Obesity Prediction with EHR Data: A deep learning approach with interpretability. - Mehak Gupta 001; Thao-Ly T. Phan; George Datto; H. Timothy Bunnell; Rahmatollah Beheshti (CoRR, 2019)

Time-series Imputation and Prediction with Bi-Directional Generative Adversarial Networks. - Mehak Gupta 001; Rahmatollah Beheshti (CoRR, 2020)

Concurrent imputation and prediction on EHR data using bi-directional GANs: Bi-GANs for EHR imputation and prediction. - Mehak Gupta 001; Thao-Ly T. Phan; H. Timothy Bunnell; Rahmatollah Beheshti (BCB, 2021)

Transformer-based Multi-target Regression on Electronic Health Records for Primordial Prevention of Cardiovascular Disease. - Raphael Poulain; Mehak Gupta 001; Randi E. Foraker; Rahmatollah Beheshti (BIBM, 2021)

Flexible-Window Predictions on Electronic Health Records. - Mehak Gupta 001; Raphael Poulain; Thao-Ly T. Phan; H. Timothy Bunnell; Rahmatollah Beheshti (AAAI, 2022)

An Extensive Data Processing Pipeline for MIMIC-IV. - Mehak Gupta 001; Brennan Gallamoza; Nicolas Cutrona; Pranjal Dhakal; Raphael Poulain; Rahmatollah Beheshti (ML4H@NeurIPS, 2022)

Few-Shot Learning with Semi-Supervised Transformers for Electronic Health Records. - Raphael Poulain; Mehak Gupta 001; Rahmatollah Beheshti (MLHC, 2022)

Obesity Prediction with EHR Data: A Deep Learning Approach with Interpretable Elements. - Mehak Gupta 001; Thao-Ly T. Phan; H. Timothy Bunnell; Rahmatollah Beheshti (ACM Trans. Comput. Heal., 2022)

HealthGAT: Node Classifications in Electronic Health Records using Graph Attention Networks. - Fahmida Liza Piya; Mehak Gupta 001; Rahmatollah Beheshti (CHASE, 2024)

An Interoperable Machine Learning Pipeline for Pediatric Obesity Risk Estimation. - Hamed Fayyaz; Mehak Gupta 001; Alejandra Perez Ramirez; Claudine Jurkovitz; H. Timothy Bunnell; Thao-Ly T. Phan; Rahmatollah Beheshti (ML4H@NeurIPS, 2024)

Equitable Electronic Health Record Prediction with FAME: Fairness-Aware Multimodal Embedding. - Nikkie Hooman; Zhongjie Wu; Eric C. Larson; Mehak Gupta 001 (MLHC, 2025)

Personality Prediction from Life Stories using Language Models. - Rasiq Hussain; Jerry Ma; Rithik Khandelwal; Joshua R. Oltmanns; Mehak Gupta 001 (CoRR, 2025)

"Mirror" Language AI Models of Depression are Criterion-Contaminated. - Tong Li; Rasiq Hussain; Mehak Gupta 001; Joshua R. Oltmanns (CoRR, 2025)

A Multimodal Data Processing Pipeline for MIMIC-IV Dataset. - Farzana Islam Adiba; Varsha Danduri; Fahmida Liza Piya; Ali Abbasi; Mehak Gupta 001; Rahmatollah Beheshti (CoRR, 2026)