FIND

researchers

DISCOVER

relevant articles

PROMOTE

your research

now for free

Georgia Tourassi

Research Profile

Procedures

Concepts & Ideas

Disorders

Activities & Behaviors

Physiology

Pattern Recognition, Automated

Co-author Network

Publications

TOP 3
Maciej Mazurowski; Jay A Baker; Huiman X Barnhart; Georgia D Tourassi
Identifying error-making patterns in assessment of mammographic BI-RADS descriptors among radiology residents using statistical pattern recognition.
Jordan M Malof; Maciej 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.
Maciej Mazurowski; Brian Harrawood; Joseph Y Lo; Georgia D Tourassi
Mutual information-based template matching scheme for detection of breast masses: from mammography to digital breast tomosynthesis.

Register for free to view:

Visualized networks:

See your personal network in
sophisticated graphical views

GeoTargeted Searches:

Locate experts around the world
and connect with global collaborators

Research Profiles:

See the research activity
of experts around the globe

Geonetwork of Georgia Tourassi (preview)

Cities where this author has publications
Cities where co-authors of this author have publications

Flash Player Required

All Publications

2012: Maciej Mazurowski; Jay A Baker; Huiman X Barnhart; Georgia D Tourassi
Identifying error-making patterns in assessment of mammographic BI-RADS descriptors among radiology residents using statistical pattern recognition.
Academic radiology 2012;19(7):865-71.
2012: Jordan M Malof; Maciej 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 : the official journal of the International Neural Network Society 2012;25(1):141-5.
2011: Maciej Mazurowski; Brian Harrawood; Joseph Y Lo; Georgia D Tourassi
Mutual information-based template matching scheme for detection of breast masses: from mammography to digital breast tomosynthesis.
Journal of biomedical informatics 2011;44(5):815-23.
2011: Maciej Mazurowski; Jordan M Malof; Georgia D Tourassi
Comparative analysis of instance selection algorithms for instance-based classifiers in the context of medical decision support.
Physics in medicine and biology 2011;56(2):473-89.
2010: Georgia D Tourassi; Maciej Mazurowski; Brian Harrawood; Elizabeth Krupinski
Exploring the potential of context-sensitive CADe in screening mammography.
Medical physics 2010;37(11):5728-36.
2010: Maciej Mazurowski; Jay A Baker; Huiman X Barnhart; Georgia D Tourassi
Individualized computer-aided education in mammography based on user modeling: concept and preliminary experiments.
Medical physics 2010;37(3):1152-60.
2009: Christina M Li; W Paul Segars; Georgia D Tourassi; John M Boone; James T Dobbins
Methodology for generating a 3D computerized breast phantom from empirical data.
Medical physics 2009;36(7):3122-31.
2009: Maciej Mazurowski; jacek zurada; Georgia D Tourassi
An adaptive incremental approach to constructing ensemble classifiers: application in an information-theoretic computer-aided decision system for detection of masses in mammograms.
Medical physics 2009;36(7):2976-84.
2008: Maciej Mazurowski; jacek zurada; Georgia D Tourassi
Selection of examples in case-based computer-aided decision systems.
Physics in medicine and biology 2008;53(21):6079-96.
2008: Swatee Singh; Georgia D Tourassi; Jay A Baker; Ehsan Samei; Joseph Y Lo
Automated breast mass detection in 3D reconstructed tomosynthesis volumes: a featureless approach.
Medical physics 2008;35(8):3626-36.
2008: Anuj J Kapadia; Georgia D Tourassi; Amy C Sharma; A S Crowell; M R Kiser; C R Howell
Experimental detection of iron overload in liver through neutron stimulated emission spectroscopy.
Physics in medicine and biology 2008;53(10):2633-49.
