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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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 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)

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)

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)

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)

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)

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)

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)

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)