Ella A. Kazerooni (Computer-Aided Diagnosis, 2013)

Neural network training by maximization of the area under the ROC curve: application to characterization of masses on breast ultrasound as malignant or benign. - Berkman Sahiner; Xin He; Weijie Chen 007; Heang-Ping Chan; Lubomir M. Hadjiiski; Nicholas Petrick (Computer-Aided Diagnosis, 2013)

Detection of microcalcifications in breast tomosynthesis reconstructed with multiscale bilateral filtering regularization. - Ravi K. Samala; Heang-Ping Chan; Yao Lu 007; Lubomir M. Hadjiiski; Jun Wei 002; Berkman Sahiner; Mark A. Helvie (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. - Chuan Zhou 002; Heang-Ping Chan; Aamer Chughtai; Jun Wei 002; Lubomir M. Hadjiiski; Prachi Pragya Agarwal; Jean W. Kuriakose; Ella A. Kazerooni (Computer-Aided Diagnosis, 2013)

Curved planar reformation and optimal path tracing (CROP) method for false positive reduction in computer-aided detection of pulmonary embolism in CTPA. - Chuan Zhou 002; Heang-Ping Chan; Yanhui Guo; Jun Wei 002; Aamer Chughtai; Lubomir M. Hadjiiski; Baskaran Sundaram; Smita Patel; Jean W. Kuriakose; Ella A. Kazerooni (Computer-Aided Diagnosis, 2013)

Computerized luminal analysis for detection of non-calcified plaques in coronary CT angiography. - Jun Wei 002; Chuan Zhou 002; Heang-Ping Chan; Aamer Chughtai; Smita Patel; Prachi Pragya Agarwal; Jean Kuriakose; Lubomir M. Hadjiiski; Ella A. Kazerooni (Computer-Aided Diagnosis, 2014)

Comparison of CLASS and ITK-SNAP in segmentation of urinary bladder in CT urography. - Kenny H. Cha; Lubomir M. Hadjiiski; Heang-Ping Chan; Elaine M. Caoili; Richard H. Cohan; Chuan Zhou 002 (Computer-Aided Diagnosis, 2014)

Segmentation of urinary bladder in CT urography (CTU) using CLASS with enhanced contour conjoint procedure. - Kenny H. Cha; Lubomir M. Hadjiiski; Heang-Ping Chan; Richard H. Cohan; Elaine M. Caoili; Chuan Zhou 002 (Computer-Aided Diagnosis, 2014)

Surgical retained foreign object (RFO) prevention by computer aided detection (CAD). - Theodore C. Marentis; Lubomir M. Hadjiiski; Amrita R. Chaudhury; Lucas Rondon; Nikolaos Chronis; Heang-Ping Chan (Computer-Aided Diagnosis, 2014)

Digital breast tomosynthesis: effects of projection-view distribution on computer-aided detection of microcalcification clusters. - Ravi K. Samala; Heang-Ping Chan; Yao Lu 007; Lubomir M. Hadjiiski; Jun Wei 002; Mark A. Helvie (Computer-Aided Diagnosis, 2014)

Automated identification of spinal cord and vertebras on sagittal MRI. - Chuan Zhou 002; Heang-Ping Chan; Qian Dong; Bo He; Jun Wei 002; Lubomir M. Hadjiiski; Daniel Couriel (Computer-Aided Diagnosis, 2014)

COMPASS-based ureter segmentation in CT urography (CTU). - David Zick; Lubomir M. Hadjiiski; Heang-Ping Chan; Richard H. Cohan; Elaine M. Caoili; Chuan Zhou 002; Jun Wei 002 (Computer-Aided Diagnosis, 2014)

False positive reduction of microcalcification cluster detection in digital breast tomosynthesis. - Ning Xu; Sheng Yi; Paulo R. S. Mendonça; Tai-Peng Tian; Ravi Samala; Heang-Ping Chan (Image Processing, 2014)

Quantitative analysis of arterial flow properties for detection of non-calcified plaques in ECG-gated coronary CT angiography. - Jun Wei 002; Chuan Zhou 002; Heang-Ping Chan; Aamer Chughtai; Prachi Pragya Agarwal; Jean Kuriakose; Lubomir M. Hadjiiski; Smita Patel; Ella A. Kazerooni (Computer-Aided Diagnosis, 2015)

Computer-aided detection of bladder mass within contrast-enhanced region of CTU. - Kenny H. Cha; Lubomir M. Hadjiiski; Heang-Ping Chan; Elaine M. Caoili; Richard H. Cohan; Chuan Zhou 002 (Computer-Aided Diagnosis, 2015)

