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Machine Learning Techniques for the Classification of Red Blood Cells Based on the Young’s Modulus

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Original Code

Original Code

 
 

CellTracker.m

CellTracker.m

 
 

DataAnalysis.m

DataAnalysis.m

 
 

DataCleaner.m

DataCleaner.m

 
 

KMeansClustering.m

KMeansClustering.m

 
 

LaserArea.m

LaserArea.m

 
 

LaserSpot.jpg

LaserSpot.jpg

 
 

README.md

README.md

 
 

SVMClassification.ipynb

SVMClassification.ipynb

 
 

SVMClassification.m

SVMClassification.m

 
 

StatsTest.m

StatsTest.m

 
 

VideoPreprocessing.m

VideoPreprocessing.m

 
 

Youngs.m

Youngs.m

 
 

Youngs.xlsx

Youngs.xlsx

 
 

ZernikeCoefficients.m

ZernikeCoefficients.m

 
 

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Machine Learning Techniques for the Classification of Red Blood Cells Based on the Young’s Modulus

ECE Final Year Project at HKUST in 2023-24

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Machine Learning Techniques for the Classification of Red Blood Cells Based on the Young’s Modulus

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python machine-learning bioinformatics matlab jupyter-notebook image-processing object-tracking kmeans-clustering kalman-filter svm-classifier red-blood-cells

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