
Aydogan Ozcan, PhD
Languages
Education
Fellowship
Degrees
Contact Information
Scientific Interests
Computational microscopy and sensing, virtual staining of tissue, multiplexed biomarker imaging.
Highlighted Publications
S.Y. Selcuk, X. Yang, B. Bai, Y. Zhang, Y. Li, M. Aydin, A. F. Unal, A. Gomatam, Z. Guo, D. M. Angus, G. Kolodney, K. Atlan, T. K. Haran, N. Pillar, and A. Ozcan, “Automated HER2 Scoring in Breast Cancer Images Using Deep Learning and Pyramid Sampling,” BME Frontiers (AAAS) DOI: 10.34133/bmef.0048 (2024)
B. Bai, H. Wang, Y. Li, K. de Haan, F. Colonnese, Y. Wan, J. Zuo, N.B. Doan, X. Zhang, Y. Zhang, J. Li, X. Yang, W. Dong, M. Angus Darrow, E. Kamangar, H. Sung Lee, Y. Rivenson, A. Ozcan, “Labelfree virtual HER2 immunohistochemical staining of breast tissue using deep learning,” BME Frontiers (AAAS) DOI: 10.34133/2022/9786242 (2022)
J. Li, J. Garfinkel, X. Zhang, D. Wu, Y. Zhang, K. de Haan, H. Wang, T. Liu, B. Bai, Y. Rivenson, G. Rubinstein, P. Scumpia and A. Ozcan, “Biopsy-free in vivo virtual histology of skin using deep learning,” Light: Science & Applications (Nature Publishing Group) DOI: 10.1038/s41377-021- 00674-8 (2021)
K. de Haan, Y. Zhang, J.E. Zuckerman, T. Liu, A.E. Sisk, M.F.P. Diaz, K. Jen, A. Nobori, S. Liou, S. Zhang, R. Riahi, Y. Rivenson, W.D. Wallace, and A. Ozcan, “Deep learning-based transformation of H&E stained tissues into special stains,” Nature Communications DOI: 10.1038/s41467-021- 25221-2 (2021)
Y. Rivenson, H. Wang, Z. Wei, K. de Haan, Y. Zhang, Y. Wu, H. Günaydın, J.E. Zuckerman, T. Chong, A.E. Sisk, L. M. Westbrook, W.D. Wallace, and A. Ozcan, “Virtual histological staining of unlabelled tissue-autofluorescence images via deep learning,” Nature Biomedical Engineering DOI: 10.1038/s41551-019-0362-y (2019)