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 · 727 citations · Full text

Medical Decision Making, Data Classification, Classification Method +13

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 · 281 citations · Full text

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 · 218 citations

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

Engineering, Diagnosis, Diagnostic Imaging +17

Deep Learning for Automated Extraction of Primary Sites From Cancer Pathology Reports

John X. Qiu, Hong‐Jun Yoon, Paul Fearn et al. · IEEE Journal of Biomedical and Health Informatics · 2017 · 151 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +20