Donna Tjandra

According to our database, Donna Tjandra authored at least 6 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Reformulating patient stratification for targeting interventions by accounting for severity of downstream outcomes resulting from disease onset: a case study in sepsis.

Fahad Kamran, Donna Tjandra, Thomas S. Valley, Hallie C. Prescott, Nigam H. Shah, Vincent X. Liu, Eric Horvitz, Jenna Wiens

J. Am. Medical Informatics Assoc., 2025

2024

Predicting the Timing of Clinical Outcomes in the Presence of Multiple Events and Noisy Labels

Donna Tjandra

PhD thesis, 2024

Survival Analysis with Multiple Noisy Labels.

Donna Tjandra, Jenna Wiens

Proceedings of the IEEE International Conference on Data Mining, 2024

2023

Leveraging an Alignment Set in Tackling Instance-Dependent Label Noise.

Donna Tjandra, Jenna Wiens

Proceedings of the Conference on Health, Inference, and Learning, 2023

2021

A Hierarchical Approach to Multi-Event Survival Analysis.

Donna Tjandra, Yifei He, Jenna Wiens

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2019

When to remember where you came from: node representation learning in higher-order networks.

Caleb Belth, Fahad Kamran, Donna Tjandra, Danai Koutra

Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019