Georgia D. Tourassi

Training neural network classifiers for medical decision making: The effects of imbalanced datasets on classification performance

Maciej A. Mazurowski, Piotr A. Habas, Jacek M. Zurada et al. · Neural Networks · 2007 · 729 citations · Full text

Computing, Biomedical Informatics, Health Informatics +17

Diversity and scale: Genetic architecture of 2068 traits in the VA Million Veteran Program

Anurag Verma, Jennifer E. Huffman, Alex A Rodriguez et al. · Science · 2024 · 362 citations · Full text

Life Sciences, Genetics, Molecular Genetics +17

Application of the mutual information criterion for feature selection in computer‐aided diagnosis

Georgia D. Tourassi, Erik D. Frederick, Mia K. Markey et al. · Medical Physics · 2001 · 221 citations

Computing, Biomedical Engineering, Radiology +16

A Concentric Morphology Model for the Detection of Masses in Mammography

Nevine H. Eltonsy, Georgia D. Tourassi, Adel Elmaghraby · IEEE Transactions on Medical Imaging · 2007 · 165 citations

Medicine, Radiology, Computer Vision +16

Limitations of Transformers on Clinical Text Classification

Shang Gao, Mohammed Alawad, M. Todd Young et al. · IEEE Journal of Biomedical and Health Informatics · 2021 · 156 citations · Full text

Computing, Computer Science, Pathology +16