Mehak Gupta

Orcid: 0000-0001-8036-2025

Affiliations:

Southern Methodist University (SMU), Lyle School of Engineering, University Park, TX, USA
University of Delaware, Newark, DE, USA (PhD)

According to our database¹, Mehak Gupta authored at least 14 papers between 2019 and 2026.

Collaborative distances:

Dijkstra number² of five.
Erdős number³ of five.

Timeline

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Book In proceedings Article PhD thesis Dataset Other

Bibliography

2026

A Multimodal Data Processing Pipeline for MIMIC-IV Dataset.

[BibT_eX]

[DOI]

CoRR, January, 2026

2025

"Mirror" Language AI Models of Depression are Criterion-Contaminated.

[BibT_eX]

[DOI]

CoRR, August, 2025

Personality Prediction from Life Stories using Language Models.

[BibT_eX]

[DOI]

CoRR, June, 2025

Equitable Electronic Health Record Prediction with FAME: Fairness-Aware Multimodal Embedding.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning for Healthcare Conference (MLHC 2025), 2025

2024

An Interoperable Machine Learning Pipeline for Pediatric Obesity Risk Estimation.

[BibT_eX]

[DOI]

Hamed Fayyaz

Mehak Gupta

Alejandra Perez Ramirez

Proceedings of the Machine Learning for Health, 2024

HealthGAT: Node Classifications in Electronic Health Records using Graph Attention Networks.

[BibT_eX]

[DOI]

Fahmida Liza Piya

Mehak Gupta

Rahmatollah Beheshti

Proceedings of the IEEE/ACM Conference on Connected Health: Applications, 2024

2022

Obesity Prediction with EHR Data: A Deep Learning Approach with Interpretable Elements.

[BibT_eX]

[DOI]

ACM Trans. Comput. Heal., 2022

Few-Shot Learning with Semi-Supervised Transformers for Electronic Health Records.

[BibT_eX]

[DOI]

Raphael Poulain

Mehak Gupta

Rahmatollah Beheshti

Proceedings of the Machine Learning for Healthcare Conference, 2022

An Extensive Data Processing Pipeline for MIMIC-IV.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning for Health, 2022

Flexible-Window Predictions on Electronic Health Records.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Transformer-based Multi-target Regression on Electronic Health Records for Primordial Prevention of Cardiovascular Disease.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

Concurrent imputation and prediction on EHR data using bi-directional GANs: Bi-GANs for EHR imputation and prediction.

[BibT_eX]

[DOI]

Proceedings of the BCB '21: 12th ACM International Conference on Bioinformatics, 2021

2020

Time-series Imputation and Prediction with Bi-Directional Generative Adversarial Networks.

[BibT_eX]

[DOI]

Mehak Gupta

Rahmatollah Beheshti

CoRR, 2020

2019

Obesity Prediction with EHR Data: A deep learning approach with interpretability.

[BibT_eX]

[DOI]

CoRR, 2019

Mehak Gupta

Timeline

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Bibliography

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