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Georgia D. Tourassi
- > Home > Persons > Georgia D. Tourassi
Publications
- 2013
- [j12]Georgia D. Tourassi, Sophie Voisin, Vincent C. Paquit, Elizabeth A. Krupinski:
Research and applications: Investigating the link between radiologists' gaze, diagnostic decision, and image content. J. Am. Medical Informatics Assoc. 20(6): 1067-1075 (2013) - [c45]Alex C. Williams, Austin Hitt, Sophie Voisin, Georgia D. Tourassi:
Automated assessment of bilateral breast volume asymmetry as a breast cancer biomarker during mammographic screening. Medical Imaging: Computer-Aided Diagnosis 2013: 86701A - 2012
- [j11]Jordan M. Malof, Maciej A. Mazurowski, Georgia D. Tourassi:
The effect of class imbalance on case selection for case-based classifiers: An empirical study in the context of medical decision support. Neural Networks 25: 141-145 (2012) - 2011
- [j10]Maciej A. Mazurowski, Joseph Y. Lo, Brian P. Harrawood, Georgia D. Tourassi:
Mutual information-based template matching scheme for detection of breast masses: From mammography to digital breast tomosynthesis. J. Biomed. Informatics 44(5): 815-823 (2011) - 2010
- [c43]Georgia D. Tourassi, Maciej A. Mazurowski, Elizabeth A. Krupinski:
Perception-driven IT-CADe analysis for the detection of masses in screening mammography: initial investigation. Medical Imaging: Computer-Aided Diagnosis 2010: 762406 - 2009
- [c42]Jordan M. Malof, Maciej A. Mazurowski, Georgia D. Tourassi:
The effect of class imbalance on case selection for case-based classifiers, with emphasis on computer-aided diagnosis systems. IJCNN 2009: 1975-1980 - [c41]Maciej A. Mazurowski, Georgia D. Tourassi:
Evaluating classifiers: Relation between area under the receiver operator characteristic curve and overall accuracy. IJCNN 2009: 2045-2049 - [c40]Maciej A. Mazurowski, Jordan M. Malof, Jacek M. Zurada, Georgia D. Tourassi:
A comparative study of database reduction methods for case-based computer-aided detection systems: preliminary results. Medical Imaging: Computer-Aided Diagnosis 2009: 72600F - [c39]Georgia D. Tourassi, Brian P. Harrawood:
Information-theoretic CAD system in mammography: improved mass detection by incorporating a Gaussian saliency map. Medical Imaging: Computer-Aided Diagnosis 2009: 726017 - [c38]Maciej A. Mazurowski, Georgia D. Tourassi:
Relational representation for improved decisions with an information-theoretic CADe system: initial experience. Medical Imaging: Computer-Aided Diagnosis 2009: 726018 - 2008
- [j9]Maciej A. Mazurowski, Piotr A. Habas, Jacek M. Zurada, Joseph Y. Lo, Jay A. Baker, Georgia D. Tourassi:
Training neural network classifiers for medical decision making: The effects of imbalanced datasets on classification performance. Neural Networks 21(2-3): 427-436 (2008) - [c37]Swatee Singh, Georgia D. Tourassi, Joseph Y. Lo:
Effect of Similarity Metrics and ROI Sizes in Featureless Computer Aided Detection of Breast Masses in Tomosynthesis. Digital Mammography / IWDM 2008: 286-291 - [c36]Georgia D. Tourassi, Amy C. Sharma, Swatee Singh, Robert S. Saunders, Joseph Y. Lo, Ehsan Samei, Brian P. Harrawood:
Knowledge Transfer across Breast Cancer Screening Modalities: A Pilot Study Using an Information-Theoretic CADe System for Mass Detection. Digital Mammography / IWDM 2008: 292-298 - [c35]Piotr A. Habas, Jacek M. Zurada, Georgia D. Tourassi:
Case-Specific Reliability Assessment for Improved False Positive Reduction with an Information-Theoretic CAD System. Digital Mammography / IWDM 2008: 329-335 - [c34]Maciej A. Mazurowski, Jacek M. Zurada, Georgia D. Tourassi:
Reliability Assessment of Ensemble Classifiers: Application in Mammography. Digital Mammography / IWDM 2008: 366-370 - [c33]Maciej A. Mazurowski, Jacek M. Zurada, Georgia D. Tourassi:
Database decomposition of a knowledge-based CAD system in mammography: an ensemble approach to improve detection. Medical Imaging: Computer-Aided Diagnosis 2008: 69151K - [c32]Swatee Singh, Georgia D. Tourassi, Amarpreet S. Chawla, Robert S. Saunders, Ehsan Samei, Joseph Y. Lo:
