Alternatives and similar repositories for AdvMIL

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

• hrlblab / CS-MIL
  ☆56Updated 9 months ago
• liupei101 / DSCA
  [ESWA 2023] Implementation of DSCA: A Dual-stream Network with Cross-attention on Whole-Slide Image Pyramids for Cancer Prognosis
  ☆21Updated last year
• liupei101 / PseMix
  Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification (IEEE TMI 2024)
  ☆67Updated 10 months ago
• wwu98934 / MuRCL
  MuRCL: Multi-instance Reinforcement Contrastive Learning for Whole Slide Image Classification
  ☆27Updated 4 years ago
• aimagelab / mil4wsi
  DAS-MIL: Distilling Across Scales for MILClassification of Histological WSIs
  ☆64Updated last year
• HKU-MedAI / WSI-HGNN
  [CVPR'23] Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning
  ☆93Updated 2 years ago
• bmi-imaginelab / SI-MIL
  SI-MIL
  ☆34Updated last year
• Dootmaan / ICMIL
  Iteratively Coupled Multiple Instance Learning
  ☆24Updated last year
• xhangchen / MRAN
  Multi-Scale Representation Attention based Deep Multiple Instance Learning for Gigapixel Whole Slide Image Analysis
  ☆25Updated 2 years ago
• vqdang / H2T
  ☆38Updated 2 years ago
• zihou98 / PMIL
  Prototypical multiple instance learning for predicting lymph node metastasis of breast cancer from whole-slide pathological images
  ☆31Updated 2 years ago
• mahmoodlab / MADELEINE
  MADELEINE: multi-stain slide representation learning (ECCV'24)
  ☆64Updated 11 months ago
• liupei101 / Pipeline-Processing-TCGA-Slides-for-MIL
  This repo provides the pipeline of processing TCGA whole-slide images for downstream pathology analysis.
  ☆86Updated 10 months ago
• invoker-LL / WSI-finetuning
  This is the official repository for our CVPR 2023 paper 'Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supe…
  ☆88Updated last year
• Cassie07 / PathOmics
  [MICCAI 2023 Oral] The official code of "Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction" (top 9%)
  ☆104Updated last month
• cvlab-stonybrook / local_learning_wsi
  Repository for "Gigapixel Whole-Slide Images Classification using Locally Supervised Learning" (MICCAI 2022)
  ☆28Updated 3 years ago
• lin-lcx / H2-MIL
  ☆29Updated 2 years ago
• histocartography / hact-net
  ☆71Updated 4 years ago
• mahmoodlab / SurvPath
  Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024
  ☆157Updated last year
• HKU-MedAI / HIGT
  [MICCAI'23] HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis
  ☆31Updated last year
• Zhengyushan / kat
  The code for Kernel attention transformer (KAT)
  ☆35Updated last year
• Innse / mSTAR
  The official repo of "A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model"
  ☆41Updated 3 months ago
• yfzon / DT-MIL
  ☆37Updated 4 years ago
• mahmoodlab / Patch-GCN
  Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021
  ☆161Updated last year
• DearCaat / MHIM-MIL
  [ICCV 2023 Oral, IJCV 2025] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification
  ☆91Updated last week
• mahmoodlab / varpool
  Variance pooling to incorporate ITH in CPath models - MICCAI 2022
  ☆26Updated 3 years ago
• YohnGuan / NAGCN
  ☆24Updated 3 years ago
• yiqings / RandStainNA
  RandStainNA: Simple and efficient augmentations for histology [MICCAI 2022]
  ☆56Updated 3 years ago
• dazhangyu123 / ACMIL
  Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification (ECCV2024)
  ☆126Updated 8 months ago
• ZacharyWang-007 / G-HANet
  ☆29Updated last year