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Topic: "nuclei-segmentation"

stardist/stardist

StarDist - Object Detection with Star-convex Shapes

Language: Python - Size: 114 MB - Last synced at: 21 days ago - Pushed at: 7 months ago - Stars: 1,013 - Forks: 237

computational-cell-analytics/micro-sam

Segment Anything for Microscopy

Language: Jupyter Notebook - Size: 51.4 MB - Last synced at: about 18 hours ago - Pushed at: about 19 hours ago - Stars: 527 - Forks: 65

okunator/cellseg_models.pytorch

Encoder-Decoder Cell and Nuclei segmentation models

Language: Python - Size: 101 MB - Last synced at: 5 days ago - Pushed at: 2 months ago - Stars: 90 - Forks: 4

mkang315/ASF-YOLO

Official implementation of "ASF-YOLO: A Novel YOLO Model with Attentional Scale Sequence Fusion for Cell Instance Segmentation".

Language: Python - Size: 253 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 46 - Forks: 2

ruchikaverma-iitg/MoNuSeg

This repository contains my implementations of the algorithms which we used for evaluation of the MoNuSeg challenge at MICCAI 2018.

Language: Jupyter Notebook - Size: 2.26 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 43 - Forks: 12

stardist/stardist-napari

StarDist plugin for napari

Language: Python - Size: 1.69 MB - Last synced at: 15 days ago - Pushed at: 8 months ago - Stars: 38 - Forks: 11

Mr-TalhaIlyas/TSFD

Nuclei segmentation and classification (Cancer cells)

Language: Jupyter Notebook - Size: 19.9 MB - Last synced at: 24 days ago - Pushed at: 11 months ago - Stars: 23 - Forks: 6

computational-cell-analytics/patho-sam

Segment Anything for Histopathology

Language: Python - Size: 257 KB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 21 - Forks: 1

okunator/cellseg_gsontools

Feature extraction from GEOJson nuclei and tissue segmentation maps

Language: Python - Size: 88.1 MB - Last synced at: about 1 month ago - Pushed at: 9 months ago - Stars: 14 - Forks: 0

cpathology/NucleiSegHE

H&E ROI-Level and WSI-Level Nuclei Segmentation with HoVer-Net

Language: Python - Size: 10.4 MB - Last synced at: 15 days ago - Pushed at: 9 months ago - Stars: 9 - Forks: 3

zhenqi-he/transnuseg

MICCAI2023 - TransNuSeg: A Lightweight Multi-Task Transformer for Nuclei Segmentation

Language: Python - Size: 965 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 9 - Forks: 1

boyden/NuHTC

NuHTC: A Hybrid Task Cascade for Nuclei Instance Segmentation and Classification

Language: Python - Size: 33.8 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 8 - Forks: 1

vjgpt/Nuclei-Segmentation-using-Mask-RCNN

The goal is to segment individual nuclei in microscopy images.

Language: Jupyter Notebook - Size: 2.13 MB - Last synced at: 15 days ago - Pushed at: over 6 years ago - Stars: 7 - Forks: 3

QuIIL/Grad_Mix

GradMix for nuclei segmentation and classification in imbalanced pathology image datasets: MICCAI 2022

Language: Jupyter Notebook - Size: 37.2 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 1

gustaveroussy/prismtoolbox

Toolbox for histopathology image analysis

Language: Python - Size: 987 KB - Last synced at: 1 day ago - Pushed at: 8 months ago - Stars: 5 - Forks: 0

karvla/histosnet

Predicting breast cancer outcomes using ML.

Language: Jupyter Notebook - Size: 373 MB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 3 - Forks: 1

CVPR-KIT/SAM-Guided-Enhanced-Nuclei-Segmentation

Official Implemenation paper published at MICCAI 2024

Language: Jupyter Notebook - Size: 17.1 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 2 - Forks: 0

CielAl/hovernet_lite

compact version of the official hovernet impl in pytorch

Language: Python - Size: 86.9 KB - Last synced at: 12 months ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0

Kaiseem/AD-GAN

pytorch implement of AD-GAN

Language: Python - Size: 1.65 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

MultimodalImagingCenter/MIC-MAQ

MIC-MAQ for Microscopy Images of Cells - Multi Analyses and Quantifications is an ImageJ/Fiji Plugin for automatic segmentation of nuclei and/or cells for quantifications in other channels including foci detection

Language: Java - Size: 12.7 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

hassanlougithub/Nuclei-Segmentation

Nuclei Segmentation using ResUNet

Language: Jupyter Notebook - Size: 767 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

vaibhavshukla182/U_Net-for-medical-image-segmentation

Implementation of U_Net architecture for medical image segmentation purpose.