Computer-aided detection of breast masses in tomosynthesis reconstructed volumes using information-theoretic similarity measures. Medical Imaging: Computer-Aided Diagnosis 2008: 691505 - [c31]Robert C. Ike, Swatee Singh, Brian P. Harrawood, Georgia D. Tourassi:
Effect of ROI size on the performance of an information-theoretic CAD system in mammography: multi-size fusion analysis. Medical Imaging: Computer-Aided Diagnosis 2008: 691527 - 2007
- [j8]Nevine H. Eltonsy, Georgia D. Tourassi, Adel Said Elmaghraby:
A Concentric Morphology Model for the Detection of Masses in Mammography. IEEE Trans. Medical Imaging 26(6): 880-889 (2007) - [c30]Maciej A. Mazurowski, Piotr A. Habas, Georgia D. Tourassi, Jacek M. Zurada:
Case-base reduction for a computer assisted breast cancer detection system using genetic algorithms. IEEE Congress on Evolutionary Computation 2007: 600-605 - [c29]Nevine H. Eltonsy, Adel Said Elmaghraby, Georgia D. Tourassi:
Bilateral Breast Volume Asymmetry in Screening Mammograms as a Potential Marker of Breast Cancer: Preliminary Experience. ICIP (5) 2007: 5-8 - [c28]Georgia D. Tourassi, Jonathan L. Jesneck, Maciej A. Mazurowski, Piotr A. Habas:
Stacked Generalization in Computer-Assisted Decision Systems: Empirical Comparison of Data Handling Schemes. IJCNN 2007: 1343-1347 - [c27]Maciej A. Mazurowski, Piotr A. Habas, Georgia D. Tourassi, Jacek M. Zurada:
Impact of Low Class Prevalence on the Performance Evaluation of Neural Network Based Classifiers: Experimental Study in the Context of Computer-Assisted Medical Diagnosis. IJCNN 2007: 2005-2009 - [c26]Piotr A. Habas, Jacek M. Zurada, Adel Said Elmaghraby, Georgia D. Tourassi:
Particle swarm optimization of neural network CAD systems with clinically relevant objectives. Medical Imaging: Computer-Aided Diagnosis 2007: 65140M - [c25]Georgia D. Tourassi, Brian P. Harrawood, Carey E. Floyd Jr.:
Cross-digitizer robustness of a knowledge-based CAD system for mass detection in mammograms. Medical Imaging: Computer-Aided Diagnosis 2007: 65141Y - [c24]Georgia D. Tourassi, Anna O. Bilska-Wolak, Piotr A. Habas, Carey E. Floyd Jr.:
Incorporation of a multiscale texture-based approach to mutual information matching for improved knowledge-based detection of masses in screening mammograms. Medical Imaging: Computer-Aided Diagnosis 2007: 651403 - [c23]Nevine H. Eltonsy, Georgia D. Tourassi, Adel Said Elmaghraby:
Contribution of Haar wavelets and MPEG-7 textural features for false positive reduction in a CAD system for the detection of masses in mammograms. Medical Imaging: Computer-Aided Diagnosis 2007: 651404 - [c22]Swatee Singh, Georgia D. Tourassi, Joseph Y. Lo:
Breast mass detection in tomosynthesis projection images using information-theoretic similarity measures. Medical Imaging: Computer-Aided Diagnosis 2007: 651415 - 2006
- [j7]Mia K. Markey, Georgia D. Tourassi, Michael Margolis, David M. DeLong:
Impact of missing data in evaluating artificial neural networks trained on complete data. Comput. Biol. Medicine 36(5): 516-525 (2006) - [c21]Nevine H. Eltonsy, Georgia D. Tourassi, Aleksey Fadeev, Adel Said Elmaghraby:
Significance of MPEG-7 Textural Features for Improved Mass Detection in Mammography. EMBC 2006: 4779-4782 - [c20]Piotr A. Habas, Jacek M. Zurada, Adel Said Elmaghraby, Georgia D. Tourassi:
Probabilistic Framework for Reliability Analysis of Information-Theoretic CAD Systems in Mammography. EMBC 2006: 6113-6116 - [c19]Piotr A. Habas, Jacek M. Zurada, Adel Said Elmaghraby, Georgia D. Tourassi:
Confidence-based stratification of CAD recommendations with application to breast cancer detection. Medical Imaging: Image Processing 2006: 61445G - 2005
- [j6]Mark P. Wachowiak, Renata Smolíkova, Georgia D. Tourassi, Adel Said Elmaghraby:
Estimation of generalized entropies with sample spacing. Pattern Anal. Appl. 8(1-2): 95-101 (2005) - [j5]Mark P. Wachowiak, Renata Smolíkova, Georgia D. Tourassi, Adel Said Elmaghraby:
Estimation of generalized entropies with sample spacing. Pattern Anal. Appl. 8(3): 303-303 (2005) - [c18]Aleksey Fadeev, Nevine H. Eltonsy, Georgia D. Tourassi, Robert Martin, Adel Elmaghraby:
Adapted morphing model for 3D volume reconstruction applied to abdominal CT images. Medical Imaging: Image-Guided Procedures 2005 - [c17]Nevine H. Eltonsy, Georgia D. Tourassi, Piotr A. Habas, Adel Said Elmaghraby:
