Matthew M. Engelhard
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
18
 
i10-index
28
 
Publications
20
 
Co-authors
21
list available
Contact
No contact links provided.
Publications
7 items
Multimodal Training to Unimodal Deployment: Leveraging Unstructured Data During Training to Optimize Structured Data Only Deployment
2026
Cited
0
Interval-Based AUC (iAUC): Extending ROC Analysis to Uncertainty-Aware Classification
2026
Cited
0
Double Variable Importance Matching to Estimate Distinct Causal Effects on Event Probability and Timing
2026
Cited
0
Borrowing From the Future: Enhancing Early Risk Assessment through Contrastive Learning
2025
Cited
0
FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport
2025
Cited
0
CLEAR: Unlearning Spurious Style-Content Associations with Contrastive LEarning with Anti-contrastive Regularization
2025
Cited
0
Infinite hierarchical contrastive clustering for personal digital envirotyping
2025
Cited
0
Resume (English only)
Co-authors
21 total
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Co-author 2
Ricardo Henao
Ricardo Henao
Duke University
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