Divya Shanmugam
Scholar

Divya Shanmugam

Google Scholar ID: E7bRAPkAAAAJ
Massachusetts Institute of Technology
data-centric machine learninghealthcare
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
554
 
H-index
11
 
i10-index
11
 
Publications
20
 
Co-authors
6
list available
Contact
CVOpen ↗GitHubOpen ↗
Publications
4 items
Test-time augmentation improves efficiency in conformal prediction
2025
Cited
0
Evaluating multiple models using labeled and unlabeled data
2025
Cited
0
Learning Disease Progression Models That Capture Health Disparities
arXiv.org · 2024
Cited
0
Using large language models to promote health equity
2023
Cited
3
Resume (English only)
Academic Achievements
  • Developed a new prevalence estimation method for intimate partner violence screening (NWH 2024)
  • Introduced test-time augmentation and other test-time interventions (ICCV 2021, CVPR 2025)
  • Studied differential healthcare access and its impact on ML systems (CHIL 2025)
  • Proposed new evaluation methods beyond curated benchmarks (CHI 2023, NeurIPS 2025)
  • Modeled human and systemic factors in healthcare data, such as underreporting and financial incentives
Co-authors
6 total
John Guttag
John Guttag
Unknown affiliation
Emma Pierson
Emma Pierson
University of California, Berkeley
Harini Suresh
Harini Suresh
PhD Student, Massachusetts Institute of Technology (MIT)
Roshni Sahoo
Roshni Sahoo
Stanford University
Jose Javier Gonzalez Ortiz
Jose Javier Gonzalez Ortiz
Massachusetts Institute of Technology
Ava P. Amini
Ava P. Amini
Microsoft Research