Pei Liu (liupei101)

liupei101

Geek Repo

Location:UESTC

Home Page:liupei101.github.io

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Pei Liu's repositories

TFDeepSurv

COX Proportional risk model and survival analysis implemented by tensorflow.

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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.

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AdvMIL

[MedIA 2024] The implementation of AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images

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DSCA

[ESWA 2023] Implementation of DSCA: A Dual-stream Network with Cross-attention on Whole-Slide Image Pyramids for Cancer Prognosis

PseMix

[IEEE TMI 2024] Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification

libsurv

A library of survival model

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Pipeline-Processing-TCGA-Slides-for-MIL

This repo provides an exhaustive pipeline of processing TCGA whole-slide images for downstream multiple instance learning.

GraphLSurv

GraphLSurv: A Scalable Survival Prediction Network with Adaptive and Sparse Structure Learning for Histopathological Whole-Slide Images

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HitBoost

Survival Analysis via a Multi-output Gradient Boosting Decision Tree method

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FP-Tree

FP-Tree实现的频繁模式挖掘

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dockers-jupyter-env

Docker image of Livy + Spark + Anaconda

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My-Blog

个人搭建的一个博客系统 刚刚从coding.net迁过来的

MyCompiler

《编译原理》课程 - 编译器实现

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ShadowsocksManager

manager your server's port!

bat-for-ACM

简单实现对拍功能

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cv-newbie

Papers and courses record in computer vision community (newbie-oriented)

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English-level-up-tips-for-Chinese

可能是让你受益匪浅的英语进阶指南

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EpollServer

A simple Server based Epoll

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HeatMap

Python package which can be used to generate and overlay a heat map on the given image.

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MLIA

Machine Learing In Action

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mtheme

A modern LaTeX Beamer theme

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PLSA

A Python Library of Statistical Analyze for using in my private workflow.

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slides

collections of my slides

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ThesisUESTC

ThesisUESTC-电子科技大学毕业论文模板

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