RYAN LU

Predicting Intensive Care Delirium with Machine Learning: Model Development and External Validation

Gong, K. D., Lu, R., Bergamaschi, T. S., Sanyal, A., Guo, J., Kim, H. B., Nguyen, H. T., Greenstein, J. L., Winslow, R. L., & Stevens, R. D. (2022). Predicting Intensive Care Delirium with Machine Learning: Model Development and External Validation. Anesthesiology, 10.1097/ALN.0000000000004478. Advance online publication. https://doi.org/10.1097/ALN.0000000000004478

Press Release

Github Code

Response of breast cancer carcinoma spheroids to combination therapy with radiation and DNA-PK inhibitor: growth arrest without a change in α/β ratio

Yu, J., Lu, R., Nedrow, J., & Sgouros, G. (2020). Response of breast cancer carcinoma spheroids to combination therapy with radiation and DNA-PK inhibitor: growth arrest without a change in α/β ratio. International Journal of Radiation BiologyInternational Journal of Radiation Biology. https://doi.org/10.1080/09553002.2020.1838659

Application of the Milan System for Reporting Submandibular Gland Cytopathology: An international, multi‐institutional study

Maleki, Z., Baloch, Z., Lu, R., Shafique, K., Song, S.J., Viswanathan, K., Rao, R.A., Lefler, H., Fatima, A., Wiles, A., Jo, V.Y., Wang, H., Fadda, G., Powers, C.N., Ali, S.Z., Pantanowitz, L., Siddiqui, M.T., Nayar, R., Klijanienko, J., Barkan, G.A., Krane, J.F., Rossi, E.D., Callegari, F., Kholová, I., Bongiovanni, M., Faquin, W.C., & Pusztaszeri, M.P. (2019). Application of the Milan System for Reporting Submandibular Gland Cytopathology: An international, multi-institutional study. Cancer Cytopathology, 127(5), 306-315. https://doi.org/10.1002/cncy.22135

Risk Stratification of Thyroid Nodules Suspicious for Medullary Thyroid Carcinoma and the Bethesda System for Reporting Thyroid Cytopathology

Lu, R., Miller, D., & Maleki, Z. (2020, March 2). Risk Stratification of Thyroid Nodules Suspicious for Medullary Thyroid Carcinoma and the Bethesda System for Reporting Thyroid Cytopathology [Poster presentation]. 109th United States and Canadian Academy of Pathology Annual Meeting, Los Angeles, CA, United States.

Brainlit: Automated Data Handling, Processing, Visualization, and Classification of Terabyte 2-Photon Brain Images

Varjavand, B., Figdore, M., Lu, R., Phatak, S., Trieu, J., Fiallos, A., Wang, X., Athey, T., & Vogelstein, J. (2020, March 27-28). BrainLit: Automated Data Handling, Processing, Visualization, and Classification of Terabyte 2-Photon Brain Images [Virtual poster presentation]. The American Society for Engineering Education 2020 Mid-Atlantic Spring Conference, Baltimore, MD, United States. https://asee-mac.jhu.edu/poster-competition/.

3D Rank Filters

Developed 3D rank filtering algorithm using Cython, Python, and C for scikit-image

Planet Health Report Card for the Feinberg School of Medicine

Helped evaluated Feinberg's planetary health content through the Planetary Health Report Card Initiative