Georgia Tourassi
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Training neural network classifiers for medical decision making: The effects of imbalanced datasets on classification performance
MA Mazurowski, PA Habas, JM Zurada, JY Lo, JA Baker, GD Tourassi
Neural networks 21 (2-3), 427-436, 2008
7732008
Application of the mutual information criterion for feature selection in computer‐aided diagnosis
GD Tourassi, ED Frederick, MK Markey, CE Floyd Jr
Medical physics 28 (12), 2394-2402, 2001
2702001
Journey toward computer-aided diagnosis: role of image texture analysis
GD Tourassi
Radiology 213 (2), 317-320, 1999
2361999
A concentric morphology model for the detection of masses in mammography
NH Eltonsy, GD Tourassi, AS Elmaghraby
IEEE transactions on medical imaging 26 (6), 880-889, 2007
2152007
Computer‐assisted detection of mammographic masses: A template matching scheme based on mutual information
GD Tourassi, R Vargas‐Voracek, DM Catarious Jr, CE Floyd Jr
Medical physics 30 (8), 2123-2130, 2003
2072003
Recent Advances in Chest Radiography1
HP McAdams, E Samei, J Dobbins III, GD Tourassi, CE Ravin
Radiology 241 (3), 663-683, 2006
2022006
Self-organizing map for cluster analysis of a breast cancer database
MK Markey, JY Lo, GD Tourassi, CE Floyd Jr
Artificial Intelligence in Medicine 27 (2), 113-127, 2003
1412003
Evaluation of information‐theoretic similarity measures for content‐based retrieval and detection of masses in mammograms
GD Tourassi, B Harrawood, S Singh, JY Lo, CE Floyd
Medical Physics 34 (1), 140-150, 2007
1402007
Transforming epidemiology for 21st century medicine and public health
MJ Khoury, TK Lam, JPA Ioannidis, P Hartge, MR Spitz, JE Buring, ...
Cancer Epidemiology and Prevention Biomarkers 22 (4), 508-516, 2013
1342013
Methodology for generating a 3D computerized breast phantom from empirical data
CM Li, WP Segars, GD Tourassi, JM Boone, JT Dobbins III
Medical physics 36 (7), 3122-3131, 2009
1272009
Acute pulmonary embolism: artificial neural network approach for diagnosis.
GD Tourassi, CE Floyd, HD Sostman, RE Coleman
Radiology 189 (2), 555-558, 1993
1251993
Evaluation of computer‐aided detection and diagnosis systemsa)
N Petrick, B Sahiner, SG Armato III, A Bert, L Correale, S Delsanto, ...
Medical physics 40 (8), 087001, 2013
1012013
A study on the computerized fractal analysis of architectural distortion in screening mammograms
GD Tourassi, DM Delong, CE Floyd Jr
Physics in Medicine & Biology 51 (5), 1299, 2006
952006
Deep learning for automated extraction of primary sites from cancer pathology reports
JX Qiu, HJ Yoon, PA Fearn, GD Tourassi
IEEE journal of biomedical and health informatics 22 (1), 244-251, 2017
862017
Decision tree classification of proteins identified by mass spectrometry of blood serum samples from people with and without lung cancer
MK Markey, GD Tourassi, CE Floyd Jr
Proteomics 3 (9), 1678-1679, 2003
802003
Hierarchical attention networks for information extraction from cancer pathology reports
S Gao, MT Young, JX Qiu, HJ Yoon, JB Christian, PA Fearn, GD Tourassi, ...
Journal of the American Medical Informatics Association 25 (3), 321-330, 2018
792018
Case-based reasoning computer algorithm that uses mammographic findings for breast biopsy decisions
CE Floyd Jr, JY Lo, GD Tourassi
American Journal of Roentgenology 175 (5), 1347-1352, 2000
752000
The effect of data sampling on the performance evaluation of artificial neural networks in medical diagnosis
GD Tourassi, CE Floyd
Medical Decision Making 17 (2), 186-192, 1997
751997
Introduction to neutron stimulated emission computed tomography
CE Floyd Jr, JE Bender, AC Sharma, A Kapadia, J Xia, B Harrawood, ...
Physics in Medicine & Biology 51 (14), 3375, 2006
692006
Investigating the link between radiologists' gaze, diagnostic decision, and image content
G Tourassi, S Voisin, V Paquit, E Krupinski
Journal of the American Medical Informatics Association 20 (6), 1067-1075, 2013
662013
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