Chintana Paramagul

According to our database1, Chintana Paramagul authored at least 25 papers between 2001 and 2020.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2020
Explainable AI for medical imaging: deep-learning CNN ensemble for classification of estrogen receptor status from breast MRI.
Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020

2019
Deep learning based bladder cancer treatment response assessment.
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019

Homogenization of breast MRI across imaging centers and feature analysis using unsupervised deep embedding.
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019

Bladder cancer staging in CT urography: estimation and validation of decision thresholds for a radiomics-based decision support system.
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019

2018
Bladder cancer treatment response assessment with radiomic, clinical and radiologist semantic features.
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018

Bladder cancer staging in CT urography: effect of stage labels on statistical modeling of a decision support system.
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018

2017
Bladder cancer treatment response assessment using deep learning in CT with transfer learning.
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017

2016
A Similarity Study of Interactive Content-Based Image Retrieval Scheme for Classification of Breast Lesions.
IEICE Trans. Inf. Syst., 2016

Automatic staging of bladder cancer on CT urography.
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016

2012
Interactive content-based image retrieval (CBIR) computer-aided diagnosis (CADx) system for ultrasound breast masses using relevance feedback.
Proceedings of the Medical Imaging 2012: 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.
Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, 2012

Inter- and Intra-Observer Variability of Radiologists Evaluating CBIR Systems.
Proceedings of the Breast Imaging, 2012

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.
Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011

2009
A computer-aided diagnosis system for prediction of the probability of malignancy of breast masses on ultrasound images.
Proceedings of the Medical Imaging 2009: Computer-Aided Diagnosis, 2009

2008
Breast mass segmentation on dynamic contrast-enhanced magnetic resonance scans using the level set method.
Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, 2008

Concordance of computer-extracted image features with BI-RADS descriptors for mammographic mass margin.
Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, 2008

Characterization of posterior acoustic features of breast masses on ultrasound images using artificial neural network.
Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, 2008

Design and evaluation of a new automated method for the segmentation and characterization of masses on ultrasound images.
Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, 2008

2007
A dynamic multiple thresholding method for automated breast boundary detection in digitized mammograms.
Proceedings of the Medical Imaging 2007: Image Processing, 2007

2005
Computerized pectoral muscle identification on MLO-view mammograms for CAD applications.
Proceedings of the Medical Imaging 2005: Image Processing, 2005

2004
Computerized multiple image analysis on mammograms: performance improvement of nipple identification for registration of multiple views using texture convergence analyses.
Proceedings of the Medical Imaging 2004: Image Processing, 2004

Multimodality CAD: combination of computerized classification techniques based on mammograms and 3D ultrasound volumes for improved accuracy in breast mass characterization.
Proceedings of the Medical Imaging 2004: 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.
Proceedings of the Medical Imaging 2004: Image Processing, 2004

2003
ROC study: effects of computer-aided diagnosis on radiologists' characterization of malignant and benign breast masses in temporal pairs of mammograms.
Proceedings of the Medical Imaging 2003: Image Processing, 2003

2001
Computer-Aided Characterization of Mammographic Masses: Accuracy of Mass Segmentation and Its Effect on Characterization.
IEEE Trans. Medical Imaging, 2001


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