uta-smile / DeepAttnMISL

Related projects ⓘ

Alternatives and complementary repositories for DeepAttnMISL

• mahmoodlab / Patch-GCN
  Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021
  ☆125Updated 5 months ago
• vqdang / H2T
  ☆36Updated last year
• hrzhang1123 / DTFD-MIL
  ☆135Updated 11 months ago
• 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
• PhilipChicco / MICCAI2020mil
  MICCAI2020. "Multiple Instance Learning with Center Embeddings for Histopathology Image Classification"
  ☆37Updated 3 years ago
• Xiyue-Wang / RetCCL
  ☆96Updated 11 months ago
• TissueImageAnalytics / cerberus
  One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and Classification
  ☆72Updated 8 months ago
• histocartography / hact-net
  ☆70Updated 3 years ago
• xhangchen / MRAN
  Multi-Scale Representation Attention based Deep Multiple Instance Learning for Gigapixel Whole Slide Image Analysis
  ☆25Updated last year
• BohriumKwong / using-weakly-supervised-deep-learning-on-whole-slide-images
  base on MIL method
  ☆13Updated 3 months ago
• wenqi006 / SlideGraph
  ☆49Updated 2 years ago
• yfzon / DT-MIL
  ☆32Updated 3 years ago
• MarvinLer / tcga_segmentation
  Whole Slide Image segmentation with weakly supervised multiple instance learning on TCGA | MICCAI2020 https://arxiv.org/abs/2004.05024
  ☆124Updated 3 years ago
• WonderLandxD / opensdpc
  Python library for processing whole slide images (WSIs) in sdpc format
  ☆44Updated last month
• 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…
  ☆74Updated 6 months ago
• KatherLab / HIA
  Histopathology Image Analysis
  ☆90Updated last year
• mahmoodlab / MCAT
  Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images - ICCV 2021
  ☆165Updated 2 years ago
• HHHedo / IBMIL
  CVPR 2023 Highlight
  ☆76Updated 7 months ago
• simongraham / hovernet_inference
  HoVer-Net inference code for simultaneous nuclear segmentation and classification
  ☆67Updated last year
• Biooptics2021 / PathFinder
  ☆45Updated last year
• histocartography / zoommil
  ZoomMIL is a multiple instance learning (MIL) method that learns to perform multi-level zooming for efficient Whole-Slide Image (WSI) cla…
  ☆62Updated 2 years ago
• lucasrla / wsi-preprocessing
  Simple library for preprocessing histopathological whole-slide images (WSI) into tiles (a.k.a. patches) towards deep learning
  ☆48Updated last year
• wanghao14 / Stain_Normalization
  Some stain normalization code
  ☆85Updated 2 years ago
• onermustafaumit / mil_pooling_filters
  This repository is the official implementation of "Distribution based MIL pooling filters: experiments on a lymph node metastases dataset…
  ☆9Updated 11 months ago
• smujiang / WSITools
  Tools for whole slide image (WSI) processing. Especially for (pairwise) patch extraction, annotation parsing and data preparation for dee…
  ☆42Updated this week
• ChuHan89 / WSSS-Tissue
  ☆54Updated 2 years ago
• rshwndsz / hover-net
  PyTorch implementation of HoverNet as described in https://arxiv.org/abs/1812.06499
  ☆22Updated 4 years ago
• peng-lab / HistoBistro
  Weakly-supervised learning pipeline for histopathology images. Publications: Biomarker prediction in colorectal cancer (CRC)
  ☆64Updated 9 months ago
• liupei101 / Pipeline-Processing-TCGA-Slides-for-MIL
  This repo provides the pipeline of processing TCGA whole-slide images for downstream multiple instance learning.
  ☆46Updated 4 months ago
• mahmoodlab / PANTHER
  Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology - CVPR 2024
  ☆92Updated last month