whole-slide-image
Here are 47 public repositories matching this topic...
Histopathology Atlas contains whole slide images of various diseases
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Jun 2, 2024 - HTML
Whole slide training with single GPU
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Feb 27, 2023 - Python
Dissertation completed for the award of MSci in Computer Science. This dissertation is about automated breast cancer detection in low-resolution whole-slide pathology images using a deep convolutional neural network pipeline.
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Jun 24, 2022 - Python
Multi-head Attention-based Deep Multiple Instance Learning
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Mar 5, 2024 - Python
Performs instance segmentation and classification of nuclei in Multi-Tissue Histology WSIs(generally 100k*100k pixels).
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Oct 12, 2022 - Jupyter Notebook
Repository for "Integrative Graph-Transformer Framework for Histopathology Whole Slide Image Representation and Classification""
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May 14, 2024
An effective deep learning classification framework for whole slide images.
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Apr 29, 2020 - Python
Code for paper "SMILE: Self-Motivated Multi-instance Learning for Whole Slide Image Classification" submission under review.
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May 5, 2024 - Python
Bio Library in .NET8. Bio is a library & program for annotating, & editing various microscopy imaging formats using Bioformats supported images. including whole slide, pyramidal & series.
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Apr 29, 2024 - C#
nuclei.io: Human-in-the-loop active learning framework for pathology image analysis
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May 16, 2024 - Python
Macenko normalisation of big medical slides
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Nov 21, 2023 - Python
A .NET library & program for annotating, & editing various microscopy imaging formats using Bioformats supported images. including whole slide, pyramidal & series.
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Jan 13, 2023 - C#
Scientific Reports volume 11, Article number: 4037 (2021)
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Feb 17, 2021 - Python
Official Pytorch Code of Our Paper: Rethinking Multiple Instance Learning for Whole Slide Image Classification: A Good Instance Classifier is All You Need
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May 14, 2024 - Python
The implementation of our pricai18 paper "Multiple Visual Fields Cascaded Convolutional Neural Network for Breast Cancer Detection."
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Jul 26, 2023 - Python
The implementation of our MLMI19 oral paper "WSI-Net: Branch-based and Hierarchy-aware Network for Segmentation and Classification of Breast Histopathological Whole-slide Images."
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Jul 26, 2023 - Python
[AAAI'23] MulGT: Multi-task Graph-Transformer with Task-aware Knowledge Injection and Domain Knowledge-driven Pooling for Whole Slide Image Analysis
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Apr 5, 2024 - Python
Code for the DRA-Net
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Aug 31, 2021 - Python
The code for LAGE-Net
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Dec 2, 2021 - Python
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