Training neural network classifiers for medical decision making: The effects of imbalanced datasets on classification performance
Mazurowski, Maciej A., Habas, Piotr A., Zurada, Jacek M., Lo, Joseph Y., Baker, Jay A., Tourassi, Georgia D.
Published in Neural networks (01.03.2008)
Published in Neural networks (01.03.2008)
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Conference Proceeding
Development of message passing-based graph convolutional networks for classifying cancer pathology reports
Yoon, Hong-Jun, Klasky, Hilda B, Blanchard, Andrew E, Christian, J Blair, Durbin, Eric B, Wu, Xiao-Cheng, Stroup, Antoinette, Doherty, Jennifer, Coyle, Linda, Penberthy, Lynne, Tourassi, Georgia D
Published in BMC medical informatics and decision making (17.09.2024)
Published in BMC medical informatics and decision making (17.09.2024)
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Journal Article
Predicting diagnostic error in radiology via eye-tracking and image analytics: preliminary investigation in mammography
Voisin, Sophie, Pinto, Frank, Morin-Ducote, Garnetta, Hudson, Kathleen B, Tourassi, Georgia D
Published in Medical physics (Lancaster) (01.10.2013)
Published in Medical physics (Lancaster) (01.10.2013)
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Journal Article
Scalable deep text comprehension for Cancer surveillance on high-performance computing
Qiu, John X, Yoon, Hong-Jun, Srivastava, Kshitij, Watson, Thomas P, Blair Christian, J, Ramanathan, Arvind, Wu, Xiao C, Fearn, Paul A, Tourassi, Georgia D
Published in BMC bioinformatics (21.12.2018)
Published in BMC bioinformatics (21.12.2018)
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Conference Proceeding
Mutual information-based template matching scheme for detection of breast masses: From mammography to digital breast tomosynthesis
Mazurowski, Maciej A., Lo, Joseph Y., Harrawood, Brian P., Tourassi, Georgia D.
Published in Journal of biomedical informatics (01.10.2011)
Published in Journal of biomedical informatics (01.10.2011)
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Journal Article
A study on the computerized fractal analysis of architectural distortion in screening mammograms
Tourassi, Georgia D, Delong, David M, Floyd, Carey E
Published in Physics in medicine & biology (07.03.2006)
Published in Physics in medicine & biology (07.03.2006)
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Journal Article
Identifying error-making patterns in assessment of mammographic BI-RADS descriptors among radiology residents using statistical pattern recognition
Mazurowski, Maciej A, Barnhart, Huiman X, Baker, Jay A, Tourassi, Georgia D
Published in Academic radiology (01.07.2012)
Published in Academic radiology (01.07.2012)
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Journal Article
Hierarchical attention networks for information extraction from cancer pathology reports
Gao, Shang, Young, Michael T, Qiu, John X, Yoon, Hong-Jun, Christian, James B, Fearn, Paul A, Tourassi, Georgia D, Ramanthan, Arvind
Published in Journal of the American Medical Informatics Association : JAMIA (01.03.2018)
Published in Journal of the American Medical Informatics Association : JAMIA (01.03.2018)
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Journal Article
Evaluating the effect of image preprocessing on an information-theoretic CAD system in mammography
Tourassi, Georgia D, Ike, 3rd, Robert, Singh, Swatee, Harrawood, Brian
Published in Academic radiology (01.05.2008)
Published in Academic radiology (01.05.2008)
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Class imbalance in out-of-distribution datasets: Improving the robustness of the TextCNN for the classification of rare cancer types
De Angeli, Kevin, Gao, Shang, Danciu, Ioana, Durbin, Eric B., Wu, Xiao-Cheng, Stroup, Antoinette, Doherty, Jennifer, Schwartz, Stephen, Wiggins, Charles, Damesyn, Mark, Coyle, Linda, Penberthy, Lynne, Tourassi, Georgia D., Yoon, Hong-Jun
Published in Journal of biomedical informatics (01.01.2022)
Published in Journal of biomedical informatics (01.01.2022)
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Journal Article
Self-organizing map for cluster analysis of a breast cancer database
Markey, Mia K., Lo, Joseph Y., Tourassi, Georgia D., Floyd, Carey E.
Published in Artificial intelligence in medicine (01.02.2003)
Published in Artificial intelligence in medicine (01.02.2003)
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Journal Article
Deep learning uncertainty quantification for clinical text classification
Peluso, Alina, Danciu, Ioana, Yoon, Hong-Jun, Yusof, Jamaludin Mohd, Bhattacharya, Tanmoy, Spannaus, Adam, Schaefferkoetter, Noah, Durbin, Eric B., Wu, Xiao-Cheng, Stroup, Antoinette, Doherty, Jennifer, Schwartz, Stephen, Wiggins, Charles, Coyle, Linda, Penberthy, Lynne, Tourassi, Georgia D., Gao, Shang
Published in Journal of biomedical informatics (01.01.2024)
Published in Journal of biomedical informatics (01.01.2024)
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Journal Article
A Keyword-Enhanced Approach to Handle Class Imbalance in Clinical Text Classification
Blanchard, Andrew E., Gao, Shang, Yoon, Hong-Jun, Christian, J. Blair, Durbin, Eric B., Wu, Xiao-Cheng, Stroup, Antoinette, Doherty, Jennifer, Schwartz, Stephen M., Wiggins, Charles, Coyle, Linda, Penberthy, Lynne, Tourassi, Georgia D.
Published in IEEE journal of biomedical and health informatics (01.06.2022)
Published in IEEE journal of biomedical and health informatics (01.06.2022)
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Journal Article
A Concentric Morphology Model for the Detection of Masses in Mammography
Eltonsy, N.H., Tourassi, G.D., Elmaghraby, A.S.
Published in IEEE transactions on medical imaging (01.06.2007)
Published in IEEE transactions on medical imaging (01.06.2007)
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Journal Article
Recent advances in chest radiography
McAdams, H Page, Samei, Ehsan, Dobbins, 3rd, James, Tourassi, Georgia D, Ravin, Carl E
Published in Radiology (01.12.2006)
Published in Radiology (01.12.2006)
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Journal Article
Methodology for generating a 3D computerized breast phantom from empirical data
Li, Christina M, Segars, W Paul, Tourassi, Georgia D, Boone, John M, Dobbins, 3rd, James T
Published in Medical physics (Lancaster) (01.07.2009)
Published in Medical physics (Lancaster) (01.07.2009)
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Journal Article
Accelerated training of bootstrap aggregation-based deep information extraction systems from cancer pathology reports
Yoon, Hong-Jun, Klasky, Hilda B., Gounley, John P., Alawad, Mohammed, Gao, Shang, Durbin, Eric B., Wu, Xiao-Cheng, Stroup, Antoinette, Doherty, Jennifer, Coyle, Linda, Penberthy, Lynne, Blair Christian, J., Tourassi, Georgia D.
Published in Journal of biomedical informatics (01.10.2020)
Published in Journal of biomedical informatics (01.10.2020)
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