# 发表论文
以下为张炯教授及合作者的代表性论文。完整和持续更新的论文列表请见 Google Scholar。
# 2026
SurfGNN: Coupling Surface Learning and Graph Neural Network for 3D Vessel Segmentation
Medical Image Analysis
Generative Data-engine Foundation Model Reveals Idiopathic Epiretinal Membrane Pathogenesis
Medical Image Analysis
# 2025
Neovascularization Segmentation via a Multilateral Interaction-Enhanced Graph Convolutional Network in Optical Coherence Tomography Angiography Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
DSCA: A Dual-Stream Network with Cross-Attention on Whole-Slide Image Patches for Estimating Degree of Microvascular Proliferation
IEEE Transactions on Medical Imaging
RSAPower: Deep Learning-Based Highly Accurate Power Calculation for Implantable Collamer Lenses with Swept-Source Optical Coherence Tomography
IEEE Transactions on Medical Imaging
MR^2-Net: Microglia Region and Boundary Joint Learning Network for Morphological Reconstruction in 3D Optical Microscopy Images
IEEE Journal of Biomedical and Health Informatics
Fine-Grained Reliability Learning for Lesion-Aware Segmentation of 3D OCT Images
IEEE Journal of Biomedical and Health Informatics
# 2024
Self-Guided Adversarial Network for Joint Vessel and Artery-Vein Segmentation on 3D Ultra-Widefield Optical Coherence Tomography Angiography
IEEE Transactions on Instrumentation and Measurement
# 2023
AV-casNet: Fully Automatic Artery-Vein Segmentation and Differentiation in OCT Angiography
IEEE Transactions on Medical Imaging
Association of Retinal Microvascular Abnormalities and MRI-Defined Cerebral Small Vessel Disease in Community-Dwelling Older Adults
Frontiers in Neuroscience
# 2022
Anomaly Segmentation in Retinal Images with Poisson-Blending Data Augmentation
Medical Image Analysis
Sparse-Based Domain Adaptation Network for OCTA Image Super-Resolution Reconstruction
IEEE Journal of Biomedical and Health Informatics
Multi-Scale Pathological Fluid Segmentation in OCT with a Novel Curvature Loss in Convolutional Neural Network
IEEE Transactions on Medical Imaging
# 早期代表作
3D Shape Modeling and Analysis of Retinal Microvasculature in OCT-Angiography Images
IEEE Transactions on Medical Imaging, 2020
Automated Quantification of Three-Dimensional Organization of Fiber-Like Structures in Biological Tissues
IEEE Transactions on Medical Imaging, 2020
Automated Measurements of Three-Dimensional Organization of Capillary-Like Structures and Their Correlations with Visual Functions in Retinal OCT Angiography
Investigative Ophthalmology & Visual Science, 2017