Mehak Gupta

Orcid: 0000-0001-8036-2025

According to our database1, Mehak Gupta authored at least 15 papers between 2019 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
HealthGAT: Node Classifications in Electronic Health Records using Graph Attention Networks.
Proceedings of the IEEE/ACM Conference on Connected Health: Applications, 2024

2022
Obesity Prediction with EHR Data: A Deep Learning Approach with Interpretable Elements.
ACM Trans. Comput. Heal., 2022

Few-Shot Learning with Semi-Supervised Transformers for Electronic Health Records.
Proceedings of the Machine Learning for Healthcare Conference, 2022

An Extensive Data Processing Pipeline for MIMIC-IV.
Proceedings of the Machine Learning for Health, 2022

Analysis of Media Bias in Policy Discourse in India.
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.
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.
CoRR, 2021

Transformer-based Multi-target Regression on Electronic Health Records for Primordial Prevention of Cardiovascular Disease.
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.
Proceedings of the BCB '21: 12th ACM International Conference on Bioinformatics, 2021

2020
AMZ Driverless: The full autonomous racing system.
J. Field Robotics, 2020

Time-series Imputation and Prediction with Bi-Directional Generative Adversarial Networks.
CoRR, 2020

Generalized Iris Presentation Attack Detection Algorithm under Cross-Database Settings.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019
Obesity Prediction with EHR Data: A deep learning approach with interpretability.
CoRR, 2019

Redundant Perception and State Estimation for Reliable Autonomous Racing.
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.
Proceedings of the Conference on Computing & Sustainable Societies, 2019


  Loading...