Goldgof, Dmitry

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

Macro- and micro-expression spotting in long videos using spatio-temporal strain

Shreve, M., Godavarthy, S., Goldgof, D., & Sarkar, S. (2011) · Face and Gesture 2011

Face recognition and analysisEmotion and Mood Recognition

Cited by 218

Towards macro- and micro-expression spotting in video using strain patterns

Shreve, M., Godavarthy, S., Manohar, V., Goldgof, D., & Sarkar, S. (2009) · 2009 Workshop on Applications of Computer Vision (WACV)

Face recognition and analysisEmotion and Mood Recognition

Cited by 124

A semiautomatic CT-based ensemble segmentation of lung tumors: Comparison with oncologists’ delineations and with the surgical specimen

Rios Velazquez, E., Aerts, H. J. W. L., Gu, Y., Goldgof, D. B., De Ruysscher, D., Dekker, A., Korn, R., Gillies, R. J., & Lambin, P. (2012) · Radiotherapy and Oncology

Medical Image Segmentation TechniquesLung Cancer Diagnosis and Treatment

Cited by 120

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

Multimodal spatio-temporal deep learning approach for neonatal postoperative pain assessment

Salekin, M. S., Zamzmi, G., Goldgof, D., Kasturi, R., Ho, T., & Sun, Y. (2021) · Computers in Biology and Medicine

Pediatric Pain Management TechniquesEmotion and Mood Recognition

Cited by 94

Evaluation and optimization of remote sensing techniques for detection of Karenia brevis blooms on the West Florida Shelf.

Soto, I. M., Cannizzaro, J., Muller-Karger, F. E., Hu, C., Wolny, J., & Goldgof, D. (2015) · Remote Sensing of Environment

Marine Toxins and Detection MethodsMarine Plankton and Biogeochemistry

Cited by 45

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

Large language models robustness against perturbation

Alahmari, S. S., Hall, L., Mouton, P. R., & Goldgof, D. (2025) · Scientific Reports

Adversarial Robustness in Machine LearningTopic Modeling

Cited by 5