Ureter segmentation in CT urography (CTU) by COMPASS with multiscale Hessian enhancement. - Duncan Fairbanks; Lubomir M. Hadjiiski; Chuan Zhou 002; Heang-Ping Chan; Richard H. Cohan; Elaine M. Caoili; Kenny H. Cha (Computer-Aided Diagnosis, 2015)

Automatic selection of best quality vessels from multiple-phase coronary CT angiography (cCTA). - Jordan Liu; Lubomir M. Hadjiiski; Heang-Ping Chan; Chuan Zhou 002; Jun Wei 002; Aamer Chughtai; Jean Kuriakose; Prachi Pragya Agarwal; Ella A. Kazerooni (Computer-Aided Diagnosis, 2015)

Comparison of computer-aided detection of clustered microcalcifications in digital mammography and digital breast tomosynthesis. - Ravi K. Samala; Heang-Ping Chan; Yao Lu 007; Lubomir M. Hadjiiski; Jun Wei 002; Mark A. Helvie (Computer-Aided Diagnosis, 2015)

Digital breast tomosynthesis: application of 2D digital mammography CAD to detection of microcalcification clusters on planar projection image. - Ravi K. Samala; Heang-Ping Chan; Yao Lu 007; Lubomir M. Hadjiiski; Jun Wei 002; Mark A. Helvie (Computer-Aided Diagnosis, 2015)

Robustness evaluation of a computer-aided detection system for pulmonary embolism (PE) in CTPA using independent test set from multiple institutions. - Chuan Zhou 002; Heang-Ping Chan; Aamer Chughtai; Jean W. Kuriakose; Ella A. Kazerooni; Lubomir M. Hadjiiski; Jun Wei 002; Smita Patel (Computer-Aided Diagnosis, 2015)

Computerized flow and vessel wall analyses of coronary arteries for detection of non-calcified plaques in coronary CT angiography. - Jun Wei 002; Chuan Zhou 002; Heang-Ping Chan; Aamer Chughtai; Prachi Pragya Agarwal; Lubomir M. Hadjiiski; Ella A. Kazerooni (Computer-Aided Diagnosis, 2016)

Computer-aided detection of bladder mass within non-contrast-enhanced region of CT Urography (CTU). - Kenny H. Cha; Lubomir M. Hadjiiski; Heang-Ping Chan; Elaine M. Caoili; Richard H. Cohan; Alon Z. Weizer; Chuan Zhou 002 (Computer-Aided Diagnosis, 2016)

Comparison of bladder segmentation using deep-learning convolutional neural network with and without level sets. - Kenny H. Cha; Lubomir M. Hadjiiski; Ravi K. Samala; Heang-Ping Chan; Richard H. Cohan; Elaine M. Caoili (Computer-Aided Diagnosis, 2016)

Automatic detection of ureter lesions in CT urography. - Trevor Exell; Lubomir M. Hadjiiski; Heang-Ping Chan; Kenny H. Cha; Elaine M. Caoili; Richard H. Cohan; Jun Wei 002; Chuan Zhou 002 (Computer-Aided Diagnosis, 2016)

Automatic staging of bladder cancer on CT urography. - 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 002; Chuan Zhou 002 (Computer-Aided Diagnosis, 2016)

First and second-order features for detection of masses in digital breast tomosynthesis. - Ravi K. Samala; Jun Wei 002; Heang-Ping Chan; Lubomir M. Hadjiiski; Kenny H. Cha; Mark A. Helvie (Computer-Aided Diagnosis, 2016)

Deep-learning convolution neural network for computer-aided detection of microcalcifications in digital breast tomosynthesis. - Ravi K. Samala; Heang-Ping Chan; Lubomir M. Hadjiiski; Kenny H. Cha; Mark A. Helvie (Computer-Aided Diagnosis, 2016)

Reference state estimation of breast computed tomography for registration with digital mammography. - Ravi K. Samala; Heang-Ping Chan; Lubomir M. Hadjiiski; Ruola Ning; Kenny H. Cha; Mark A. Helvie (Computer-Aided Diagnosis, 2016)

Automated identification of best-quality coronary artery segments from multiple-phase coronary CT angiography (cCTA) for vessel analysis. - Chuan Zhou 002; Heang-Ping Chan; Lubomir M. Hadjiiski; Aamer Chughtai; Jun Wei 002; Ella A. Kazerooni (Computer-Aided Diagnosis, 2016)

