Additional Campus Affiliations
William L. Everitt Fellow, Electrical and Computer Engineering
Associate Professor, Electrical and Computer Engineering
Associate Professor, Statistics
Associate Professor, Coordinated Science Lab
Recent Publications
Chen, Y., Huerta, E. A., Duarte, J., Harris, P., Katz, D. S., Neubauer, M. S., Diaz, D., Mokhtar, F., Kansal, R., Park, S. E., Kindratenko, V. V., Zhao, Z., & Rusack, R. (2022). A FAIR and AI-ready Higgs boson decay dataset. Scientific Data, 9(1), [31]. https://doi.org/10.1038/s41597-021-01109-0
Shen, H., Huerta, E. A., O'Shea, E., Kumar, P., & Zhao, Z. (2022). Statistically-informed deep learning for gravitational wave parameter estimation. Machine Learning: Science and Technology, 3(1), [015007]. https://doi.org/10.1088/2632-2153/ac3843
Fan, Y., & Zhao, Z. (2021). CRYO-ELECTRON MICROSCOPY IMAGE DENOISING USING MULTI-FREQUENCY VECTOR DIFFUSION MAPS. In 2021 IEEE International Conference on Image Processing, ICIP 2021 - Proceedings (pp. 3463-3467). (Proceedings - International Conference on Image Processing, ICIP; Vol. 2021-September). IEEE Computer Society. https://doi.org/10.1109/ICIP42928.2021.9506435
Fan, Y., Gao, T., & Zhao, Z. (2021). Representation theoretic patterns in multi-frequency class averaging for three-dimensional cryo-electron microscopy. Information and Inference, 10(3), 723-771. https://doi.org/10.1093/imaiai/iaab012
Gupta, A., Huerta, E., Zhao, Z., & Moussa, I. (2021). Deep Learning for Cardiologist-Level Myocardial Infarction Detection in Electrocardiograms. In T. Jarm, A. Cvetkoska, S. Mahnič-Kalamiza, & D. Miklavcic (Eds.), 8th European Medical and Biological Engineering Conference - Proceedings of the EMBEC 2020 (pp. 341-355). (IFMBE Proceedings; Vol. 80). Springer. https://doi.org/10.1007/978-3-030-64610-3_40