Chintana Paramagul - researchr alias

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Viewing Publication 1 - 25 from 25

2020

Explainable AI for medical imaging: deep-learning CNN ensemble for classification of estrogen receptor status from breast MRIZachary Papanastasopoulos, Ravi K. Samala, Heang-Ping Chan, Lubomir M. Hadjiiski, Chintana Paramagul, Mark A. Helvie, Colleen H. Neal. micad 2020: [doi]

2019

Bladder cancer staging in CT urography: estimation and validation of decision thresholds for a radiomics-based decision support systemDhanuj 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 0002, Chuan Zhou. micad 2019: [doi]

Homogenization of breast MRI across imaging centers and feature analysis using unsupervised deep embeddingRavi K. Samala, Heang-Ping Chan, Lubomir M. Hadjiiski, Chintana Paramagul, Mark A. Helvie, Colleen H. Neal. micad 2019: 1095020 [doi]

Deep learning based bladder cancer treatment response assessmentEric 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. micad 2019: [doi]

2018

2017

Bladder cancer treatment response assessment using deep learning in CT with transfer learningKenny H. Cha, Lubomir M. Hadjiiski, Heang-Ping Chan, Ravi K. Samala, Richard H. Cohan, Elaine M. Caoili, Chintana Paramagul, Ajjai Alva, Alon Z. Weizer. micad 2017: 1013404 [doi]

2016

2012

Interactive content-based image retrieval (CBIR) computer-aided diagnosis (CADx) system for ultrasound breast masses using relevance feedbackHyun-chong Cho, Lubomir M. Hadjiiski, Berkman Sahiner, Heang-Ping Chan, Chintana Paramagul, Mark A. Helvie, Alexis V. Nees. micad 2012: 831509 [doi]

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 imagesHyun-chong Cho, Lubomir M. Hadjiiski, Heang-Ping Chan, Berkman Sahiner, Mark A. Helvie, Chintana Paramagul, Alexis V. Nees. micad 2012: 831528 [doi]

Inter- and Intra-Observer Variability of Radiologists Evaluating CBIR SystemsLubomir M. Hadjiiski, Hyun-chong Cho, Heang-Ping Chan, Berkman Sahiner, Mark A. Helvie, Chintana Paramagul, Alexis V. Nees. mammo 2012: 482-489 [doi]

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 studyHyun-chong Cho, Lubomir M. Hadjiiski, Berkman Sahiner, Heang-Ping Chan, Mark A. Helvie, Alexis V. Nees, Chintana Paramagul. micad 2011: [doi]

2009

A computer-aided diagnosis system for prediction of the probability of malignancy of breast masses on ultrasound imagesJing Cui, Berkman Sahiner, Heang-Ping Chan, Jiazheng Shi, Alexis V. Nees, Chintana Paramagul, Lubomir M. Hadjiiski. micad 2009: [doi]

2008

Characterization of posterior acoustic features of breast masses on ultrasound images using artificial neural networkJing Cui, Berkman Sahiner, Heang-Ping Chan, Chintana Paramagul, Alexis V. Nees, Lubomir M. Hadjiiski, Yi-Ta Wu. micad 2008: 691521 [doi]

Design and evaluation of a new automated method for the segmentation and characterization of masses on ultrasound imagesJing Cui, Berkman Sahiner, Heang-Ping Chan, Alexis V. Nees, Chintana Paramagul, Lubomir M. Hadjiiski, Chuan Zhou, Jiazheng Shi. micad 2008: [doi]

Concordance of computer-extracted image features with BI-RADS descriptors for mammographic mass marginBerkman Sahiner, Lubomir M. Hadjiiski, Heang-Ping Chan, Chintana Paramagul, Alexis V. Nees, Mark A. Helvie, Jiazheng Shi. micad 2008: [doi]

Breast mass segmentation on dynamic contrast-enhanced magnetic resonance scans using the level set methodJiazheng 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 0002. micad 2008: [doi]

2007

A dynamic multiple thresholding method for automated breast boundary detection in digitized mammogramsYi-Ta Wu, Chuan Zhou, Lubomir M. Hadjiiski, Jiazheng Shi, Jun Wei 0002, Chintana Paramagul, Berkman Sahiner, Heang-Ping Chan. miip 2007: [doi]

2005

Computerized pectoral muscle identification on MLO-view mammograms for CAD applicationsChuan Zhou, Lubomir M. Hadjiiski, Chintana Paramagul, Berkman Sahiner, Heang-Ping Chan, Jun Wei 0002. miip 2005: [doi]

2004

ROC study of the effects of computer-aided interval change analysis on radiologists' characterization of breast masses in two-view serial mammogramsLubomir 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. miip 2004: [doi]

Multimodality CAD: combination of computerized classification techniques based on mammograms and 3D ultrasound volumes for improved accuracy in breast mass characterizationBerkman Sahiner, Heang-Ping Chan, Lubomir M. Hadjiiski, Marilyn A. Roubidoux, Chintana Paramagul, Mark A. Helvie, Chuan Zhou. miip 2004: [doi]

Computerized multiple image analysis on mammograms: performance improvement of nipple identification for registration of multiple views using texture convergence analysesChuan Zhou, Heang-Ping Chan, Berkman Sahiner, Lubomir M. Hadjiiski, Chintana Paramagul. miip 2004: [doi]

2003

ROC study: effects of computer-aided diagnosis on radiologists' characterization of malignant and benign breast masses in temporal pairs of mammogramsLubomir 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. miip 2003: [doi]

2001

Computer-Aided Characterization of Mammographic Masses: Accuracy of Mass Segmentation and Its Effect on CharacterizationBerkman Sahiner, Nicholas Petrick, Heang-Ping Chan, Lubomir M. Hadjiiski, Chintana Paramagul, Mark A. Helvie, Metin N. Gurcan. tmi, 20(12):1275-1284, 2001.

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2001

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