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GitHub topics: wsi-images

MercaderLabAnatomy/T-MIDAS

Automated batch processing for tissue microscopy image data

Language: Cool - Size: 35.9 MB - Last synced at: 8 days ago - Pushed at: 9 days ago - Stars: 6 - Forks: 1

mahmoodlab/TOAD

AI-based pathology predicts origins for cancers of unknown primary - Nature

Language: Python - Size: 2.79 MB - Last synced at: about 8 hours ago - Pushed at: over 3 years ago - Stars: 173 - Forks: 51

AImageLab-zip/MONKEY_challenge_ziplab

AImageLab Zip UNIMORE solution for the MONKEY Challenge of Radboud University Medical Center

Language: Jupyter Notebook - Size: 336 MB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 1 - Forks: 0

mahmoodlab/Patch-GCN

Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021

Language: Python - Size: 1.16 GB - Last synced at: 22 days ago - Pushed at: about 1 year ago - Stars: 148 - Forks: 28

MWod/DeeperHistReg

DeeperHistReg - Source Code

Language: Jupyter Notebook - Size: 11.1 MB - Last synced at: 21 days ago - Pushed at: about 1 year ago - Stars: 57 - Forks: 7

mahmoodlab/SISH

Fast and scalable search of whole-slide images via self-supervised deep learning - Nature Biomedical Engineering

Language: Python - Size: 963 KB - Last synced at: 29 days ago - Pushed at: almost 2 years ago - Stars: 102 - Forks: 27

315386775/OpenPathoFoundation

收集和梳理病理AI大模型相关

Size: 229 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 3 - Forks: 0

julimer228/EPIIC

Edge-Preserving Method Increasing nucleI Clarity for Compression Artifacts Removal in Whole-Slide Histopathological Images

Language: MATLAB - Size: 14.6 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

mahmoodlab/PORPOISE

Pan-Cancer Integrative Histology-Genomic Analysis via Multimodal Deep Learning - Cancer Cell

Language: Jupyter Notebook - Size: 194 MB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 204 - Forks: 38

cechlauren/DeeeepLearning

Repository of code for deep learning approaches on WSIs, IHC, H&E, etc.

Language: Groovy - Size: 1.16 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

niloynew/DICOM-and-Whole-Slide-Image-Co-registration

This repository is to showcase my experience in the field of medical visualization as a research assistant under the supervision of Prof. Dr. Sylvia Saalfeld.

Language: Jupyter Notebook - Size: 233 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

mikeyg42/Tools_histology_images

Repository of MATLAB implemented image processing tools

Language: MATLAB - Size: 276 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 1

liupei101/DSCA

[ESWA 2023] Implementation of DSCA: A Dual-stream Network with Cross-attention on Whole-Slide Image Pyramids for Cancer Prognosis

Language: Python - Size: 6.21 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 19 - Forks: 5

hwanglab/HE_IHC_HN_analysis

Integrative Spatial Analysis of H&E and IHC Images Identifies Prognostic Immune Subtypes correlated with Progression Free Survival in HPV-Related Oropharyngeal Squamous Cell Carcinoma

Language: Jupyter Notebook - Size: 4.21 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 5 - Forks: 1

dmandache/sleek-patch

Python 3 Package for optimally sampling big images with texture-aware patchification based on SLIC superpixels. So Sleek !

Language: Python - Size: 30.1 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

c-arthurs/ProstSegNet

Keras unet and then chromogen analysis for prostate histopathology images.

Language: Python - Size: 9.77 KB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

julimer228/ArtifactsRemovalCode

The edge-preserving JPEG compression artifact removal algorithm implementation. The algorithm is designed to remove artifacts from H&E stained medical images. Work in progress.

Language: MATLAB - Size: 49.3 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 1

acuaroo/Mitotic-Indexer

Given an image of cells from a WSI, identify the mitotic figures and return a mitotic index.

Language: Python - Size: 3.98 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 0

Zhengyushan/kat

The code for Kernel attention transformer (KAT)

Language: Python - Size: 278 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 19 - Forks: 1

Valderas7/BreastCarcinomaProject

Repositorio para el proyecto con código PI-0032-2017, cuyo objetivo es la predicción de metástasis a distancia, de supervivencia, de recidivas y de mutaciones de genes que se producen con el carcinoma de mama mediante el uso de datos clínicos, inmunohistoquímicos e imágenes de diagnóstico.

