Scholar

Matthew M. Engelhard

Google Scholar ID: 0gpvxyoAAAAJ

Assistant Professor of Biostatistics & Bioinformatics, Duke University

machine learninghealthcaremental healthdigital health

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Citations & Impact

All-time

Citations

1,005

H-index

i10-index

Publications

Co-authors

list available

Contact

No contact links provided.

Publications

8 items

Integrating Neural Encoders in Bayesian Generalized Linear Mixed Models for Multimodal Data

2026

Cited

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

2026

Cited

Interval-Based AUC (iAUC): Extending ROC Analysis to Uncertainty-Aware Classification

2026

Cited

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

2026

Cited

Borrowing From the Future: Enhancing Early Risk Assessment through Contrastive Learning

2025

Cited

FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport

2025

Cited

CLEAR: Unlearning Spurious Style-Content Associations with Contrastive LEarning with Anti-contrastive Regularization

2025

Cited

Infinite hierarchical contrastive clustering for personal digital envirotyping

2025

Cited

Resume (English only)

Co-authors

21 total