Author

Matthew M. Engelhard

Observed name: Engelhard, Matthew M.

Institutions: Duke University, Duke Medical Center

Observed institutions: Duke University, Duke Medical Center

OpenAlex ID: A5125118271

When are time-to-event models a waste of time? Bridging mixture cure models and positive-unlabeled learning for binary classification under right-censoring

2026 · Weng, Qin, Engelhard, Matthew M. · arXiv (Cornell University)

Can Large Language Models Predict Patient Treatment Choices? A Discrete Choice Experiment Framework

2026 · Tina Cheng, Juan Marcos Gonzalez, et al. · Value in Health

Multimodal Training to Unimodal Deployment: Leveraging Unstructured Data During Training to Optimize Structured Data Only Deployment

2026 · Wang, Zigui, Sun, Minghui, et al. · PubMed

Double Variable Importance Matching to Estimate Distinct Causal Effects on Event Probability and Timing

2026 · Li, Yuqi, Lanners, Quinn, et al. · arXiv (Cornell University)

Extending ROC Analysis to Uncertainty-Aware Risk Prediction with an Interval-Based AUC (iAUC)

2026 · Li, Yuqi, Engelhard, Matthew M. · arXiv (Cornell University)

EviGen: Predictive Evidence Scaffolding for Verifiable Clinical Rationale Generation

2026 · Fengnan Li, Heman Burre, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)

Works count: 6

Citation count:

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