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
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
Journey toward computer-aided diagnosis: role of image texture analysis
GD Tourassi
Radiology 213 (2), 317-320, 1999
Recent Advances in Chest Radiography1
HP McAdams, E Samei, J Dobbins III, GD Tourassi, CE Ravin
Radiology 241 (3), 663-683, 2006
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
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
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
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
Transforming epidemiology for 21st century medicine and public health
MJ Khoury, TK Lam, JPA Ioannidis, P Hartge, MR Spitz, JE Buring, ...
Cancer epidemiology, biomarkers & prevention 22 (4), 508-516, 2013
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
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
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
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
Use of natural language processing to extract clinical cancer phenotypes from electronic medical records
GK Savova, I Danciu, F Alamudun, T Miller, C Lin, DS Bitterman, ...
Cancer research 79 (21), 5463-5470, 2019
Acute pulmonary embolism: artificial neural network approach for diagnosis.
GD Tourassi, CE Floyd, HD Sostman, RE Coleman
Radiology 189 (2), 555-558, 1993
LUNGx Challenge for computerized lung nodule classification
SG Armato III, K Drukker, F Li, L Hadjiiski, GD Tourassi, RM Engelmann, ...
Journal of Medical Imaging 3 (4), 044506-044506, 2016
Artificial intelligence in cancer research, diagnosis and therapy
O Elemento, C Leslie, J Lundin, G Tourassi
Nature Reviews Cancer 21 (12), 747-752, 2021
Limitations of transformers on clinical text classification
S Gao, M Alawad, MT Young, J Gounley, N Schaefferkoetter, HJ Yoon, ...
IEEE journal of biomedical and health informatics 25 (9), 3596-3607, 2021
A study on the computerized fractal analysis of architectural distortion in screening mammograms
GD Tourassi, DM Delong, CE Floyd
Physics in Medicine & Biology 51 (5), 1299, 2006
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
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