digitalpathology

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TIO-IKIM /CellViT

Star283

CellViT: Vision Transformers for Precise Cell Segmentation and Classification

python ai ml pytorch cell microscopy digitalpathology

UpdatedMar 26, 2025
Python

sauravmishra1710 /Malaria-Detection-Using-Deep-Learning-Techniques

Star11

Malaria Parasite Detection using Efficient Neural Ensembles. Malaria, a life threatening disease caused by the bite of the Anopheles mosquito infected with the parasite, has been a major burden towards healthcare for years leading to approximately 400,000 deaths globally every year. This study aims to build an efficient system by applying ensemb…

deep-learning neural-network healthcare digitalpathology biomedical-image-processing interpretable-deep-learning explainable-ai wholeslide-imaging snapshot-ensemble malaria-detection whole-slide-image

UpdatedDec 12, 2023
Jupyter Notebook

isi-mube /Digital-Cytology-ML

Star10

Computer Vision application to diagnose diverse Cytology samples using medical imaging Data from a virtual microscope. Showcased in IH Hackshows and during the European Congress of Cytology & published it on Cytopathology Journal.

computer-vision deep-learning neural-network tensorflow keras digitalpathology cytology

UpdatedOct 30, 2024
Jupyter Notebook

scaleoutsystems /digital-pathology-tutorial

Star6

Federated digital pathology: classification of Acute Myeloid Leukemia (AML) cells with a CNN.

computer-vision deep-learning cnn studio convolutional-neural-networks digitalpathology acute-myeloid-leukemia keras-tensoflow fedn

UpdatedMay 10, 2023
Jupyter Notebook

cornish /anonymize-slide-python3

Star5

Delete the label image to deidentify a whole-slide image (WSI)

deidentification microscopy imaging digitalpathology pathology wholeslideimaging

UpdatedNov 1, 2021
Python

SlideScore /qupath-extension-slidescore

Star5

QuPath extension for slidescore

digitalpathology imageanalysis

UpdatedJun 30, 2022
Java

cornish /anonymize-slide-python3-gui

Star3

Delete the label image to deidentify a whole-slide image (WSI) with an optional GUI

deidentification microscopy imaging digitalpathology digital-pathology pathology whole-slide-imaging wholeslideimaging

UpdatedNov 5, 2021
Python

lunanfoldomics /Cinnamon-GUI

Star3

Convolutional Neural Network And Multimodal Learning with Graphic User Interface for Digital Pathology

python shiny tensorflow numpy scikit-learn cnn pandas imageprocessing shiny-apps digitalpathology shinydashboard keras-tensorflow labelme convolutionalneuralnetwork labelme-json labelme-annotations cervical-cancer-prediction

UpdatedJan 21, 2025
Python

bhojpur /ode

Star2

The Bhojpur ODE is a Quantum AI/ML enabled optical data engine software based on Bhojpur.NET Platform applied in different industry sectors for object recognition, annotation, and actionable insights.

neural-network image-processing digitalpathology quantum-algorithms