Best-Quality Vessel Identification Using Vessel Quality Measure in Multiple-Phase Coronary CT Angiography. - Lubomir M. Hadjiiski; Jordan Liu; Heang-Ping Chan; Chuan Zhou 002; Jun Wei 002; Aamer Chughtai; Jean Kuriakose; Prachi Pragya Agarwal; Ella A. Kazerooni (Comput. Math. Methods Medicine, 2016)

A Similarity Study of Interactive Content-Based Image Retrieval Scheme for Classification of Breast Lesions. - Hyun-chong Cho; Lubomir M. Hadjiiski; Berkman Sahiner; Heang-Ping Chan; Chintana Paramagul; Mark A. Helvie; Alexis V. Nees; Hyun Chin Cho (IEICE Trans. Inf. Syst., 2016)

Radiomic modeling of BI-RADS density categories. - Jun Wei 002; Heang-Ping Chan; Mark A. Helvie; Marilyn A. Roubidoux; Chuan Zhou 002; Lubomir M. Hadjiiski (Computer-Aided Diagnosis, 2017)

Computer-aided detection of bladder masses in CT urography (CTU). - Kenny H. Cha; Lubomir M. Hadjiiski; Heang-Ping Chan; Elaine M. Caoili; Richard H. Cohan; Alon Z. Weizer; Ravi K. Samala (Computer-Aided Diagnosis, 2017)

Bladder cancer treatment response assessment using deep learning in CT with transfer learning. - 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 (Computer-Aided Diagnosis, 2017)

Segmentation of inner and outer bladder wall using deep-learning convolutional neural network in CT urography. - Marshall Gordon; Lubomir M. Hadjiiski; Kenny H. Cha; Heang-Ping Chan; Ravi Samala; Richard H. Cohan; Elaine M. Caoili (Computer-Aided Diagnosis, 2017)

Radiomics biomarkers for accurate tumor progression prediction of oropharyngeal cancer. - Lubomir M. Hadjiiski; Heang-Ping Chan; Kenny H. Cha; Ashok Srinivasan; Jun Wei 002; Chuan Zhou 002; Mark Prince; Silvana Papagerakis (Computer-Aided Diagnosis, 2017)

Identifying key radiogenomic associations between DCE-MRI and micro-RNA expressions for breast cancer. - Ravi K. Samala; Heang-Ping Chan; Lubomir M. Hadjiiski; Mark A. Helvie; Renaid B. Kim (Computer-Aided Diagnosis, 2017)

Quantitative analysis of CT attenuation distribution patterns of nodule components for pathologic categorization of lung nodules. - Chuan Zhou 002; Heang-Ping Chan; Jun Wei 002; Lubomir M. Hadjiiski; Aamer Chughtai; Ella A. Kazerooni (Computer-Aided Diagnosis, 2017)

Fully automated pectoral muscle identification on MLO-view mammograms with deep convolutional neural network. - Xiangyuan Ma; Jun Wei 002; Chuan Zhou 002; Heang-Ping Chan; Lubomir M. Hadjiiski; Yao Lu 007 (IWBI, 2018)

Computer-aided detection of bladder wall thickening in CT urography (CTU). - Kenny H. Cha; Lubomir M. Hadjiiski; Heang-Ping Chan; Elaine M. Caoili; Richard H. Cohan; Alon Z. Weizer; Marshall N. Gordon; Ravi K. Samala (Computer-Aided Diagnosis, 2018)

Bladder cancer treatment response assessment in CT urography using two-channel deep-learning network. - Kenny H. Cha; Lubomir M. Hadjiiski; Heang-Ping Chan; Ravi K. Samala; Richard H. Cohan; Elaine M. Caoili; Alon Z. Weizer; Ajjai Alva (Computer-Aided Diagnosis, 2018)

Bladder cancer staging in CT urography: effect of stage labels on statistical modeling of a decision support system. - 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 002; Chuan Zhou 002 (Computer-Aided Diagnosis, 2018)

Bladder cancer treatment response assessment with radiomic, clinical and radiologist semantic features. - 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 (Computer-Aided Diagnosis, 2018)

Generalization error analysis: deep convolutional neural network in mammography. - Caleb D. Richter; Ravi K. Samala; Heang-Ping Chan; Lubomir M. Hadjiiski; Kenny H. Cha (Computer-Aided Diagnosis, 2018)

Cross-domain and multi-task transfer learning of deep convolutional neural network for breast cancer diagnosis in digital breast tomosynthesis. - Ravi K. Samala; Heang-Ping Chan; Lubomir M. Hadjiiski; Mark A. Helvie; Caleb Richter; Kenny H. Cha (Computer-Aided Diagnosis, 2018)

