Andrew J. Kruger, Lingdao Sha, Madhavi Kannan, Rohan P. Joshi, Benjamin D. Leibowitz, Renyu Zhang, Aly A. Khan, and Martin Stumpe Journal of Clinical Oncology 2020 38:15_suppl, e16097-e16097
Zhang, Renyu, et al. "Evaluating and interpreting caption prediction for histopathology images." Machine Learning for Healthcare Conference. PMLR, 2020.
Zhang, Renyu, Aly A. Khan, and Robert L. Grossman. "Evaluation of Hyperbolic Attention in Histopathology Images." 2020 IEEE 20th International Conference on Bioinformatics and Bioengineering (BIBE). IEEE, 2020.
Zhang, Renyu, et al. "Scalable Batch-Mode Deep Bayesian Active Learning via Equivalence Class Annealing." arXiv preprint arXiv:2112.13737 (2021).
Zhang, Renyu, Aly A. Khan, Yuxin Chen, and Robert L. Grossman. "Enhancing Instance-Level Image Classification with Set-Level Labels." arXiv preprint arXiv:2311.05659 (2023).
Song, Steven, Emaan Mohsin, Renyu Zhang, Andrey Kuznetsov, Le Shen, Robert L. Grossman, Christopher R. Weber, and Aly A. Khan. "ATAT: Automated Tissue Alignment and Traversal in Spatial Transcriptomics with Self-Supervised Learning." bioRxiv (2023): 2023-12.
Zhang, Renyu, Aly A. Khan, Yuxin Chen, and Robert L. Grossman. "Enhancing Instance-Level Image Classification with Set-Level Labels." arXiv preprint arXiv:2311.05659 (2023).
Talk at UC San Francisco, Department of Testing, San Francisco, California
Tutorial at UC-Berkeley Institute for Testing Science, Berkeley CA, USA
Talk at London School of Testing, London, UK
Conference proceedings talk at Testing Institute of America 2014 Annual Conference, Los Angeles, CA