Alternatives and similar repositories for HMIL:

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

• Dootmaan / ICMIL
  Iteratively Coupled Multiple Instance Learning
  ☆20Updated 5 months ago
• bmi-imaginelab / SI-MIL
  SI-MIL
  ☆26Updated 4 months ago
• invoker-LL / Long-MIL
  LongMIL for WSI analysis with extrapolation positional embedding
  ☆12Updated 4 months ago
• liupei101 / PseMix
  [IEEE TMI 2024] Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification
  ☆58Updated last month
• titizheng / PAMIL
  Implementation of "Dynamic Policy-Driven Adaptive Multi-Instance Learning for Whole Slide Image Classification", (CVPR 2024 Highlight).
  ☆17Updated 2 months ago
• HKU-MedAI / ConcepPath
  [npj Digital Medicine'24] Aligning Knowledge Concepts to Whole Slide Images for Precise Histopathology Image Analysis
  ☆25Updated 3 months ago
• BearCleverProud / HAG-MIL
  Repository for Hierarchical Attention-Guided Multiple Instance Learning
  ☆23Updated last year
• HKU-MedAI / HIGT
  [MICCAI'23] HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis
  ☆33Updated 7 months ago
• wwu98934 / MuRCL
  MuRCL: Multi-instance Reinforcement Contrastive Learning for Whole Slide Image Classification
  ☆25Updated 3 years ago
• PhilipChicco / FRMIL
  ☆17Updated 2 years ago
• DearCaat / MHIM-MIL
  [ICCV 2023 Oral] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification
  ☆80Updated last month
• MICS-Lab / s4_digital_pathology
  ☆21Updated 9 months ago
• Innse / mSTAR
  ☆19Updated last month
• liupei101 / VLSA
  [ICLR 2025] Interpretable Vision-Language Survival Analysis with Ordinal Inductive Bias for Computational Pathology
  ☆36Updated 2 months ago
• ls1rius / WSI_FiVE
  Generalizable Whole Slide Image Classification with Fine-Grained Visual-Semantic Interaction
  ☆32Updated 10 months ago
• dddavid4real / HistGen
  [MICCAI 2024] Official Repo of "HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-modal Context Inter…
  ☆63Updated 4 months ago
• birkhoffkiki / GPFM
  The official implementation of GPFM
  ☆55Updated 3 weeks 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
• zihou98 / BCL
  A bayesian collaborative learning framework for whole-slide image classification
  ☆25Updated last year
• FT-ZHOU-ZZZ / CMTA
  Here is the official implementation of the paper "Cross-Modal Translation and Alignment for Survival Analysis"
  ☆56Updated last year
• cpystan / WSI-VQA
  [ECCV 2024] Official Implementation of 《WSI-VQA: Interpreting Whole Slide Image by Generative Question Answering》
  ☆39Updated 4 months ago
• hrlblab / CS-MIL
  ☆50Updated 3 weeks ago
• AtlasAnalyticsLab / Vim4Path
  [CVPR 2024] Self-Supervised Vision Mamba for Histopathology Images
  ☆54Updated 9 months ago
• TencentAILabHealthcare / IIB-MIL
  ☆9Updated last year
• Baeksweety / superpixel_transformer
  ☆13Updated last year
• yfzon / DT-MIL
  ☆38Updated 3 years ago
• liupei101 / AdvMIL
  [MedIA 2024] The implementation of AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images
  ☆35Updated last year
• YuZhang-SMU / Cancer-Prognosis-Analysis
  The ‘Cancer-Prognosis-Analysis’ aims to provide prognosis-related codes for further studies. ALL of them are used just for research, but …
  ☆12Updated 9 months ago
• isyangshu / MambaMIL
  [MICCAI 2024] Official Code for "MambaMIL: Enhancing Long Sequence Modeling with Sequence Reordering in Computational Pathology"
  ☆87Updated last week
• HongLiuuuuu / WSI-SAM
  WSI-SAM
  ☆19Updated 7 months ago