[IEEE TMI 2024] Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification
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Sep 8, 2024 - Python
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whole-slide-images
Here are 8 public repositories matching this topic...
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
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Aug 26, 2023 - Python
[NeurIPS 2023] The Rise of AI Language Pathologists: Exploring Two-level Prompt Learning for Few-shot Weakly-supervised Whole Slide Image Classification
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May 14, 2024 - Python
Interpretable Vision-Language Survival Analysis with Ordinal Inductive Bias for Computational Pathology
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Nov 10, 2024 - Jupyter Notebook
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
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Nov 4, 2024 - Jupyter Notebook
Theoretical Proportion Label Perturbation for Learning from Label Proportions in Large Bags in ECAI2024.
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Oct 14, 2024 - 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.
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Sep 28, 2023 - Jupyter Notebook
Blood Vessel Instance Segmentation in Human Kidney Histology Slides: A Repository for Comprehensive Whole-Slide Image Analysis
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Sep 24, 2023 - Jupyter Notebook
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