2008: Carey E Floyd; Anuj J Kapadia; Janelle E Bender; Amy C Sharma; Jessie Q Xia; Brian P Harrawood; Georgia D Tourassi; Joseph Y Lo; Alexander S Crowell; Mathew R Kiser; Calvin R Howell
Neutron-stimulated emission computed tomography of a multi-element phantom.
Physics in medicine and biology 2008;53(9):2313-26.
2008: Georgia D Tourassi; Robert W Ike; Swatee Singh; Brian Harrawood
Evaluating the effect of image preprocessing on an information-theoretic CAD system in mammography.
Academic radiology 2008;15(5):626-34.
2008: Maciej Mazurowski; Piotr Habas; jacek 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 : the official journal of the International Neural Network Society 2008;21(2-3):427-36.
2008: Maciej Mazurowski; Piotr Habas; jacek zurada; Georgia D Tourassi
Decision optimization of case-based computer-aided decision systems using genetic algorithms with application to mammography.
Physics in medicine and biology 2008;53(4):895-908.
2007: Amy C Sharma; Brian Harrawood; Janelle E Bender; Georgia D Tourassi; Anuj J Kapadia
Neutron stimulated emission computed tomography: a Monte Carlo simulation approach.
Physics in medicine and biology 2007;52(20):6117-31.
2007: Janelle E Bender; Anuj J Kapadia; Amy C Sharma; Georgia D Tourassi; Brian Harrawood; Carey E Floyd
Breast cancer detection using neutron stimulated emission computed tomography: prominent elements and dose requirements.
Medical physics 2007;34(10):3866-71.
2007: Georgia D Tourassi; Brian Harrawood; Swatee Singh; Joseph Y Lo
Information-theoretic CAD system in mammography: entropy-based indexing for computational efficiency and robust performance.
Medical physics 2007;34(8):3193-204.
2007: Nevine H Eltonsy; Georgia D Tourassi; Adel Said Elmaghraby
A concentric morphology model for the detection of masses in mammography.
IEEE transactions on medical imaging 2007;26(6):880-9.
2007: Piotr Habas; jacek zurada; Adel Said Elmaghraby; Georgia D Tourassi
Reliability analysis framework for computer-assisted medical decision systems.
Medical physics 2007;34(2):763-72.
2007: Georgia D Tourassi; Brian Harrawood; Swatee Singh; Joseph Y Lo; Carey E Floyd
Evaluation of information-theoretic similarity measures for content-based retrieval and detection of masses in mammograms.
Medical physics 2007;34(1):140-50.
2006: H Page McAdams; Ehsan Samei; James T Dobbins; Georgia D Tourassi; Carl E Ravin
Recent advances in chest radiography.
Radiology 2006;241(3):663-83.
2006: Carey E Floyd; Janelle E Bender; Amy C Sharma; Anuj J Kapadia; Jessie Xia; Brian Harrawood; Georgia D Tourassi; Joseph Y Lo; Alexander Crowell; Calvin Howell
Introduction to neutron stimulated emission computed tomography.
Physics in medicine and biology 2006;51(14):3375-90.
2006: Mia Markey; Georgia D Tourassi; Michael Margolis; David M Delong
Impact of missing data in evaluating artificial neural networks trained on complete data.
Computers in biology and medicine 2006;36(5):516-25.
2006: Georgia D Tourassi; David M Delong; Carey E Floyd
A study on the computerized fractal analysis of architectural distortion in screening mammograms.
Physics in medicine and biology 2006;51(5):1299-312.
2006: Piotr Habas; jacek zurada; Adel Said Elmaghraby; Georgia D Tourassi
Probabilistic framework for reliability analysis of information-theoretic CAD systems in mammography.
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference 2006;1():6113-6.
2005: Georgia D Tourassi; Nevine H Eltonsy; J H Graham; Carey E Floyd; Adel Said Elmaghraby
Feature and knowledge based analysis for reduction of false positives in the computerized detection of masses in screening mammography.
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference 2005;6():6524-7.
2004: H Erin Rickard; Georgia D Tourassi; Nevine Eltons; Adel Elmaghrab
