Research output per year
Research output per year
Personal profile
Research interests
Medical image processing, Image Segmentation, Deep Learning, Meshless Computational Fluids Dynamics, Smoothed Particle Hydrodynamics, Physics-Informed Neural Networks
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Collaborations and top research areas from the last five years
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Video-TransUNet: Temporally Blended Vision Transformer for CT VFSS Instance Segmentation
Zeng, C., Yang, X., Mirmehdi, M., Gambaruto, A. M. & Burghardt, T., 7 Jun 2023, Fifteenth International Conference on Machine Vision (ICMV 2022). Osten, W., Nikolaev, D. & Zhou, J. (eds.). Society of Photo-Optical Instrumentation Engineers (SPIE), 10 p. 127010D. (Proceedings of SPIE; vol. 12701).Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)
Open AccessFile3 Citations (Scopus)30 Downloads (Pure) -
Video-SwinUNet: Spatio-temporal Deep Learning Framework for VFSS Instance Segmentation
Zeng, C., Yang, X., Smithard, D., Mirmehdi, M., Gambaruto, A. M. & Burghardt, T., 11 Sept 2023, 2023 IEEE International Conference on Image Processing (ICIP). p. 2470-2474 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)
Open AccessFile53 Downloads (Pure) -
RBF-PINN: Non-Fourier Positional Embedding in Physics-Informed Neural Networks
Zeng, C., Burghardt, T. & Gambaruto, A. M., 3 Mar 2024, (E-pub ahead of print) ICLR 2024: The Twelfth International Conference on Learning Representations. 22 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)
Open AccessFile27 Downloads (Pure)