Mehak Gupta

According to our database, Mehak Gupta authored at least 15 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

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

Fahmida Liza Piya, Mehak Gupta, Rahmatollah Beheshti

CoRR, 2024

2022

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

Mehak Gupta, Thao-Ly T. Phan, H. Timothy Bunnell, Rahmatollah Beheshti

ACM Trans. Comput. Heal., 2022

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

Raphael Poulain, Mehak Gupta, Rahmatollah Beheshti

Proceedings of the Machine Learning for Healthcare Conference, 2022

An Extensive Data Processing Pipeline for MIMIC-IV.

Mehak Gupta, Brennan Gallamoza, Nicolas Cutrona, Pranjal Dhakal, Raphael Poulain, Rahmatollah Beheshti

Proceedings of the Machine Learning for Health, 2022

Analysis of Media Bias in Policy Discourse in India.

Anirban Sen, Debanjan Ghatak, Gurjeet Khanuja, Kumari Rekha, Mehak Gupta, Sanket Dhakate, Kartikeya Sharma, Aaditeshwar Seth

Proceedings of the COMPASS '22: ACM SIGCAS/SIGCHI Conference on Computing and Sustainable Societies, Seattle, WA, USA, 29 June 2022, 2022

Flexible-Window Predictions on Electronic Health Records.

Mehak Gupta, Raphael Poulain, Thao-Ly T. Phan, H. Timothy Bunnell, Rahmatollah Beheshti

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

2021

Exploring the Scope of Using News Articles to Understand Development Patterns of Districts in India.

Mehak Gupta, Shayan Saifi, Konark Verma, Kumari Rekha, Aaditeshwar Seth

CoRR, 2021

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

Raphael Poulain, Mehak Gupta, Randi E. Foraker, Rahmatollah Beheshti

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.

Mehak Gupta, Thao-Ly T. Phan, H. Timothy Bunnell, Rahmatollah Beheshti

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

2020

AMZ Driverless: The full autonomous racing system.

Juraj Kabzan, Miguel de la Iglesia Valls, Victor J. F. Reijgwart, Hubertus Franciscus Cornelis Hendrikx, Claas Ehmke, Manish Prajapat, Andreas Bühler, Nikhil Bharadwaj Gosala, Mehak Gupta, Ramya Sivanesan, Ankit Dhall, Eugenio Chisari, Napat Karnchanachari, Sonja Brits, Manuel Dangel, Inkyu Sa, Renaud Dubé, Abel Gawel, Mark Pfeiffer, Alexander Liniger, John Lygeros, Roland Siegwart

J. Field Robotics, 2020

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

Mehak Gupta, Rahmatollah Beheshti

CoRR, 2020

Generalized Iris Presentation Attack Detection Algorithm under Cross-Database Settings.

Mehak Gupta, Vishal Singh, Akshay Agarwal, Mayank Vatsa, Richa Singh

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

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

Mehak Gupta, Thao-Ly T. Phan, George Datto, H. Timothy Bunnell, Rahmatollah Beheshti

CoRR, 2019

Redundant Perception and State Estimation for Reliable Autonomous Racing.

Nikhil Bharadwaj Gosala, Andreas Bühler, Manish Prajapat, Claas Ehmke, Mehak Gupta, Ramya Sivanesan, Abel Gawel, Mark Pfeiffer, Mathias Bürki, Inkyu Sa, Renaud Dubé, Roland Siegwart

Proceedings of the International Conference on Robotics and Automation, 2019

Studying the discourse on economic policies in India using mass media, social media, and the parliamentary question hour data.

Anirban Sen, Debanjan Ghatak, Kapil Kumar, Gurjeet Khanuja, Deepak Bansal, Mehak Gupta, Kumari Rekha, Saloni Bhogale, Priyamvada Trivedi, Aaditeshwar Seth

Proceedings of the Conference on Computing & Sustainable Societies, 2019