Alternatives and similar repositories for MIL-Lab

Users that are interested in MIL-Lab are comparing it to the libraries listed below

• mahmoodlab / MMP
  Multimodal prototyping for cancer survival prediction - ICML 2024
  ☆106Updated 10 months ago
• mahmoodlab / Patho-Bench
  Standardized benchmark for computational pathology foundation models.
  ☆121Updated last month
• mahmoodlab / PANTHER
  Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology - CVPR 2024
  ☆145Updated 10 months ago
• mahmoodlab / SurvPath
  Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024
  ☆155Updated last year
• open-pathology / awesome-pathology
  Awesome List of Digital and Computational Pathology Resources
  ☆98Updated 11 months ago
• mahmoodlab / TANGLE
  Transcriptomics-guided Slide Representation Learning in Computational Pathology - CVPR 2024
  ☆113Updated last year
• olgarithmics / ICLR_CAMIL
  ☆29Updated 10 months ago
• Cassie07 / PathOmics
  [MICCAI 2023 Oral] The official code of "Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction" (top 9%)
  ☆102Updated last week
• aimagelab / mil4wsi
  DAS-MIL: Distilling Across Scales for MILClassification of Histological WSIs
  ☆63Updated last year
• Paige-AI / paige-ml-sdk
  This package provides tools for training supervised machine learning models for computational pathology tasks using tile-level embeddings…
  ☆42Updated 7 months ago
• KatherLab / STAMP
  Solid Tumor Associative Modeling in Pathology
  ☆102Updated 3 weeks ago
• liupei101 / Pipeline-Processing-TCGA-Slides-for-MIL
  This repo provides the pipeline of processing TCGA whole-slide images for downstream pathology analysis.
  ☆84Updated 9 months ago
• peng-lab / HistoBistro
  Weakly-supervised learning pipeline for histopathology images. Publications: Biomarker prediction in colorectal cancer (CRC)
  ☆84Updated last year
• PathologyDataScience / HiPS
  Histomic Prognostic Signature (HiPS): A population-level computational histologic signature for invasive breast cancer prognosis
  ☆32Updated last year
• mahmoodlab / Patch-GCN
  Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021
  ☆158Updated last year
• PathologyDataScience / MuTILs_Panoptic
  Amgad M, Salgado R, Cooper LA. A panoptic segmentation approach for tumor-infiltrating lymphocyte assessment: development of the MuTILs m…
  ☆27Updated 4 months ago
• wenqi006 / SlideGraph
  ☆57Updated 3 years ago
• mahmoodlab / TriPath
  Analysis of 3D pathology samples using weakly supervised AI - Cell
  ☆110Updated 11 months ago
• mahmoodlab / MADELEINE
  MADELEINE: multi-stain slide representation learning (ECCV'24)
  ☆64Updated 10 months ago
• mahmoodlab / MI-Zero
  Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images - CVPR 2023
  ☆112Updated 2 years ago
• KatherLab / marugoto
  Tools to build deep learning pipelines.
  ☆112Updated last year
• trislaz / gigassl
  Repository for the Giga-SSL paper
  ☆26Updated last year
• georg-wolflein / pathology-foundation-models
  List of pathology feature extractors and foundation models
  ☆162Updated 6 months ago
• cwlkr / torchvahadane
  Gpu accelerated vahadane stain normalization for Digital Pathology workflows.
  ☆25Updated last year
• clemsgrs / hs2p
  Histopathology Slides Preprocessing Pipeline
  ☆42Updated last week
• DIAGNijmegen / pathology-whole-slide-data
  A package for working with whole-slide data including a fast batch iterator that can be used to train deep learning models.
  ☆107Updated last month
• Biooptics2021 / PathFinder
  ☆57Updated 2 years ago
• histocartography / zoommil
  ZoomMIL is a multiple instance learning (MIL) method that learns to perform multi-level zooming for efficient Whole-Slide Image (WSI) cla…
  ☆68Updated 3 years ago
• zhanglab2021 / CPIA_Dataset
  ☆26Updated last year
• vqdang / H2T
  ☆37Updated 2 years ago