Compression of deep convolutional neural network for computer-aided diagnosis of masses in digital breast tomosynthesis. - Ravi K. Samala; Heang-Ping Chan; Lubomir M. Hadjiiski; Mark A. Helvie; Caleb Richter; Kenny H. Cha (Computer-Aided Diagnosis, 2018)

Deep convolutional neural network for mammographic density segmentation. - Jun Wei 002; Songfeng Li; Heang-Ping Chan; Mark A. Helvie; Marilyn A. Roubidoux; Yao Lu 007; Chuan Zhou 002; Lubomir M. Hadjiiski; Ravi K. Samala (Computer-Aided Diagnosis, 2018)

Differentiating invasive and pre-invasive lung cancer by quantitative analysis of histopathologic images. - Chuan Zhou 002; Hongliu Sun; Heang-Ping Chan; Aamer Chughtai; Jun Wei 002; Lubomir M. Hadjiiski; Ella A. Kazerooni (Computer-Aided Diagnosis, 2018)

Geared Rotationally Identical and Invariant Convolutional Neural Network Systems. - Shih-Chung Ben Lo; Matthew T. Freedman; Seong Ki Mun; Heang-Ping Chan (CoRR, 2018)

Detector Blur and Correlated Noise Modeling for Digital Breast Tomosynthesis Reconstruction. - Jiabei Zheng; Jeffrey A. Fessler; Heang-Ping Chan (IEEE Trans. Medical Imaging, 2018)

Bladder cancer staging in CT urography: estimation and validation of decision thresholds for a radiomics-based decision support system. - 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 002; Chuan Zhou 002 (Computer-Aided Diagnosis, 2019)

Multi-path deep learning model for automated mammographic density categorization. - Xiangyuan Ma; Caleb Fisher; Jun Wei 002; Mark A. Helvie; Heang-Ping Chan; Chuan Zhou 002; Lubomir M. Hadjiiski; Yao Lu 007 (Computer-Aided Diagnosis, 2019)

2D and 3D bladder segmentation using U-Net-based deep-learning. - Xiangyuan Ma; Lubomir M. Hadjiiski; Jun Wei 002; Heang-Ping Chan; Kenny H. Cha; Richard H. Cohan; Elaine M. Caoili; Ravi Samala; Chuan Zhou 002; Yao Lu 007 (Computer-Aided Diagnosis, 2019)

Homogenization of breast MRI across imaging centers and feature analysis using unsupervised deep embedding. - Ravi K. Samala; Heang-Ping Chan; Lubomir M. Hadjiiski; Chintana Paramagul; Mark A. Helvie; Colleen H. Neal (Computer-Aided Diagnosis, 2019)

Analysis of deep convolutional features for detection of lung nodules in computed tomography. - Ravi K. Samala; Heang-Ping Chan; Caleb Richter; Lubomir M. Hadjiiski; Chuan Zhou 002; Jun Wei 002 (Computer-Aided Diagnosis, 2019)

Deep learning based bladder cancer treatment response assessment. - 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 (Computer-Aided Diagnosis, 2019)

Quantitative MRI biomarker for treatment response assessment of multiple myeloma: robustness evaluation using independent test set of prospective cases. - Chuan Zhou 002; Qian Dong; Heang-Ping Chan; Erica L. Campagnaro; Jun Wei 002; Lubomir M. Hadjiiski (Computer-Aided Diagnosis, 2019)

Variabilities in Reference Standard by Radiologists and Performance Assessment in Detection of Pulmonary Embolism in CT Pulmonary Angiography. - Chuan Zhou 002; Heang-Ping Chan; Aamer Chughtai; Smita Patel; Jean Kuriakose; Lubomir M. Hadjiiski; Jun Wei 002; Ella A. Kazerooni (J. Digit. Imaging, 2019)

Breast Cancer Diagnosis in Digital Breast Tomosynthesis: Effects of Training Sample Size on Multi-Stage Transfer Learning Using Deep Neural Nets. - Ravi K. Samala; Heang-Ping Chan; Lubomir M. Hadjiiski; Mark A. Helvie; Caleb D. Richter; Kenny H. Cha (IEEE Trans. Medical Imaging, 2019)

Convolutional neural network-based decision support system for bladder cancer staging in CT urography: decision threshold estimation and validation. - 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 002 (Computer-Aided Diagnosis, 2020)

Bladder wall segmentation using U-net based deep learning. - Michael I. Ivanitskiy; Lubomir M. Hadjiiski; Heang-Ping Chan; Ravi Samala; Richard H. Cohan; Elaine M. Caoili; Alon Z. Weizer; Ajjai Alva; Jun Wei 002; Chuan Zhou 002 (Computer-Aided Diagnosis, 2020)