Language: Python - Size: 1.56 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 0

aditya-10012002/Nuclei-Segmentation-Using-Stardist

NUCLEI SEGMENTATION USING STARDIST AND PYTHON IN GOOGLE COLAB

Language: Jupyter Notebook - Size: 9.26 MB - Last synced at: 22 days ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

ilyacarey/nuclei

ImageJ scripts for: (a) batch opening confocal files with two channels and merging them and (b) for a batch of confocal images with two channels, identifying nuclei as ROIs using one channel and quantifying the mean pixel intensity of each ROI using the other channel, and outputting results in Excel. Requirements and assumptions are in comments.

Language: ImageJ Macro - Size: 103 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

femartip/Nuclei-Segmentation

Using Deep Learning techniques for nuclei segmentation. Data extracted from Kaggle competition 2018 Data Science Bowl

Language: Jupyter Notebook - Size: 543 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

Atishaysjain/WSI-Nuclear-Segmentation

Performs instance segmentation and classification of nuclei in Multi-Tissue Histology WSIs(generally 100k*100k pixels).

Language: Jupyter Notebook - Size: 137 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 1

JanRibasGarriga/WhoIsWho

WhoIsWho is Google Colab-based tool that aims to classify cells based on features related to their nuclei and their neighbours.

Language: Jupyter Notebook - Size: 1.63 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

saeid436/Image-Segmentation-Unet

Nucleia image segmentation with U-net...

Language: Python - Size: 4.88 KB - Last synced at: 11 months ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

tuanle618/image-segmentation

Implementation of image segmentation networks using pytorch.

Language: Jupyter Notebook - Size: 6.96 MB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0

Related Topics
deep-learning 10 cell-segmentation 6 nuclei-detection 3 unet 3 nuclei-classification 3 segmentation 3 medical-image-processing 3 microscopy 2 computational-pathology 2 image-processing 2 histopathology 2 deep-neural-networks 2 tissue-segmentation 2 hover-net 2 medical-image-segmentation 2 object-detection 2 digital-pathology 2 napari 2 hovernet 2 machine-learning 2 pytorch 2 whole-slide-image 2 segment-anything 2 sam 2 python 2 image-segmentation 2 stardist 2 cellpose 2 yolo 1 bioimage-analysis 1 wsi 1 mask-rcnn 1 nuclei 1 mitochondria-segmentation 1 nucleus-detection 1 medical-image-computing 1 medical-image-analysis 1 lesion-segmentation 1 instance-segmentation 1 histopathology-image-analysis 1 hematoxylin-eosin-staining 1 detection-segmentation-algorithm 1 deep-learning-framework 1 data-science-bowl-2018 1 computer-vision-algorithms 1 microscopy-images 1 whole-slide-annotation 1 spatial-data-analysis 1 roi-selection 1 regionalization 1 morphological-analysis 1 immune-infiltration 1 graph-algorithms 1 feature-extraction 1 clustering-methods 1 timm 1 panoptic-segmentation 1 omnipose 1 ml 1 ai 1 high-content-imaging 1 foci-detection 1 fiji-plugin 1 cancer-detection 1 bifpn 1 whole-slide-imaging 1 pathomics 1 pathology-image 1 he-staining 1 biomedical-image-analysis 1 nuclei-quantification 1 imagej-macro 1 imagej 1 unsupervised-nuclei-segmentation 1 unsupervised-learning 1 generative-art 1 ad-gan 1 swin-transformer 1 shared-attention-heads 1 miccai2023 1 lightweight-multi-task-framework 1 toolbox 1 preprocessing 1 embeddings 1 microscope 1 artificial-learning 1 u-net 1 tiramisu 1 pytorch-implementation 1 kaggle 1 breast-cancer 1 resunet 1 keras 1 cell-detection 1 breast-cancer-segmentation 1 breast-cancer-cell 1 miccai2024 1 u-net-keras 1 tensorflow 1 image-segmentation-tensorflow 1