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ORCIDMehak Gupta 0001
Person information
- affiliation: Southern Methodist University (SMU), Lyle School of Engineering, University Park, TX, USA
- affiliation (PhD): University of Delaware, Newark, DE, USA
Other persons with the same name
- Mehak Gupta — disambiguation page
- Mehak Gupta 0002
![[0000-0002-7460-6019]](https://dblp.org/img/orcid-mark.12x12.png "0000-0002-7460-6019")
— Apple, Cupertino, Ca, USA (and 1 more)
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2020 – today
- 2026
[i9]Farzana Islam Adiba, Varsha Danduri, Fahmida Liza Piya, Ali Abbasi, Mehak Gupta, Rahmatollah Beheshti:
A Multimodal Data Processing Pipeline for MIMIC-IV Dataset. CoRR abs/2601.11606 (2026)- 2025
- [i8]Nikkie Hooman, Zhongjie Wu, Eric C. Larson, Mehak Gupta:
Equitable Electronic Health Record Prediction with FAME: Fairness-Aware Multimodal Embedding. CoRR abs/2506.13104 (2025) - [i7]Rasiq Hussain, Jerry Ma, Rithik Khandelwal, Joshua R. Oltmanns, Mehak Gupta:
Personality Prediction from Life Stories using Language Models. CoRR abs/2506.19258 (2025) - [i6]Tong Li, Rasiq Hussain, Mehak Gupta, Joshua R. Oltmanns:
"Mirror" Language AI Models of Depression are Criterion-Contaminated. CoRR abs/2508.05830 (2025) - 2024
- [c7]Fahmida Liza Piya, Mehak Gupta, Rahmatollah Beheshti:
HealthGAT: Node Classifications in Electronic Health Records using Graph Attention Networks. CHASE 2024: 132-141 - [c6]Hamed Fayyaz, Mehak Gupta, Alejandra Perez Ramirez, Claudine Jurkovitz, H. Timothy Bunnell, Thao-Ly T. Phan, Rahmatollah Beheshti:
An Interoperable Machine Learning Pipeline for Pediatric Obesity Risk Estimation. ML4H@NeurIPS 2024: 308-324 - [i5]Fahmida Liza Piya, Mehak Gupta, Rahmatollah Beheshti:
HealthGAT: Node Classifications in Electronic Health Records using Graph Attention Networks. CoRR abs/2403.18128 (2024) - [i4]Hamed Fayyaz, Mehak Gupta, Alejandra Perez Ramirez, Claudine Jurkovitz, H. Timothy Bunnell, Thao-Ly T. Phan, Rahmatollah Beheshti:
An Interoperable Machine Learning Pipeline for Pediatric Obesity Risk Estimation. CoRR abs/2412.10454 (2024) - 2022
- [j1]Mehak Gupta, Thao-Ly T. Phan, H. Timothy Bunnell, Rahmatollah Beheshti:
Obesity Prediction with EHR Data: A Deep Learning Approach with Interpretable Elements. ACM Trans. Comput. Heal. 3(3): 32:1-32:19 (2022) - [c5]Mehak Gupta, Raphael Poulain, Thao-Ly T. Phan, H. Timothy Bunnell, Rahmatollah Beheshti:
Flexible-Window Predictions on Electronic Health Records. AAAI 2022: 12510-12516 - [c4]Mehak Gupta, Brennan Gallamoza, Nicolas Cutrona, Pranjal Dhakal, Raphael Poulain, Rahmatollah Beheshti:
An Extensive Data Processing Pipeline for MIMIC-IV. ML4H@NeurIPS 2022: 311-325 - [c3]Raphael Poulain, Mehak Gupta, Rahmatollah Beheshti:
Few-Shot Learning with Semi-Supervised Transformers for Electronic Health Records. MLHC 2022: 853-873 - [i3]Mehak Gupta, Brennan Gallamoza, Nicolas Cutrona, Pranjal Dhakal, Raphael Poulain, Rahmatollah Beheshti:
An Extensive Data Processing Pipeline for MIMIC-IV. CoRR abs/2204.13841 (2022) - 2021
- [c2]Mehak Gupta, Thao-Ly T. Phan, H. Timothy Bunnell, Rahmatollah Beheshti:
Concurrent imputation and prediction on EHR data using bi-directional GANs: Bi-GANs for EHR imputation and prediction. BCB 2021: 7:1-7:9 - [c1]Raphael Poulain, Mehak Gupta, Randi E. Foraker, Rahmatollah Beheshti:
Transformer-based Multi-target Regression on Electronic Health Records for Primordial Prevention of Cardiovascular Disease. BIBM 2021: 726-731 - 2020
- [i2]Mehak Gupta, Rahmatollah Beheshti:
Time-series Imputation and Prediction with Bi-Directional Generative Adversarial Networks. CoRR abs/2009.08900 (2020)
2010 – 2019
- 2019
- [i1]Mehak Gupta, Thao-Ly T. Phan, George Datto, H. Timothy Bunnell, Rahmatollah Beheshti:
Obesity Prediction with EHR Data: A deep learning approach with interpretability. CoRR abs/1912.02655 (2019)
Coauthor Index
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