Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification (IEEE TMI 2024)
-
Updated
Mar 17, 2025 - Python
#
whole-slide-images
Here are 13 public repositories matching this topic...
Interpretable Vision-Language Survival Analysis with Ordinal Inductive Bias for Computational Pathology (ICLR 2025)
-
Updated
May 5, 2025 - Jupyter Notebook
[NeurIPS 2023] The Rise of AI Language Pathologists: Exploring Two-level Prompt Learning for Few-shot Weakly-supervised Whole Slide Image Classification
-
Updated
May 14, 2024 - Python
Multi-Scale Representation Attention based Deep Multiple Instance Learning for Gigapixel Whole Slide Image Analysis
pytorch convolutional-neural-network weakly-supervised whole-slide-images multi-scale-representation-attention
-
Updated
Aug 26, 2023 - Python
This repository contains some comprehensive approaches for the purpose of classifying breast cancer tissue using whole slide images (WSIs).
breast-cancer-prediction histological-images gigapixel-images multi-instance-learning attention-models hematoxylin-eosin-staining whole-slide-images bracs
-
Updated
Nov 17, 2025 - Python
Cross-Cancer Knowledge Transfer in WSI-based Prognosis Prediction (https://arxiv.org/abs/2508.13482)
-
Updated
Sep 25, 2025 - Python
Theoretical Proportion Label Perturbation for Learning from Label Proportions in Large Bags in ECAI2024.
-
Updated
Jun 4, 2025 - Python
A user-interface used in conjunction with HistomicsUI to facilitate active learning on whole slide images
python histology bioimage-informatics digital-slide-archive whole-slide-annotation whole-slide-images guided-labeling
-
Updated
Jun 20, 2025 - Vue
GIANT-style WSI navigation env plus MultiPathQA eval runner. Plug in any VLM, zoom with bboxes, log trajectories, and score accuracy. RL-ready.
python benchmark tcga medical-imaging autonomous-agents openslide digital-pathology pathology computational-pathology structured-output histopathology gigapixel medical-ai openai-api llm anthropic whole-slide-images vision-language-models agentic-ai multimodal-ai
-
Updated
Jan 7, 2026 - Python
A Spatially-Aware Multiple Instance Learning Framework for Digital Pathology
-
Updated
Apr 25, 2025 - Python
SectraPlugin Histolung — Python ML pipeline for lung histology WSI analysis (Docker & PyTorch) | HES-SO student bachelor thesis project 2024
python docker deep-learning medical-imaging mil lung-cancer lung-cancer-detection histology hes-so self-supervised-learning ai-pipeline histology-images whole-slide-images sectra-pacs
-
Updated
Jul 21, 2025 - Python
A demonstration script for analyzing cell density in whole slide images (WSIs). This repository accompanies the article published on daangeijs.nl. The demo showcases how to compute cell density in detected tumor regions using WholeSlideData and GeoPandas.
-
Updated
Sep 28, 2023 - Jupyter Notebook
Blood Vessel Instance Segmentation in Human Kidney Histology Slides: A Repository for Comprehensive Whole-Slide Image Analysis
-
Updated
Sep 24, 2023 - Jupyter Notebook
Improve this page
Add a description, image, and links to the whole-slide-images topic page so that developers can more easily learn about it.
Add this topic to your repo
To associate your repository with the whole-slide-images topic, visit your repo's landing page and select "manage topics."