Alternatives and similar repositories for Few-shot-WSI:

Users that are interested in Few-shot-WSI are comparing it to the libraries listed below

• CityU-AIM-Group / MultiModal-learning
  ☆30Updated last year
• YtongXie / UniMiSS-code
  [ECCV2022&TPAMI] Official pytorch implementation of UniMiSS & UniMiSS+
  ☆62Updated 3 months ago
• manuel-tran / s5cl
  S5CL: Unifying Fully-Supervised, Self-Supervised, and Semi-Supervised Learning Through Hierarchical Contrastive Learning
  ☆17Updated 2 years ago
• vios-s / vMFNet
  vMFNet: Compositionality Meets Domain-generalised Segmentation
  ☆15Updated 2 years ago
• wwyi1828 / CluSiam
  Improving Representation Learning for Histopathologic Images with Cluster Constraints
  ☆17Updated last year
• miccaiif / WENO
  Official PyTorch implementation of our NeurIPS 2022 paper: Weakly Supervised Knowledge Distillation for Whole Slide Image Classification
  ☆63Updated last year
• SiyuanYan1 / EPVT-and-Skin-DG-benchamrk
  Domain generalization benchmark for skin lesion recognition, MICCAI 2023
  ☆18Updated last year
• liupei101 / PseMix
  [IEEE TMI 2024] Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification
  ☆51Updated 2 weeks ago
• xmed-lab / OEEM
  MICCAI 2022: Online Easy Example Mining for Weakly-supervised Gland Segmentation from Histology Images
  ☆35Updated 2 years ago
• stegmuel / ScoreNet
  Official implementation of "ScoreNet: Learning Non-Uniform Attention and Augmentation for Transformer-Based Histopathological Image Class…
  ☆12Updated last year
• zhyhan / AD3DMIL
  Attention Based Deep 3D Multiple Instance Learning
  ☆23Updated 4 years ago
• ZeyuGaoAi / Instance_based_Vision_Transformer
  Instance-based Vision Transformer for Subtyping of Papillary Renal Cell Carcinoma in Histopathological Image-MICCAI 2021
  ☆17Updated last year
• neerakara / test-time-adaptable-neural-networks-for-domain-generalization
  Code for the paper "Test-time adaptable neural networks for robust medical image segmentation"
  ☆46Updated 4 years ago
• TencentAILabHealthcare / ConCL
  ☆20Updated 2 years ago
• StarUniversus / gcmae
  PyTorch implementation of GCMAE
  ☆35Updated 7 months ago
• easonyang1996 / CS-CO
  MICCAI2021 Paper: Self-supervised visual representation learning for histopathological images
  ☆27Updated 2 years ago
• StefanoWoerner / medimeta-pytorch
  The medical imaging meta-learning toolbox allows to build models that learn to learn in a setting with diverse tasks. It also provides co…
  ☆39Updated 9 months ago
• warmestwind / RAPNet
  ☆13Updated last year
• Zhengyushan / kat
  The code for Kernel attention transformer (KAT)
  ☆32Updated 8 months ago
• cradleai / LKS-Dataset
  This is the official repo for the Liver Kidney Stomach dataset introduced in the paper: SOS: Selective Objective Switch for Rapid Immunof…
  ☆17Updated 4 years ago
• xmengli / Rotation-oriented-self-supervised
  IEEE TMI 2021
  ☆17Updated 2 years ago
• HKU-MedAI / WSI-HGNN
  [CVPR'23] Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning
  ☆82Updated last year
• YohnGuan / NAGCN
  ☆26Updated 2 years ago
• jlianglab / CAiD
  Official PyTorch Implementation for CAiD: Context-Aware Instance Discrimination for Self-supervised Learning in Medical Imaging - MIDL 20…
  ☆10Updated 2 years ago
• Luchixiang / PCRL
  official pytorch implementation of PCRL
  ☆77Updated 3 years ago
• joanaapa / Foundation-Medical
  ☆19Updated last year
• yfzon / Multi-modal-Multi-instance-Learning
  ☆29Updated 3 years ago
• HKU-MedAI / HIGT
  [MICCAI'23] HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis
  ☆32Updated 5 months ago
• FBLADL / ACPL
  Code for "ACPL: Anti-curriculum Pseudo-labelling for Semi-supervised Medical Image Classification" [CVPR 2022]
  ☆75Updated 2 years ago
• mathilde-b / TTA
  ☆26Updated last year