Private Continuous Survival Analysis with Distributed Multi-Site Data. - Luca Bonomi; Marilyn Lionts; Liyue Fan (IEEE Big Data, 2023)

Dataset Distillation in Medical Imaging: A Feasibility Study. - Muyang Li; Can Cui 006; Quan Liu 002; Ruining Deng; Tianyuan Yao; Marilyn Lionts; Yuankai Huo (CoRR, 2024)

Assessment of Cell Nuclei AI Foundation Models in Kidney Pathology. - Junlin Guo; Siqi Lu; Can Cui 006; Ruining Deng; Tianyuan Yao; Zhewen Tao; Yizhe Lin; Marilyn Lionts; Quan Liu 002; Juming Xiong; Catie Chang; Mitchell Wilkes; et al. (CoRR, 2024)

How Good Are We? Evaluating Cell AI Foundation Models in Kidney Pathology with Human-in-the-Loop Enrichment. - Junlin Guo; Siqi Lu; Can Cui 006; Ruining Deng; Tianyuan Yao; Zhewen Tao; Yizhe Lin; Marilyn Lionts; Quan Liu 002; Juming Xiong; Yu Wang; Shilin Zhao; et al. (CoRR, 2024)

IRS: Incremental Relationship-guided Segmentation for Digital Pathology. - Ruining Deng; Junchao Zhu; Juming Xiong; Can Cui 006; Tianyuan Yao; Junlin Guo; Siqi Lu; Marilyn Lionts; Mengmeng Yin; Yu Wang; Shilin Zhao; Yucheng Tang; et al. (CoRR, 2025)

ZeroReg3D: A Zero-shot Registration Pipeline for 3D Consecutive Histopathology Image Reconstruction. - Juming Xiong; Ruining Deng; Jialin Yue; Siqi Lu; Junlin Guo; Marilyn Lionts; Tianyuan Yao; Can Cui 006; Junchao Zhu; Chongyu Qu; Mengmeng Yin; Haichun Yang; et al. (CoRR, 2025)