Chintana Paramagul

Publication Activity (10 Years)

Years Active: 2001-2020
Publications (10 Years): 9

Top Topics

Semantic Features

Medical Imaging

Top Venues

Medical Imaging: Computer-Aided Diagnosis

IEICE Trans. Inf. Syst.

Publications

Zachary Papanastasopoulos, Ravi K. Samala, Heang-Ping Chan, Lubomir M. Hadjiiski, Chintana Paramagul, Mark A. Helvie, Colleen H. Neal
Explainable AI for medical imaging: deep-learning CNN ensemble for classification of estrogen receptor status from breast MRI. Medical Imaging: Computer-Aided Diagnosis (2020)
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
Bladder cancer staging in CT urography: estimation and validation of decision thresholds for a radiomics-based decision support system. Medical Imaging: Computer-Aided Diagnosis (2019)
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
Deep learning based bladder cancer treatment response assessment. Medical Imaging: Computer-Aided Diagnosis (2019)
Ravi K. Samala, Heang-Ping Chan, Lubomir M. Hadjiiski, Chintana Paramagul, Mark A. Helvie, Colleen H. Neal
Homogenization of breast MRI across imaging centers and feature analysis using unsupervised deep embedding. Medical Imaging: Computer-Aided Diagnosis (2019)
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
Bladder cancer treatment response assessment with radiomic, clinical and radiologist semantic features. Medical Imaging: Computer-Aided Diagnosis (2018)
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
Bladder cancer staging in CT urography: effect of stage labels on statistical modeling of a decision support system. Medical Imaging: Computer-Aided Diagnosis (2018)
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
Bladder cancer treatment response assessment using deep learning in CT with transfer learning. Medical Imaging: Computer-Aided Diagnosis (2017)
Hyun-chong Cho, Lubomir M. Hadjiiski, Berkman Sahiner, Heang-Ping Chan, Chintana Paramagul, Mark A. Helvie, Alexis V. Nees, Hyun Chin Cho
A Similarity Study of Interactive Content-Based Image Retrieval Scheme for Classification of Breast Lesions. IEICE Trans. Inf. Syst. (6) (2016)
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
Automatic staging of bladder cancer on CT urography. Medical Imaging: Computer-Aided Diagnosis (2016)
Hyun-chong Cho, Lubomir M. Hadjiiski, Berkman Sahiner, Heang-Ping Chan, Chintana Paramagul, Mark A. Helvie, Alexis V. Nees
Interactive content-based image retrieval (CBIR) computer-aided diagnosis (CADx) system for ultrasound breast masses using relevance feedback. Medical Imaging: Computer-Aided Diagnosis (2012)
Hyun-chong Cho, Lubomir M. Hadjiiski, Heang-Ping Chan, Berkman Sahiner, Mark A. Helvie, Chintana Paramagul, Alexis V. Nees
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. Medical Imaging: Computer-Aided Diagnosis (2012)
Lubomir M. Hadjiiski, Hyun-chong Cho, Heang-Ping Chan, Berkman Sahiner, Mark A. Helvie, Chintana Paramagul, Alexis V. Nees
Inter- and Intra-Observer Variability of Radiologists Evaluating CBIR Systems. Digital Mammography / IWDM (2012)
Hyun-chong Cho, Lubomir M. Hadjiiski, Berkman Sahiner, Heang-Ping Chan, Mark A. Helvie, Alexis V. Nees, Chintana Paramagul
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. Medical Imaging: Computer-Aided Diagnosis (2011)
Jing Cui, Berkman Sahiner, Heang-Ping Chan, Jiazheng Shi, Alexis V. Nees, Chintana Paramagul, Lubomir M. Hadjiiski
A computer-aided diagnosis system for prediction of the probability of malignancy of breast masses on ultrasound images. Medical Imaging: Computer-Aided Diagnosis (2009)
Jing Cui, Berkman Sahiner, Heang-Ping Chan, Alexis V. Nees, Chintana Paramagul, Lubomir M. Hadjiiski, Chuan Zhou, Jiazheng Shi
Design and evaluation of a new automated method for the segmentation and characterization of masses on ultrasound images. Medical Imaging: Computer-Aided Diagnosis (2008)
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
Breast mass segmentation on dynamic contrast-enhanced magnetic resonance scans using the level set method. Medical Imaging: Computer-Aided Diagnosis (2008)
Berkman Sahiner, Lubomir M. Hadjiiski, Heang-Ping Chan, Chintana Paramagul, Alexis V. Nees, Mark A. Helvie, Jiazheng Shi
Concordance of computer-extracted image features with BI-RADS descriptors for mammographic mass margin. Medical Imaging: Computer-Aided Diagnosis (2008)
Jing Cui, Berkman Sahiner, Heang-Ping Chan, Chintana Paramagul, Alexis V. Nees, Lubomir M. Hadjiiski, Yi-Ta Wu
Characterization of posterior acoustic features of breast masses on ultrasound images using artificial neural network. Medical Imaging: Computer-Aided Diagnosis (2008)
Yi-Ta Wu, Chuan Zhou, Lubomir M. Hadjiiski, Jiazheng Shi, Jun Wei, Chintana Paramagul, Berkman Sahiner, Heang-Ping Chan
A dynamic multiple thresholding method for automated breast boundary detection in digitized mammograms. Medical Imaging: Image Processing (2007)
Chuan Zhou, Lubomir M. Hadjiiski, Chintana Paramagul, Berkman Sahiner, Heang-Ping Chan, Jun Wei
Computerized pectoral muscle identification on MLO-view mammograms for CAD applications. Medical Imaging: Image Processing (2005)
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
ROC study of the effects of computer-aided interval change analysis on radiologists' characterization of breast masses in two-view serial mammograms. Medical Imaging: Image Processing (2004)
Berkman Sahiner, Heang-Ping Chan, Lubomir M. Hadjiiski, Marilyn A. Roubidoux, Chintana Paramagul, Mark A. Helvie, Chuan Zhou
Multimodality CAD: combination of computerized classification techniques based on mammograms and 3D ultrasound volumes for improved accuracy in breast mass characterization. Medical Imaging: Image Processing (2004)
Chuan Zhou, Heang-Ping Chan, Berkman Sahiner, Lubomir M. Hadjiiski, Chintana Paramagul
Computerized multiple image analysis on mammograms: performance improvement of nipple identification for registration of multiple views using texture convergence analyses. Medical Imaging: Image Processing (2004)
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
ROC study: effects of computer-aided diagnosis on radiologists' characterization of malignant and benign breast masses in temporal pairs of mammograms. Medical Imaging: Image Processing (2003)
Berkman Sahiner, Nicholas Petrick, Heang-Ping Chan, Lubomir M. Hadjiiski, Chintana Paramagul, Mark A. Helvie, Metin N. Gurcan
Computer-Aided Characterization of Mammographic Masses: Accuracy of Mass Segmentation and Its Effect on Characterization. IEEE Trans. Medical Imaging 20 (12) (2001)