fibrosis

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AlexSWong /COVID-Net

Star43

Launched in March 2020 in response to the coronavirus disease 2019 (COVID-19) pandemic, COVID-Net is a global open source, open access initiative dedicated to accelerating advancement in machine learning to aid front-line healthcare workers and clinical institutions around the world fighting the continuing pandemic. Towards this goal, our global…

machine-learning ai deep-learning ml healthcare neural-networks chest-xray-images datasets dl benchmark-datasets fibrosis covid-19 tinyml covid-net chest-ct-images edgeai

UpdatedDec 19, 2023

davidbhr /CompactionAnalyzer

Star9

A python package to analyze the matrix fiber orientation and intensity around cells in fiber matrices (as a proxy for cellular forces).

fibers image-processing tfm orientation ecm microscopy imaging collagen cell-mechanics fibrosis traction-force-microscopy contractility mechanobiology

UpdatedJan 17, 2025
Python

TiNezlobinsky /Finitewave

Star7

Open-source Python package for a wide range of tasks in modeling cardiac electrophysiology using finite-difference methods.

python simulation electrophysiology reaction-diffusion finite-difference biomedical-engineering fibrosis spiral-wave cardiac-modelling

UpdatedMar 18, 2025
Python

xhelenfu /CNN_Segmentation_Histology

Star6

Segmentation of histological images and fibrosis identification with a convolutional neural network

python machine-learning deep-neural-networks deep-learning tensorflow segmentation convolutional-neural-networks histology atrial-fibrillation cardiac-segmentation histological-images fibrosis

UpdatedJul 18, 2018
Python

EnricRovira /Pulmonar_Fibrosis_Progression

Star5

Deep Learning model for predicting Pulmonar Fibrosis evolution

encoder images decoder medical predictions fibrosis lungs pulmonar

UpdatedOct 12, 2020
Jupyter Notebook

Satnam00 /OSIC-Pulmonary-Fibrosis-Progression-Predict-lung-function-decline

Star5

In this competition, we’ll predict a patient’s severity of decline in lung function based on a CT scan of their lungs. We’ll determine lung function based on output from a spirometer, which measures the volume of air inhaled and exhaled.

lung fibrosis prognosis fvc baseline-fvc