[ICML 2024] The official implementation of MIREL (Weakly-Supervised Residual Evidential Learning for Multi-Instance Uncertainty Estimation).

AEM: Attention Entropy Maximization for Multiple Instance Learning based Whole Slide Image Classification

The official repository of UniHGKR: Unified Instruction-aware Heterogeneous Knowledge Retrievers

Neural network model for competing risks - Implementation of Neural Fine Gray

Generative Archimedean Copulas

Inference and Sampling for Archimax Copulas

Code for training non-parametric copula networks

We organize papers related to causal that published on top conferences recently. (因果领域论文分类汇总)

A list of papers/resources in Survival Analysis that I have read or would like to read.

A systematic survey of multi-modal and multi-task visual understanding foundation models for driving scenarios

DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image

Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021

This repo provides the pipeline of processing TCGA whole-slide images for downstream pathology analysis.

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

SuMo-net

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

Papers & Works for large languange models (OpenAI GPT-4, Meta Llama, etc.).

TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification

Open source tools for computational pathology - Nature BME

整合一份使用使用Linux 以及 conda环境等做深度学习 常使用到的指令

https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1

botzone的snake