Hall, Lawrence O.

SMOTE synthetic minority over-sampling technique

Chawla, N. V., Bowyer, K. W., Hall, L. O., & Kegelmeyer, W. P. (2002) · Journal of Artificial Intelligence Research

Imbalanced Data Classification TechniquesMachine Learning and Data Classification

Cited by 32,865

Radiomics: the process and the challenges

Kumar, V., Gu, Y., Basu, S., Berglund, A., Eschrich, S. A., Schabath, M. B., Forster, K., Aerts, H. J. W. L., Dekker, A., Fenstermacher, D., et al. (2012) · Magnetic Resonance Imaging

Radiomics and Machine Learning in Medical ImagingImage Retrieval and Classification Techniques

Cited by 2,258

Radiologically Defined Ecological Dynamics and Clinical Outcomes in Glioblastoma Multiforme: Preliminary Results

Zhou, M., Hall, L., Goldgof, D., Russo, R., Balagurunathan, Y., Gillies, R., & Gatenby, R. (2014) · Translational Oncology

Radiomics and Machine Learning in Medical ImagingGlioma Diagnosis and Treatment

Cited by 97

Normal brain volume measurements using multispectral MRI segmentation

Vaidyanathan, M., Clarke, L. P., Heidtman, C., Velthuizen, R. P., & Hall, L. O. (1997) · Magnetic Resonance Imaging

Medical Image Segmentation TechniquesBrain Tumor Detection and Classification

Cited by 39

Achieving Multisite Generalization for CNN-Based Disease Diagnosis Models by Mitigating Shortcut Learning

Ben Ahmed, K., Hall, L. O., Goldgof, D. B., & Fogarty, R. (2022) · IEEE Access

COVID-19 diagnosis using AIDomain Adaptation and Few-Shot Learning

Cited by 12