Varghese Alex Kollerathu
Siemens Healthcare (United States)(US)
Publications by Year
Research Areas
Advanced Neural Network Applications, Video Surveillance and Tracking Methods, COVID-19 diagnosis using AI, Advanced X-ray and CT Imaging, Cardiac Valve Diseases and Treatments
Most-Cited Works
- → Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved?(2018)2,134 cited
- → VisDrone-DET2019: The Vision Meets Drone Object Detection in Image Challenge Results(2019)469 cited
- → VisDrone-VID2019: The Vision Meets Drone Object Detection in Video Challenge Results(2019)132 cited
- → Fully convolutional multi-scale residual DenseNets for cardiac segmentation and automated cardiac diagnosis using ensemble of classifiers(2018)19 cited
- → Recurrent Attention Mechanism Networks for Enhanced Classification of Biomedical Images(2019)17 cited
- → Object detection on aerial imagery using CenterNet(2019)10 cited
- Comparative Study on various Losses for Vehicle Re-identification(2019)
- → Real-Time Traffic Counter Using Mobile Devices(2021)5 cited
- → Deep learning for low-dose computed tomography CAD system(2026)
- → Federated and Continual Learning of AI Models from Routine Clinical Data Under Privacy Constraints(2026)