Language: Python - Size: 1.18 GB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

bupt-ai-cz/BALNMP

Predicting Axillary Lymph Node Metastasis in Early Breast Cancer Using Deep Learning on Primary Tumor Biopsy Slides, BCNB Dataset

Language: Python - Size: 175 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 39 - Forks: 6

PhilipChicco/MICCAI2020mil

MICCAI2020. "Multiple Instance Learning with Center Embeddings for Histopathology Image Classification"

Language: Python - Size: 809 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 28 - Forks: 11

bupt-ai-cz/Breast-Cancer-Image-Classification-On-WSI-With-Spatial-Correlations Fork of dong100136/Breast-Cancer-Image-Classification-On-WSI-With-Spatial-Correlations

Breast Cancer Image Classification On WSI With Spatial Correlations https://teacher.bupt.edu.cn/zhuchuang/en/index.htm

Language: Python - Size: 51.8 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 10 - Forks: 1

uzunb/deep-zoom-image-viewer

This is a viewer app that provides using to zoom and pan tools Deep Zoom Image (dzi) or Whole Slide Image (wsi) using Electron JS and OpenSeaDragon .

Language: JavaScript - Size: 32.8 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 3 - Forks: 1

bupt-ai-cz/Hybrid-Model-Enabling-Highly-Efficient-Follicular-Segmentation Fork of AliceTao/Hybrid-Model-Enabling-Highly-Efficient-Follicular-Segmentation

https://teacher.bupt.edu.cn/zhuchuang/en/index.htm

Language: Python - Size: 22.6 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 12 - Forks: 0

Ala-Eddine-BOUDEMIA/Lung-Cancer-Diagnosis

Diagnosis of histologic growth patterns of lung cancer in digital slides using deep learning.

Language: Python - Size: 751 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 2 - Forks: 2

brian220/SvsScanner

Use the openslide Library to process the WSI image

Language: Python - Size: 30.3 KB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 1 - Forks: 0

IAmS4n/TensorBoard_Plugin_WSI

A plugin for TensorBoard to show WSI images. The plugin is based on Deep Zoom Image (DZI).

Language: JavaScript - Size: 1.26 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 0

ChinmayLad/Semantic-Segmentation-using-Multiscale-L1-Loss

A GAN approach for improving segmentation of WSI Images.

Language: Jupyter Notebook - Size: 11.7 MB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 1

Related Keywords
wsi-images 29 histopathology 8 deep-learning 6 wsi 5 whole-slide-imaging 4 mahmoodlab 4 bioimage-analysis 3 image-processing 3 breast-cancer-classification 3 histology 3 histopathology-images 3 pathology 3 medical-imaging 3 ihc 3 digital-pathology 2 image-registration 2 he 2 dzi 2 cnn 2 python 2 cnn-model 2 whole-slide-image 2 breast-cancer-prediction 2 breast-cancer 2 computer-vision 2 bioimage-informatics 2 openslide 2 cancer-research 2 thyroid-cancer 1 tensorboard 1 biopsy 1 axillary-lymph-node-metastasis 1 tensorflow 1 pandas 1 opencv 1 neural-networks 1 keras 1 heatmaps 1 gene-prediction 1 viewer 1 visualization 1 wsi-representation 1 wsi-viewer 1 wsi-encode 1 wsi-classificaiton 1 gans 1 pathology-image 1 kernel-transformer 1 histopathology-wsi 1 histopathology-image-classfication 1 histopathology-feature 1 mitosis-detection 1 segmentation 1 mitosis 1 semantic-segmentation 1 image-classification 1 lung-cancer-classification 1 python3 1 pytorch 1 hybrid-model 1 efficient-algorithm 1 cytopathology 1 openseadragon-viewer 1 openseadragon 1 nodejs 1 node-js 1 node 1 electronjs 1 resnet-18 1 electron-app 1 electron 1 deep-zoom-images 1 deepzoom 1 icassp-2019 1 plugin 1 weakly-supervised-learning 1 representation-learning 1 multiple-instance-learning 1 primary-tumor-classification 1 metastasis 1 tensoflow 1 pan-cancer-analysis 1 genomics 1 jpeg-image-compression 1 hematoxylin-eosin-staining 1 compression-artifact-reduction 1 pathology-report 1 multimodal-large-language-models 1 foundation-models 1 vqvae 1 image-search-engine 1 image-retrieval 1 fish 1 wsi-registration 1 survival-prediction 1 gcn 1 vision-transformer 1 nuclei-detection 1 kidney-transplant 1 kidney-histology 1