Shuai Lu
Ph.D. , Position, Beijing Institute of Technology
Beijing 100081, China | website
Email:lushuaie@gmail.com
Publications
- Anomaly Detection for Medical Images using Heterogeneous Auto-Encoder [J]. IEEE Transactions on image processing, Shuai Lu, Weihang Zhang, He Zhao, Hanruo Liu, Ningli Wang. （中科院1区，TOP）
- PKRT-Net: Prior knowledge-based relation transformer network for optic cup and disc segmentation [J], Neurocomputing, Shuai Lu, He Zhao, Hanruo Liu, Huiqi Li, Ningli Wang. （中科院2区，TOP）
- Encoder-Decoder Contrast for Unsupervised Anomaly Detection in Medical Images [J]. IEEE Transactions on Medical Imaging, Jia Guo, Shuai Lu, Lize Jia, Weihang Zhang, Huiqi Li. (中科院1区, TOP)
- PatchCL-AE: Anomaly Detection for Medical Images Using Patch-wise Contrastive Learning-based Auto-encoder [J].Computerized Medical Imaging and Graphics. Shuai Lu, Weihang zhang, Jia Guo, Han ruo Liu,Huiqi Li, Ningli Wang. (中科院2区)
- Mixed Maximum Loss Design for Optic Disc and Optic Cup Segmentation with Deep Learning from Imbalanced Samples, Lu et al ,Sensors. （中科院3区）
- A Novel Adaptive Weighted Loss Design in Adversarial Learning for Retinal Nerve Fiber Layer Defect Segmentation, IEEE Access. Lu et al.（中科院3区）
- REFUGE Challenge: A Unified Framework for Evaluating Automated Methods for Glaucoma Assessment from Fundus Photographs, Medical Image Analysis. (合作作者，中科院1区)
- A hierarchical deep learning approach with transparency and interpretability based on small samples for glaucoma diagnosis, npj Digital Medicine. (合作作者，中科院1区)
conference会议：
- ReContrast: Domain-Specific Anomaly Detection via Contrastive Reconstruction,NeurIPS’23, Jia Guo, Shuai Lu (CCF-A)
- DE-AE: A Dual-Encoder-Based Auto-encoder Framework with Improved Transformer for Anomaly Detection in Medical Imaging, ICIEA2023, Shuai Lu, Weihang Zhang
Patents专利:
- 一种基于无监督异构蒸馏框架的视网膜OCT图像病变分类方法[P]. 陆帅. 北京市：CN116091449A,2023-05-09.
- 一种基于血管特征引导的视盘和视杯分割方法[P]. 陆帅. 北京市：CN115018855A,2022-09-06.
- 基于局部语义对比学习的眼底光学图像异常辅助检测方法[P]. 陆帅
- 一种基于扭结点的轻量级视杯分割方法[P]. 陆帅