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Dr. Gary Tozbikian
at The Ohio State Univ. Wexner Medical Ctr.
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Publications (4)
Proceedings Article | 3 April 2024 Paper
Deep-ODX: an efficient deep learning tool to risk stratify breast cancer patients from histopathology images
Proceedings Volume 12933, 1293307 (2024) https://doi.org/10.1117/12.3006272
KEYWORDS: Breast cancer, Deep learning, Histopathology, Machine learning, Chemotherapy, Feature extraction, Data modeling, Neural networks
Proceedings Article | 4 April 2022 Presentation + Paper
Predicting HER2 scores from registered HER2 and H&E images
Proceedings Volume 12039, 120390C (2022) https://doi.org/10.1117/12.2612878
KEYWORDS: Tissues, Receptors, Image registration, Cancer, Breast cancer
Proceedings Article | 18 March 2019 Paper
Generalization of tumor identification algorithms
Muhammad Khalid Khan Niazi, Thomas Tavolara, Caglar Senaras, Gary Tozbikian, Douglas Hartman, Vidya Arole, Liron Pantanowitz, Metin Gurcan
Proceedings Volume 10956, 109560Z (2019) https://doi.org/10.1117/12.2512911
KEYWORDS: Tumors, Breast cancer, Breast, Tissues, Tumor growth modeling, Image segmentation, Image analysis, Cancer, Biopsy, Pathology
Proceedings Article | 6 March 2018 Paper
Creating synthetic digital slides using conditional generative adversarial networks: application to Ki67 staining
Caglar Senaras, Berkman Sahiner, Gary Tozbikian, Gerard Lozanski, Metin Gurcan
Proceedings Volume 10581, 1058103 (2018) https://doi.org/10.1117/12.2294999
KEYWORDS: Convolutional neural networks, Image segmentation, Tumors, Image analysis, Cancer, Tissues, Algorithm development, Breast cancer, Gallium nitride, Pathology, Visualization
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