Journal Papers

Mehak Gupta, Thao-Ly T Phan, F´elice Lˆe-Scherban, Daniel Eckrich, H Timothy Bunnell and Rahmatollah Beheshti. “Associations of Longitudinal BMI-Percentile Classification Patterns in Early Childhood with Neighborhood- Level Social Determinants of Health”. Childhood Obesity 2024 Aug 26; PubMed PMID: 39187268. (View)
Mehak Gupta, Thao-Ly T Phan, Daniel Eckrich, H Timothy Bunnell and Rahmatollah Beheshti “Obesity prediction with ehr data: A deep learning approach with interpretable elements”. Obesity Pillars. 2024 September 10; :100128. DOI: 10.1016/j.obpill.2024.100128. (View)

Mehak Gupta, Thao-Ly T Phan, H Timothy Bunnell, and Rahmatollah Beheshti. “Obesity prediction with ehr data: A deep learning approach with interpretable elements”. ACM Transactions on Computing for Healthcare (HEALTH), 3(3):1–19, 2022 (View)

Conference Papers

Fahmida Liza Piya, Mehak Gupta and Rahmatollah Beheshti. “HealthGAT: Node Classifications in Electronic Health Records using Graph Attention Networks”. IEEE/ACM International Conference on Connected Health: Applications, Systems and Engineering Technologies (CHASE) (View)

Mehak Gupta, Brennan Gallamoza, Nicolas Cutrona, Pranjal Dhakal, Raphael Poulain, and Rahmatollah Beheshti. “An Extensive Data Processing Pipeline for MIMIC-IV”. In Proceedings of the 2nd Machine Learning for Health symposium, volume 193 of Proceedings of Machine Learning Research, pages 311–325. PMLR. 2022 (View)
Raphael Poulain, Mehak Gupta, and Rahmatollah Beheshti. “Few-Shot Learning with Semi-Supervised Transformers for Electronic Health Records.”. Machine Learning for Healthcare Conference, pages 1–21, 2022. (View)

Gupta, M., Poulain, R., T. Phan, T.-L., Bunnell, H. T. and Beheshti, R. “Flexible-window Predictions on Electronic Health Records”. In Proceedings of the AAAI Conference on Artificial Intelligence, 36(11):12510-12516. (IAAI-Track) (View)
Poulain, R., Gupta, M., Foraker, R. and Beheshti, R. “Transformer-based Multi-target Regression on Electronic Health Records for Primordial Prevention of Cardiovascular Disease”. In Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (View)
Gupta, M., T. Phan, T.-L., Bunnell, H. T. and Beheshti, R. “Concurrent Imputation and Prediction on EHR data using Bi-Directional GANs”. In Proceedings of the 12th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics. (View)

Gupta, M. and Aggarwal, R.. “Transforming Relational Database to Graph Database Using Neo4j”, In Proceedings of the Second International Conference on Emerging Research in Computing, Information, Communication and Applications, Bangalore, India.