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GitHub topics: cell-classification

tzmcion/Cell-Morphology

An app for segmentation and classification of images of cells from optical microscope. This project uses marker controlled watershed (openCv), and pretrained ResNet-50 model (tensorflow)

Language: HTML - Size: 36.2 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 4 - Forks: 0

TissueImageAnalytics/tiatoolbox

Computational Pathology Toolbox developed by TIA Centre, University of Warwick.

Language: Python - Size: 505 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 425 - Forks: 89

digitalpathologybern/GrEp

Inference code for GrEp : Graph-based epithelial cell sub-classification refinement

Language: Python - Size: 80.1 KB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 1 - Forks: 0

diba-lab/NeuroPy

Python package for analyzing ephys data

Language: Jupyter Notebook - Size: 57.5 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 9 - Forks: 7

cjrobinson8/Complex-Wound-Analysis-using-AI

Repository for publication outlining a number of computational models for complex wound analysis in both mice and humans.

Size: 8.79 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

tuguiMAtei/Complex-Wound-Analysis-using-AI

Repository for publication outlining a number of computational models for complex wound analysis in both mice and humans.

Size: 1.95 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

monaen/Large-Scale-Multi-Class-Image-Based-Cell-Classification-with-Deep-Learning

Large-Scale Multi-Class Image-Based Cell Classification with Deep Learning

Language: HTML - Size: 3.75 GB - Last synced at: 9 months ago - Pushed at: almost 4 years ago - Stars: 20 - Forks: 2

Leonard2310/NanoparticleBreastCellClassification

Project on Neural Networks for Nanoparticle Breast Cell Classification - Machine Learning (MEng), supervised by Prof. C. Sansone and Eng. M. Gravina(2024)

Language: Jupyter Notebook - Size: 1.86 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0

jianhuupenn/ItClust

Iterative transfer learning with neural network improves clustering and cell type classification in single-cell RNA-seq analysis

Language: Jupyter Notebook - Size: 80.7 MB - Last synced at: 8 months ago - Pushed at: over 3 years ago - Stars: 51 - Forks: 8

TechAvi-eng/cell-image-analysis

Cell image analysis pipeline for RPE cell identification, counting and maturity classification

Language: Python - Size: 890 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

wangwl/SingleCellNotes

Notes about single cell technology and computational analysis methods, including but not limitted to Genome, Epigenome, Transcriptome, Morphology, Connectome and the integrative analysis of information from these layers.

Size: 9.23 MB - Last synced at: about 1 year ago - Pushed at: almost 7 years ago - Stars: 1 - Forks: 0

emiliomercuri/Trad-204

Computer vision single cell Tradescantia clone 4430 set of 204 images.

Size: 4.23 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Gustoaxel/Cell-Cycle

Non invasive live cell cycle monitoring using a supervised deep neural autoencoder onquantitative phase images

Language: Python - Size: 5.28 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0

RaiBP/cell-estimator

Project for the Applied Machine Learning (EI70360) class at TUM Summer Semester 2023.

Language: Python - Size: 79.6 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

RaiBP/cellestimator

Segment, classify and label blood cell images. Project for the Applied Machine Intelligence course at the Technical University of Munich (TUM), Summer Semester 2023.

Language: Python - Size: 78.4 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 1

karl-gardner/cell_classification

Label Free Identification of Different Cancer Cells Using Deep Learning-Based Image Analysis

Language: Jupyter Notebook - Size: 2.4 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

sairbarbaros/Cancer-Cell-Classifier-High-Acc

Predict which cell is cancerous with 96% accuracy using SVM machine learning algorithm.

Language: Jupyter Notebook - Size: 82 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

smujiang/CellularComposition

Interactive modules to digitally annotate H&E whole slide images, construct cell and tissue level features and classify cell types. Specifically for a case study of differentiating borderline and high-grade serous ovarian tumors.

Language: Python - Size: 37.5 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 1

Related Keywords
cell-classification 18 machine-learning 7 cell-segmentation 7 deep-learning 5 digital-pathology 4 pathology 3 computational-pathology 3 histopathology 3 tissue-segmentation 3 tissue-analysis 3 cell-analysis 2 complex-wounds 2 tissue-classification 2 wound 2 wound-healing 2 cnn-classification 2 convolutional-neural-networks 2 neural-network 2 single-cell 2 cell-counting 2 cell-biology 2 classification 2 python 2 decoding 1 retinal-pigment-epithelium 1 clone-4430 1 tradescantia 1 cell 1 optical-microscope-segmentation 1 active-learning 1 blood-cell-counting 1 blood-cell-detection 1 optical-microscope-classification 1 fastapi 1 reactjs 1 segmentation 1 xgboost-classifier 1 cell-detection 1 classification-models 1 feature-extraction 1 segmentation-masks 1 segmentation-models 1 cancer 1 cancer-classification 1 cancer-detection 1 medical 1 medical-ai 1 scikit-learn 1 scikitlearn-machine-learning 1 support-vector-machine 1 image-classification 1 morphology 1 firing-dynamics 1 placefield 1 reactivation 1 replay 1 ripples 1 cell-assembly 1 brainstates-detection 1 histopathology-image-analysis 1 graph-neural-networks 1 whole-slide-imaging 1 stain-normalization 1 blood 1 blood-cells 1 cell-identification 1 classification-algorithm 1 cnn 1 medical-image-analysis 1 medical-image-processing 1 medical-imaging 1 breast-cancer-classification 1 deep-neural-networks 1 resnet-50 1 clustering-algorithm 1 image-analysis 1 rna-seq 1 watershed-algorithm 1 transfer-learning 1 resnet50-classification 1