Pinned Repositories
AdvMIL
[MedIA 2024] The implementation of AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images
DSCA
[ESWA 2023] Implementation of DSCA: A Dual-stream Network with Cross-attention on Whole-Slide Image Pyramids for Cancer Prognosis
GraphLSurv
GraphLSurv: A Scalable Survival Prediction Network with Adaptive and Sparse Structure Learning for Histopathological Whole-Slide Images
HitBoost
Survival Analysis via a Multi-output Gradient Boosting Decision Tree method
libsurv
A library of survival model
MIREL
[ICML 2024] The official implementation of MIREL (Weakly-Supervised Residual Evidential Learning for Multi-Instance Uncertainty Estimation).
Pipeline-Processing-TCGA-Slides-for-MIL
This repo provides an exhaustive pipeline of processing TCGA whole-slide images for downstream multiple instance learning.
PseMix
[IEEE TMI 2024] Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification
TFDeepSurv
COX Proportional risk model and survival analysis implemented by tensorflow.
Tutorial-Machine-Learning-Based-Survival-Analysis
This repository is a tutorial about survival analysis based on advanced machine learning methods including Random Forest, Gradient Boosting Tree and XGBoost. All of them are implemented in R.
liupei101's Repositories
liupei101/TFDeepSurv
COX Proportional risk model and survival analysis implemented by tensorflow.
liupei101/Tutorial-Machine-Learning-Based-Survival-Analysis
This repository is a tutorial about survival analysis based on advanced machine learning methods including Random Forest, Gradient Boosting Tree and XGBoost. All of them are implemented in R.
liupei101/AdvMIL
[MedIA 2024] The implementation of AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images
liupei101/Pipeline-Processing-TCGA-Slides-for-MIL
This repo provides an exhaustive pipeline of processing TCGA whole-slide images for downstream multiple instance learning.
liupei101/PseMix
[IEEE TMI 2024] Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification
liupei101/DSCA
[ESWA 2023] Implementation of DSCA: A Dual-stream Network with Cross-attention on Whole-Slide Image Pyramids for Cancer Prognosis
liupei101/libsurv
A library of survival model
liupei101/GraphLSurv
GraphLSurv: A Scalable Survival Prediction Network with Adaptive and Sparse Structure Learning for Histopathological Whole-Slide Images
liupei101/HitBoost
Survival Analysis via a Multi-output Gradient Boosting Decision Tree method
liupei101/FP-Tree
FP-Tree实现的频繁模式挖掘
liupei101/dockers-jupyter-env
Docker image of Livy + Spark + Anaconda
liupei101/MIREL
[ICML 2024] The official implementation of MIREL (Weakly-Supervised Residual Evidential Learning for Multi-Instance Uncertainty Estimation).
liupei101/My-Blog
个人搭建的一个博客系统 刚刚从coding.net迁过来的
liupei101/MyCompiler
《编译原理》课程 - 编译器实现
liupei101/ShadowsocksManager
manager your server's port!
liupei101/bat-for-ACM
简单实现对拍功能
liupei101/computer-architecture-lab
mips cpu design
liupei101/cv-newbie
Papers and courses record in computer vision community (newbie-oriented)
liupei101/English-level-up-tips-for-Chinese
可能是让你受益匪浅的英语进阶指南
liupei101/EpollServer
A simple Server based Epoll
liupei101/HeatMap
Python package which can be used to generate and overlay a heat map on the given image.
liupei101/liupei101.github.io
liupei101/MLIA
Machine Learing In Action
liupei101/mtheme
A modern LaTeX Beamer theme
liupei101/PLSA
A Python Library of Statistical Analyze for using in my private workflow.
liupei101/slides
collections of my slides
liupei101/ThesisUESTC
ThesisUESTC-电子科技大学毕业论文模板