Research

Selected publications · 2018–2023.

Continuous Risk Estimation of Acute Kidney Failure with Dense Temporal Data for ICU Patients

2023
2023 International Conference of the IEEE Engineering in Medicine and Biology Society

Kai Wu, Ee Heng Chen, Xing Hao, Felix Wirth, Keti Vitanova, Rüdiger Lange, Darius Burschka

Accepted

Risk Estimation for ICU Patients with Personalized Anomaly-Encoded Bedside Patient Data

2023
2023 International Conference of the IEEE Engineering in Medicine and Biology Society

Kai Wu, Ee Heng Chen, Xing Hao, Felix Wirth, Keti Vitanova, Rüdiger Lange, Darius Burschka

Accepted

Adaptable Action-Aware Vital Models for Personalized Intelligent Patient Monitoring

2022
2022 IEEE International Conference on Robotics and Automation (ICRA)

Kai Wu, Ee Heng Chen, Xing Hao, Felix Wirth, Keti Vitanova, Rüdiger Lange, Darius Burschka

Direct Image Based Traffic Junction Crossing System for Autonomous Vehicles

2021
2021 24th IEEE International Conference on Intelligent Transportation (ITSC), pp. 334–340

Ee Heng Chen, Joeran Zeisler, Darius Burschka

Investigating Binary Neural Networks for Traffic Sign Detection and Recognition

2021
2021 32nd IEEE Intelligent Vehicles Symposium (IV), pp. 1400–1405

Ee Heng Chen, Manoj Vemparala, Nael Fasfous, Alexander Frickenstein, Ahmed Mzid, Naveen Shankar Nagaraja, Joeran Zeisler, Walter Stechele

Estimating Dense Optical Flow of Objects for Autonomous Vehicles

2021
2021 32nd IEEE Intelligent Vehicles Symposium (IV), pp. 1393–1399

Ee Heng Chen, Jöran Zeisler, Darius Burschka

Pixelwise Traffic Junction Segmentation for Urban Scene Understanding

2020
2020 IEEE 23rd International Conference on Intelligent Transportation Systems (ITSC), pp. 1–8

Ee Heng Chen, Hanbo Hu, Jöran Zeisler, Darius Burschka

Investigating Low Level Features in CNN for Traffic Sign Detection and Recognition

2019
2019 IEEE Intelligent Transportation Systems Conference (ITSC), pp. 325–332

Ee Heng Chen, Philipp Röthig, Jöran Zeisler, Darius Burschka

Object-Centric Approach to Prediction and Labeling of Manipulation Tasks

2018
2018 IEEE International Conference on Robotics and Automation (ICRA), pp. 6931–6938

Ee Heng Chen, Darius Burschka