Publications

Hierarchical Gaussian Processes and Mixtures of Ex-perts in Predicting COVID Patient Trajectories
Sunny Cui, Elizabeth C. Yoo, DidongLi, Krzysztof Laudanski, and Barbara E. Engelhardt
Draft
PSB 2022 (Precision Medicine Track)

DeepCell Datasets: Building a Single-Cell ImageNet for Biology
Erick Moen, Geneva Miller, Noah Greenwald, Enrico Borba, Morgan Schwartz, Tyler Price, Isabella Camplisson, Nora Koe, Sunny Cui, Cole Pavelchek, Tom Dougherty, Takamasa Kudo, Ed Pao, Will Graf, Leeat Keren, Michael Angelo, David Van Valen

Poster @NeurIPS LMRL Workshop 2020

Optimizing Deep Neural Networks for Single Cell Segmentation
Sunny Cui
Senior thesis (Major), California Institute of Technology

Whole-cell segmentation of tissue images with human-level performance using large-scale data annotation and deep learning
Noah F. Greenwald, Geneva Miller, Erick Moen, Alex Kong, Adam Kagel, Christine Camacho Fullaway, Brianna J. McIntosh, Ke Leow, Morgan Sarah Schwartz, Thomas Dougherty, Cole Pavelchek, Sunny Cui, Isabella Camplisson, Omer Bar-Tal, Jaiveer Singh, Mara Fong, Gautam Chaudhry, Zion Abraham, Jackson Moseley, Shiri Warshawsky, Erin Soon, Shirley Greenbaum, Tyler Risom, Travis Hollmann, Leeat Keren, Will Graf, Michael Angelo, David Van Valen
Nature Biotechnology (2021)