Synopsis of recent research by authors named "Peijie Qiu"
- Peijie Qiu's recent research focuses on enhancing image analysis techniques, particularly in the context of medical imaging, using advanced neural network frameworks and optimal transport theory.
- The author has introduced novel approaches such as TetCNN, a graph CNN framework for tetrahedral meshes, which aims to improve interpretation and analysis in volumetric data, particularly in brain image studies.
- Additionally, Qiu has developed effective methods for improving the quality of low-quality retinal images, utilizing unsupervised learning for accurate clinical diagnosis, and facilitating the classification and segmentation of diabetic retinopathy lesions from image-level labels.