DNA: directional neighborhood analysis for detection of breast masses in screening mammograms. Medical Imaging: Image Processing 2005 - [c16]Piotr A. Habas, Georgia D. Tourassi, Nevine H. Eltonsy, Adel Said Elmaghraby, Jacek M. Zurada:
A novel technique for assessing the case-specific reliability of decisions made by CAD tools. Medical Imaging: Image Processing 2005 - [c15]Georgia D. Tourassi, Nevine H. Eltonsy, Adel Said Elmaghraby, Carey E. Floyd Jr.:
Detection of architectural distortion in mammograms using fractal analysis. Medical Imaging: Image Processing 2005 - [c14]Georgia D. Tourassi, Nevine H. Eltonsy, Adel Said Elmaghraby, Carey E. Floyd Jr.:
Automated detection of mammographic masses: preliminary assessment of an information-theoretic CAD scheme for reduction of false positives. Medical Imaging: Image Processing 2005 - 2004
- [c13]H. Erin Rickard, Georgia D. Tourassi, Adel Said Elmaghraby:
Unsupervised tissue segmentation in screening mammograms for automated breast density assessment. Medical Imaging: Image Processing 2004 - [c12]Georgia D. Tourassi, Carey E. Floyd Jr.:
Performance evaluation of an information-theoretic CAD scheme for the detection of mammographic architectural distortion. Medical Imaging: Image Processing 2004 - [c11]Georgia D. Tourassi, Carey E. Floyd Jr.:
Computer-assisted diagnosis of mammographic masses using an information-theoretic image retrieval scheme with BIRADs-based relevance feedback. Medical Imaging: Image Processing 2004 - 2003
- [j4]Mia K. Markey, Joseph Y. Lo, Georgia D. Tourassi, Carey E. Floyd Jr.:
Self-organizing map for cluster analysis of a breast cancer database. Artif. Intell. Medicine 27(2): 113-127 (2003) - [c10]Georgia D. Tourassi, Joseph Y. Lo, Mia K. Markey:
Validation of a constraint satisfaction neural network for breast cancer disgnosis: new results from 1030 cases. Medical Imaging: Image Processing 2003 - [c9]Georgia D. Tourassi, Rene Vargas-Voracek, Carey E. Floyd Jr.:
Content-based image retrieval as a computer aid for the detection of mammographic masses. Medical Imaging: Image Processing 2003 - [c8]Mark P. Wachowiak, Renata Smolíkova, Georgia D. Tourassi, Adel Said Elmaghraby:
Similarity metrics based on nonadditive entropies for 2D-3D multimodal biomedical image registration. Medical Imaging: Image Processing 2003 - 2002
- [j3]Mia K. Markey, Joseph Y. Lo, Rene Vargas-Voracek, Georgia D. Tourassi, Carey E. Floyd Jr.:
Perceptron error surface analysis: a case study in breast cancer diagnosis. Comput. Biol. Medicine 32(2): 99-109 (2002) - [c7]Mia K. Markey, Joseph Y. Lo, Georgia D. Tourassi, Carey E. Floyd Jr.:
Cluster analysis of BI-RADS descriptions of biopsy-proven breast lesions. Medical Imaging: Image Processing 2002 - 2001
- [j2]Georgia D. Tourassi, Erik D. Frederick, Carey E. Floyd Jr., R. Edward Coleman:
Multifractal texture analysis of perfusion lung scans as a potential diagnostic tool for acute pulmonary embolism. Comput. Biol. Medicine 31(1): 15-25 (2001) - 2000
- [j1]Georgia D. Tourassi, Erik D. Frederick, Neal F. Vittitoe, R. Edward Coleman:
Fractal Texture Analysis of Perfusion Lung Scans. Comput. Biomed. Res. 33(3): 161-171 (2000) - [c6]Georgia D. Tourassi, Carey E. Floyd Jr., Joseph Y. Lo:
Use of a constraint satisfaction neural network for breast cancer diagnosis and dynamic scenarios simulation. Medical Imaging: Image Processing 2000 - 1999
- [c5]Georgia D. Tourassi, Carey E. Floyd Jr., Joseph Y. Lo:
A constraint satisfaction neural network for medical diagnosis. IJCNN 1999: 3632-3635 - [c4]Carey E. Floyd Jr., Joseph Y. Lo, Georgia D. Tourassi:
Case-based reasoning as a computer aid to diagnosis. Medical Imaging: Image Processing 1999 - [c3]Erik D. Frederick, Georgia D. Tourassi, Matthew Gauger, Carey E. Floyd Jr.:
Java interface to a computer-aided diagnosis system for acute pulmonary embolism using PIOPED findings. Medical Imaging: Image Processing 1999 - 1996
- [c1]Carey E. Floyd Jr., Georgia D. Tourassi, Jay A. Baker:
Use of genetic algorithms for computer-aided diagnosis of breast cancers from image features. Medical Imaging: Image Processing 1996
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