Alternatives and similar repositories for mil:

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

• sebastianffx / stainlib
  Python 3 library for the augmentation & normalization of H&E images
  ☆51Updated 2 years ago
• Path-AI / hif2gene
  Data and code to accompany our Nature publication
  ☆44Updated 2 years ago
• jmg764 / Attention-Based-Deep-Multiple-Instance-Learning
  Constructed attention-based deep multiple instance learning model using PyTorch and trained on 624 whole slide images of digitized H&E-st…
  ☆19Updated 2 years ago
• ozanciga / self-supervised-histopathology
  Pretrained model for self supervised histopathology
  ☆110Updated 2 years ago
• markowetzlab / pathml-tutorial
  A tutorial demonstration of pathml on an example dataset for the manuscript "PathML: A unified framework for WSI analysis with deep learn…
  ☆21Updated 2 years ago
• KostiukIvan / Multiple-instance-learning-with-graph-neural-networks
  Multiple instance learning with graph neural networks.
  ☆30Updated 3 years ago
• DIAGNijmegen / pathology-he-auto-augment
  H&E tailored Randaugment: automatic data augmentation policy selection for H&E-stained histopathology.
  ☆52Updated last year
• YashSharma / C2C
  Implementation of Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification approach.
  ☆60Updated 3 years ago
• histocartography / hact-net
  ☆70Updated 3 years ago
• srinidhiPY / SSL_CR_Histo
  Official code for "Self-Supervised driven Consistency Training for Annotation Efficient Histopathology Image Analysis" Published in Medic…
  ☆62Updated 2 years ago
• stanfordmlgroup / DLBCL-Morph
  DLBCL-Morph dataset containing high resolution tissue microarray scans from 209 DLBCL cases, with geometric features computed using deep …
  ☆36Updated 4 years ago
• jakubmonhart / mil_pytorch
  Multiple instance learning model implemented in pytorch
  ☆38Updated 2 years ago
• SBU-BMI / champkit
  Benchmarking toolkit for patch-based histopathology image classification.
  ☆38Updated last year
• DIAGNijmegen / pathology-streaming-pipeline
  Use streaming to train whole-slides images with single image-level labels, by reducing GPU memory requirements with 99%.
  ☆75Updated 2 years ago
• jlevy44 / WSI-GTFE
  Topological Feature Extraction on Whole Slide Images using Graph Neural Networks.
  ☆22Updated 4 years ago
• HistAI / hibou
  Hibou: Foundational Models for Pathology
  ☆61Updated 2 months ago
• butkej / MIL4Cyto
  Released code for the paper 'End-to-end Multiple Instance Learning for Whole-Slide Cytopathology of Urothelial Carcinoma'
  ☆9Updated 3 years ago
• KatherLab / preProcessing
  ☆43Updated last year
• javadnoorb / HistCNN
  A set of codes to classify H&E slides using deep learning
  ☆28Updated 2 years ago
• PhilipChicco / MICCAI2020mil
  MICCAI2020. "Multiple Instance Learning with Center Embeddings for Histopathology Image Classification"
  ☆37Updated 3 years ago
• wenqi006 / SlideGraph
  ☆52Updated 3 years ago
• luisvalesilva / multisurv
  Multimodal deep learning model for long-term cancer survival prediction
  ☆77Updated 2 years ago
• gagarin37 / deep_learning_pca
  ☆23Updated 4 years ago
• lsheng23 / Practicum
  ☆27Updated 3 years ago
• georg-wolflein / good-features
  Official code for the paper "A Good Feature Extractor Is All You Need for Weakly Supervised Pathology Slide Classification"
  ☆17Updated 5 months ago
• MarvinLer / SparseConvMIL
  Sparse Convolutional Context-Aware Multiple Instance Learning for Whole Slide Image Classification | https://arxiv.org/abs/2105.02726
  ☆26Updated 3 years ago
• lunit-io / benchmark-ssl-pathology
  Official repository of Benchmarking Self-Supervised Learning on Diverse Pathology Datasets
  ☆80Updated last year
• YohnGuan / NAGCN
  ☆26Updated 2 years ago
• mahmoodlab / SISH
  Fast and scalable search of whole-slide images via self-supervised deep learning - Nature Biomedical Engineering
  ☆99Updated last year
• choosehappy / PatchSorter
  A tool for rapidly labeling objects using deep learning feature embedding
  ☆29Updated 5 months ago