Search Results for author:
Found 8 papers, 4 papers with code
HealthGAT: Node Classifications in Electronic Health Records using Graph Attention Networks
While electronic health records (EHRs) are widely used across various applications in healthcare, most applications use the EHRs in their raw (tabular) format.
An Extensive Data Processing Pipeline for MIMIC-IV
An increasing amount of research is being devoted to applying machine learning methods to electronic health record (EHR) data for various clinical purposes.
Exploring the Scope of Using News Articles to Understand Development Patterns of Districts in India
Understanding what factors bring about socio-economic development may often suffer from the streetlight effect, of analyzing the effect of only those variables that have been measured and are therefore available for analysis.
Generalized Iris Presentation Attack Detection Algorithm under Cross-Database Settings
Presentation attacks are posing major challenges to most of the biometric modalities.
Time-series Imputation and Prediction with Bi-Directional Generative Adversarial Networks
Multivariate time-series data are used in many classification and regression predictive tasks, and recurrent models have been widely used for such tasks.
Obesity Prediction with EHR Data: A deep learning approach with interpretable elements
Childhood obesity is a major public health challenge.
AMZ Driverless: The Full Autonomous Racing System
This paper presents the algorithms and system architecture of an autonomous racecar.
Robotics
Redundant Perception and State Estimation for Reliable Autonomous Racing
In autonomous racing, vehicles operate close to the limits of handling and a sensor failure can have critical consequences.
