Alternatives and similar repositories for CausalMIL

Users that are interested in CausalMIL are comparing it to the libraries listed below

• zylbuaa / PIBD
  [ICLR 2024]Implementation of "Prototypical Information Bottlenecking and Disentangling for Multimodal Cancer Survival Prediction"
  ☆77Updated last year
• zzachw / MUSE
  ICLR'24 | Multimodal Patient Representation Learning with Missing Modalities and Labels
  ☆43Updated 7 months ago
• liupei101 / MIREL
  Weakly-Supervised Residual Evidential Learning for Multi-Instance Uncertainty Estimation (ICML 2024)
  ☆14Updated last year
• ralphc1212 / bayes-mil
  Code of "Bayes-MIL: A New Probabilistic Perspective on Attention-based Multiple Instance Learning for Whole Slide Images" - ICLR 2023
  ☆21Updated last year
• paulhager / MMCL-Tabular-Imaging
  ☆123Updated 10 months ago
• shi-ang / SurvivalEVAL
  The most comprehensive Python package for evaluating survival analysis models.
  ☆42Updated this week
• xmed-lab / UCVME
  AAAI 2023: Semi-Supervised Deep Regression with Uncertainty Consistency and Variational Model Ensembling via Bayesian Neural Networks
  ☆31Updated 2 years ago
• shi-ang / SurvivalAnalysisPapers
  A list of papers/resources in Survival Analysis that I have read or would like to read.
  ☆68Updated 3 months ago
• Kangningthu / ItS2CLR
  Multiple Instance Learning via Iterative Self-Paced Supervised Contrastive Learning (CVPR 2023)
  ☆46Updated 2 years ago
• xinyuewangg / DGCMM
  ☆14Updated 4 years ago
• lin-lcx / HGCN
  ☆57Updated 2 years ago
• siyi-wind / TIP
  [ECCV 2024] TIP: Tabular-Image Pre-training for Multimodal Classification with Incomplete Data (an official implementation)
  ☆76Updated 6 months ago
• ys-zong / MEDFAIR
  [ICLR 2023 spotlight] MEDFAIR: Benchmarking Fairness for Medical Imaging
  ☆69Updated 2 years ago
• dorothy-yao / drfuse
  DrFuse: Learning Disentangled Representation for Clinical Multi-Modal Fusion with Missing Modality and Modal Inconsistency (AAAI24)
  ☆57Updated last year
• yfzon / Multi-modal-Multi-instance-Learning
  ☆27Updated 4 years ago
• levyisthebest / ECHOPulse_Prelease
  The Pre-lease github repository of ECHOPULSE: ECG CONTROLLED ECHOCARDIO- GRAMS VIDEO GENERATION
  ☆35Updated 8 months ago
• cuicathy / MMD_SurvivalPrediction
  Code and data for MICCAI 2022 accepted paper: Survival Prediction of Brain Cancer with Incomplete Radiology, Pathology, Genomics, and Dem…
  ☆19Updated last year
• tmegl / tmegl-v1
  ☆15Updated last year
• shihux / sa_transformer
  Code for "Transformer-Based Deep Survival Analysis"
  ☆13Updated 3 years ago
• tangw-seu / MIPLMA
  ☆14Updated last year
• choczhang / M3Care
  ☆27Updated 3 years ago
• FT-ZHOU-ZZZ / iMD4GC
  Incomplete Multimodal Data Integration to Advance Precise Treatment Response Prediction and Survival Analysis for Gastric Cancer
  ☆19Updated last year
• CompML / survey-distribution-shift
  Survey for Distribution Shift
  ☆19Updated 4 years ago
• SiyuanYan1 / EPVT-and-Skin-DG-benchamrk
  Domain generalization benchmark for skin lesion recognition, MICCAI 2023
  ☆20Updated last year
• vkola-lab / tmi2024
  Graph attention-based fusion of pathology images and gene expression for prediction of cancer survival
  ☆13Updated 10 months ago
• Hanminghao / MSCPT
  The official pytorch implementation for MSCPT (IEEE TMI 2025)
  ☆30Updated 3 months ago
• xsshi2015 / Loss-Attention
  ☆29Updated 5 years ago
• Wangrui-berry / Cross-attention
  Cross-Attention Guided Loss-Based Deep Dual-Branch Fusion Network for Liver Tumor Classification
  ☆13Updated last year
• WeijiaZhang24 / DCSurvival
  ☆10Updated last year
• KarryRen / UML
  【MICCAI 2023】"Uncertainty-Informed Mutual Learning for Joint Medical Image Classification and Segmentation".
  ☆30Updated last year