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ORCIDMehak Gupta
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2020 – today
- 2024
[c10]Fahmida Liza Piya, Mehak Gupta, Rahmatollah Beheshti:
HealthGAT: Node Classifications in Electronic Health Records using Graph Attention Networks. CHASE 2024: 132-141- [i8]Fahmida Liza Piya, Mehak Gupta, Rahmatollah Beheshti
:
HealthGAT: Node Classifications in Electronic Health Records using Graph Attention Networks. CoRR abs/2403.18128 (2024) - 2022
- [j2]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) - [c9]Mehak Gupta, Raphael Poulain, Thao-Ly T. Phan, H. Timothy Bunnell, Rahmatollah Beheshti:
Flexible-Window Predictions on Electronic Health Records. AAAI 2022: 12510-12516 - [c8]Anirban Sen, Debanjan Ghatak, Gurjeet Khanuja, Kumari Rekha, Mehak Gupta, Sanket Dhakate, Kartikeya Sharma, Aaditeshwar Seth:
Analysis of Media Bias in Policy Discourse in India. COMPASS 2022: 57-77 - [c7]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 - [c6]Raphael Poulain, Mehak Gupta, Rahmatollah Beheshti:
Few-Shot Learning with Semi-Supervised Transformers for Electronic Health Records. MLHC 2022: 853-873 - [i7]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
- [c5]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 - [c4]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 - [i6]Mehak Gupta, Shayan Saifi, Konark Verma, Kumari Rekha, Aaditeshwar Seth:
Exploring the Scope of Using News Articles to Understand Development Patterns of Districts in India. CoRR abs/2107.02765 (2021) - 2020
- [j1]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:
AMZ Driverless: The full autonomous racing system. J. Field Robotics 37(7): 1267-1294 (2020) - [c3]Mehak Gupta, Vishal Singh, Akshay Agarwal, Mayank Vatsa, Richa Singh:
Generalized Iris Presentation Attack Detection Algorithm under Cross-Database Settings. ICPR 2020: 5318-5325 - [i5]Mehak Gupta, Rahmatollah Beheshti:
Time-series Imputation and Prediction with Bi-Directional Generative Adversarial Networks. CoRR abs/2009.08900 (2020) - [i4]Mehak Gupta, Vishal Singh, Akshay Agarwal, Mayank Vatsa, Richa Singh:
Generalized Iris Presentation Attack Detection Algorithm under Cross-Database Settings. CoRR abs/2010.13244 (2020)
2010 – 2019
- 2019
- [c2]Anirban Sen, Debanjan Ghatak, Kapil Kumar, Gurjeet Khanuja, Deepak Bansal, Mehak Gupta, Kumari Rekha, Saloni Bhogale, Priyamvada Trivedi, Aaditeshwar Seth:
Studying the discourse on economic policies in India using mass media, social media, and the parliamentary question hour data. COMPASS 2019: 234-247 - [c1]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:
Redundant Perception and State Estimation for Reliable Autonomous Racing. ICRA 2019: 6561-6567 - [i3]Juraj Kabzan, Miguel de la Iglesia Valls, Victor 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:
AMZ Driverless: The Full Autonomous Racing System. CoRR abs/1905.05150 (2019) - [i2]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) - 2018
- [i1]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:
Redundant Perception and State Estimation for Reliable Autonomous Racing. CoRR abs/1809.10099 (2018)
Coauthor Index
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