Mehak Gupta

Employment

• Southern Methodist University
  2023 - Present

Education

• University of Delaware PhD
  2018 - 2023

Projects & Funding

Projects & funding information is unavailable.

Publications (12)

• Associations of Longitudinal BMI-Percentile Classification Patterns in Early Childhood with Neighborhood-Level Social Determinants of Health
  Childhood Obesity 2025 DOI: 10.1089/chi.2023.0157
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• An Interoperable Machine Learning Pipeline for Pediatric Obesity Risk Estimation
  ArXiv 2025
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• Reliable prediction of childhood obesity using only routinely collected EHRs may be possible
  Obesity Pillars 2024 DOI: 10.1016/j.obpill.2024.100128
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• Reliable prediction of childhood obesity using only routinely collected EHRs is possible
  2024 DOI: 10.1101/2024.01.29.24301945
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• Associations of longitudinal BMI percentile classification patterns in early childhood with neighborhood-level social determinants of health
  2023 DOI: 10.1101/2023.06.08.23291145
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• Obesity Prediction with EHR Data: A Deep Learning Approach with Interpretable Elements
  ACM Transactions on Computing for Healthcare 2022 DOI: 10.1145/3506719
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• Flexible-Window Predictions on Electronic Health Records
  Proceedings of the AAAI Conference on Artificial Intelligence 2022 DOI: 10.1609/aaai.v36i11.21520
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• An Extensive Data Processing Pipeline for MIMIC-IV
  Proceedings of the 2nd Machine Learning for Health symposium 2022
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• An Extensive Data Processing Pipeline for MIMIC-IV
  ArXiv 2022
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• Few-Shot Learning with Semi-Supervised Transformers for Electronic Health Records
  Proceedings of the 7th Machine Learning for Healthcare Conference 2022
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