Pei Liu

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 11

Top Topics

Multiple Instance

Image Classification

Gradient Boosting

Top Venues

Comput. Methods Programs Biomed.

IEEE Trans. Biomed. Eng.

Medical Image Anal.

Publications

Rui Yang, Pei Liu, Luping Ji
ProDiv: Prototype-driven consistent pseudo-bag division for whole-slide image classification. Comput. Methods Programs Biomed. 249 (2024)
Pei Liu, Luping Ji, Xinyu Zhang, Feng Ye
Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification. IEEE Trans. Medical Imaging 43 (5) (2024)
Pei Liu, Luping Ji
Weakly-Supervised Residual Evidential Learning for Multi-Instance Uncertainty Estimation. CoRR (2024)
Pei Liu, Luping Ji, Feng Ye, Bo Fu
AdvMIL: Adversarial multiple instance learning for the survival analysis on whole-slide images. Medical Image Anal. 91 (2024)
Pei Liu, Luping Ji, Xinyu Zhang, Feng Ye
Pseudo-Bag Mixup Augmentation for Multiple Instance Learning Based Whole Slide Image Classification. CoRR (2023)
Rui Yang, Pei Liu, Luping Ji
ProtoDiv: Prototype-guided Division of Consistent Pseudo-bags for Whole-slide Image Classification. CoRR (2023)
Pei Liu, Bo Fu, Feng Ye, Rui Yang, Luping Ji
DSCA: A dual-stream network with cross-attention on whole-slide image pyramids for cancer prognosis. Expert Syst. Appl. 227 (2023)
Pei Liu, Luping Ji, Feng Ye, Bo Fu
GraphLSurv: A scalable survival prediction network with adaptive and sparse structure learning for histopathological whole-slide images. Comput. Methods Programs Biomed. 231 (2023)
Pei Liu, Bo Fu, Simon X. Yang, Ling Deng, Xiaorong Zhong, Hong Zheng
Optimizing Survival Analysis of XGBoost for Ties to Predict Disease Progression of Breast Cancer. IEEE Trans. Biomed. Eng. 68 (1) (2021)
Bo Fu, Pei Liu, Jie Lin, Ling Deng, Kejia Hu, Hong Zheng
Predicting Invasive Disease-Free Survival for Early Stage Breast Cancer Patients Using Follow-Up Clinical Data. IEEE Trans. Biomed. Eng. 66 (7) (2019)
Pei Liu, Bo Fu, Simon X. Yang
HitBoost: Survival Analysis via a Multi-Output Gradient Boosting Decision Tree Method. IEEE Access 7 (2019)