Explainable AI for medical imaging: deep-learning CNN ensemble for classification of estrogen receptor status from breast MRI. - Zachary Papanastasopoulos; Ravi K. Samala; Heang-Ping Chan; Lubomir M. Hadjiiski; Chintana Paramagul; Mark A. Helvie; Colleen H. Neal (Computer-Aided Diagnosis, 2020)

Hazards of data leakage in machine learning: a study on classification of breast cancer using deep neural networks. - Ravi K. Samala; Heang-Ping Chan; Lubomir M. Hadjiiski; Sathvik Koneru (Computer-Aided Diagnosis, 2020)

Hybrid deep-learning model for volume segmentation of lung nodules in CT images. - Yifan Wang; Chuan Zhou 002; Heang-Ping Chan; Lubomir M. Hadjiiski; Jun Wei 002; Aamer Chughtai; Ella A. Kazerooni (Computer-Aided Diagnosis, 2020)

Generating high resolution digital mammogram from digitized film mammogram with conditional generative adversarial network. - Yuanpin Zhou; Jun Wei 002; Mark A. Helvie; Heang-Ping Chan; Chuan Zhou 002; Lubomir M. Hadjiiski; Yao Lu 007 (Computer-Aided Diagnosis, 2020)

Deep learning-based risk stratification for treatment management of multiple myeloma with sequential MRI scans. - Chuan Zhou 002; Heang-Ping Chan; Lubomir M. Hadjiiski; Qian Dong (Computer-Aided Diagnosis, 2021)

Multi-institutional observer performance study for bladder cancer treatment response assessment in CT urography with and without computerized decision support. - 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; et al. (Computer-Aided Diagnosis, 2021)

Severity assessment of COVID-19 using imaging descriptors: a deep-learning transfer learning approach from non-COVID-19 pneumonia. - Ravi K. Samala; Lubomir M. Hadjiiski; Heang-Ping Chan; Chuan Zhou 002; Jadranka Stojanovska; Prachi Pragya Agarwal; Christopher Fung (Computer-Aided Diagnosis, 2021)

Reinforced learning from serial CT to improve the early diagnosis of lung cancer in screening. - Yifan Wang; Chuan Zhou 002; Lei Ying 001; Heang-Ping Chan; Lubomir M. Hadjiiski; Aamer Chughtai; Ella A. Kazerooni (Computer-Aided Diagnosis, 2021)

Deep Convolutional Neural Network With Adversarial Training for Denoising Digital Breast Tomosynthesis Images. - Mingjie Gao; Jeffrey A. Fessler; Heang-Ping Chan (IEEE Trans. Medical Imaging, 2021)

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. - 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; et al. (Computer-Aided Diagnosis, 2022)

Fusion of multiple deep convolutional neural networks (DCNNs) for improved segmentation of lung nodules in CT images. - Yifan Wang; Chuan Zhou 002; Heang-Ping Chan; Lubomir M. Hadjiiski; Aamer Chughtai (Computer-Aided Diagnosis, 2022)

Recursive Training Strategy for a Deep Learning Network for Segmentation of Pathology Nuclei With Incomplete Annotation. - Chuan Zhou 002; Heang-Ping Chan; Lubomir M. Hadjiiski; Aamer Chughtai (IEEE Access, 2022)

Bladder cancer segmentation using U-Net-based deep-learning. - Jonathan Clever; Lubomir M. Hadjiiski; Heang-Ping Chan; Richard H. Cohan; Elaine M. Caoili; Kenny H. Cha; Ravi Samala; Chuan Zhou 002 (Computer-Aided Diagnosis, 2023)

Segmentation of mouse tibia on MRI using deep learning U-Net models. - Aman Kushwaha; Rami F. Mourad; Kevin Heist; Dariya I. Malyarenko; Heang-Ping Chan; Thomas L. Chenevert; Lubomir M. Hadjiiski (Computer-Aided Diagnosis, 2023)

Bladder cancer treatment response assessment in CT urography by using deep-learning and radiomics. - Di Sun; Lubomir M. Hadjiiski; Heang-Ping Chan; Richard H. Cohan; Elaine M. Caoili; Ajjai Alva; Kenny H. Cha; Ravi K. Samala; Chuan Zhou 002 (Computer-Aided Diagnosis, 2023)

Survival prediction for patients with metastatic urothelial cancer after immunotherapy using machine learning. - 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 002; Monika Joshi; Yousef Zakharia (Computer-Aided Diagnosis, 2023)