Publications

Shijie Li, Mengwei Ren, Thomas Ach, Guido Gerig (2024). Microscopy Image Segmentation via Point and Shape Regularized Data Synthesis. In MICCAI DALI.

Shijie Li, Guido Gerig (2024). Self-supervised OCT image denoising with slice-to-slice registration and reconstruction. 2024 IEEE 21st International Symposium on Biomedical Imaging (ISBI).

Guido Gerig, Palaiologos Alexopoulos, Dimitri Szezurek, Anse Vellappally, Shijie Li, James Fishbaugh, Joel S. Schuman, Gadi Wollstein (2023). Novel image analysis for automated quantification of dynamics of 3D lamina cribrosa microstructure under controlled IOP modulation imaged by in-vivo OCT. Investigative Ophthalmology & Visual Science.

Shijie Li, Guido Gerig, Thomas Ach (2023). Improved Counting and Localization From Density Maps for Object Detection in 2D and 3D Microscopy Imaging. 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI).

Shijie Li, Palaiologos Alexopoulos, Anse Vellappally, Joel S Schuman, Gadi Wollstein, Guido Gerig (2023). Denoising of Optical Coherence Tomography Scans via Self-Supervised Deep Learning.. Investigative Ophthalmology & Visual Science.

Anse Vellappally, Guido Gerig, Palaiologos Alexopoulos, Sarah Segal, Ronald Zambrano, Allison Toyos, Shijie Li, TingFang Lee, Jiyuan Hu, Joel S Schuman, Gadi Wollstein (2023). A novel tool for generating gold standard to validate image segmentation. Investigative Ophthalmology & Visual Science.

Shijie Li, Neel Dey, Katharina Bermond, Leon Von Der Emde, Christine A. Curcio, Thomas Ach, Guido Gerig (2021). Point-supervised segmentation of microscopy images and volumes via objectness regularization. 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI).

Neel Dey, Shijie Li, Katharina Bermond, Rainer Heintzmann, Christine A. Curcio, Thomas Ach, Guido Gerig (2019). Multi-modal image fusion for multispectral super-resolution in microscopy. Medical Imaging 2019: Image Processing.

An-Ti Chiang, Qi Chen, Shijie Li, Yao Wang, Mei Fu (2017). Denoising of Joint Tracking Data by Kinect Sensors Using Clustered Gaussian Process Regression. Proceedings of the 2nd International Workshop on Multimedia for Personal Health and Health Care.