Breast segmentation in screening mammograms using multiscale analysis and self-organizing maps.
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference 2004;3():1786-9.
2003: Mia Markey; Georgia D Tourassi; Carey E Floyd
Decision tree classification of proteins identified by mass spectrometry of blood serum samples from people with and without lung cancer.
Proteomics 2003;3(9):1678-9.
2003: Georgia D Tourassi; Rene Vargas-Voracek; David M Catarious; Carey E Floyd
Computer-assisted detection of mammographic masses: a template matching scheme based on mutual information.
Medical physics 2003;30(8):2123-30.
2003: Mia Markey; Joseph Y Lo; Georgia D Tourassi; Carey E Floyd
Self-organizing map for cluster analysis of a breast cancer database.
Artificial intelligence in medicine 2003;27(2):113-27.
2002: Mia Markey; Joseph Y Lo; Rene Vargas-Voracek; Georgia D Tourassi; Carey E Floyd
Perceptron error surface analysis: a case study in breast cancer diagnosis.
Computers in biology and medicine 2002;32(2):99-109.
2001: Georgia D Tourassi; ED Frederick; Mia Markey; Carey E Floyd
Application of the mutual information criterion for feature selection in computer-aided diagnosis.
Medical physics 2001;28(12):2394-402.
2001: Georgia D Tourassi; Mia Markey; Joseph Y Lo; Carey E Floyd
A neural network approach to breast cancer diagnosis as a constraint satisfaction problem.
Medical physics 2001;28(5):804-11.
2001: Georgia D Tourassi; ED Frederick; Carey E Floyd; R Edward Coleman
Multifractal texture analysis of perfusion lung scans as a potential diagnostic tool for acute pulmonary embolism.
Computers in biology and medicine 2001;31(1):15-25.
2000: Carey E Floyd; Joseph Y Lo; Georgia D Tourassi
Case-based reasoning computer algorithm that uses mammographic findings for breast biopsy decisions.
AJR. American journal of roentgenology 2000;175(5):1347-52.
2000: Georgia D Tourassi; ED Frederick; NF Vittitoe; R Edward Coleman
Fractal texture analysis of perfusion lung scans.
Computers and biomedical research, an international journal 2000;33(3):161-71.
1998: Georgia D Tourassi; Carey E Floyd; R E Coleman
Acute pulmonary embolism: cost-effectiveness analysis of the effect of artificial neural networks on patient care.
Radiology 1998;206(1):81-8.
1997: Georgia D Tourassi; Carey E Floyd
The effect of data sampling on the performance evaluation of artificial neural networks in medical diagnosis.
Medical decision making : an international journal of the Society for Medical Decision Making 1997;17(2):186-92.
1996: Georgia D Tourassi; Carey E Floyd; R Edward Coleman
Improved noninvasive diagnosis of acute pulmonary embolism with optimally selected clinical and chest radiographic findings.
Academic radiology 1996;3(12):1012-8.
1995: Georgia D Tourassi; Carey E Floyd
Lesion size quantification in SPECT using an artificial neural network classification approach.
Computers and biomedical research, an international journal 1995;28(3):257-70.
1995: Georgia D Tourassi; Carey E Floyd; HD Sostman; R Edward Coleman
Artificial neural network for diagnosis of acute pulmonary embolism: effect of case and observer selection.
Radiology 1995;194(3):889-93.
1993: Georgia D Tourassi; Carey E Floyd; HD Sostman; R Edward Coleman
Acute pulmonary embolism: artificial neural network approach for diagnosis.
Radiology 1993;189(2):555-8.
1993: Georgia D Tourassi; Carey E Floyd
Artificial neural networks for single photon emission computed tomography. A study of cold lesion detection and localization.
Investigative radiology 1993;28(8):671-7.
1992: Carey E Floyd; Georgia D Tourassi
An artificial neural network for lesion detection on single-photon emission computed tomographic images.
Investigative radiology 1992;27(9):667-72.