Is it feasible to use machine learning to measure non calcified atherosclerotic plaque?

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How much predictable (sensitivity and specifity) Machine learning in non calcified coronary plaques comparable to other manual softwares?

AI and machine learning in multi-modality imaging

31 December 2019 7,030 1 View

Cox Regression using SPSS

How to plot Cox regression into a curve using SPSS? USING KM Curve or something different?

01 January 1970 4,593 3 View

Polygenic Risk scores vs. different outcomes?

Poly-genic risk score have recently been an area area of interest for disease risk stratification, Geneticists have developed multiple PGRs for multiple diseases based on GWAS studies, my question...

01 January 1970 9,218 1 View

Why should we choose deep learning to machine learning? Why is CNN better for image classification? Can I get Typical Answer?

What Characteristics makes CNN work better?

03 March 2021 1,458 4 View

What are some of the research gaps in machine learning and artificial intelligence in africa?

i would to know some of the research gaps in the artificial intelligence field in most african countries.

03 March 2021 6,145 3 View

Anyone plz suggest relevant topic for research in image processing+Deep learning.?

I have selected brain tumor images ...but now found that already lots of research done n this topic.

03 March 2021 5,774 3 View

How to increase a model accuracy ?

dear community, my model is based feature extraction from non stationary signals using discrete Wavelet Transform and then using statistical features then machine learning classifiers in order to...

03 March 2021 6,994 5 View

Can you share me how teacher education is managed in your respective national educational system?

I feel that the practice in teacher education in my country is below the expected performance level due to very poor management system. Hope I will learn something from your experiences.

02 March 2021 1,516 4 View

Can NFL theorem be valid in infinite search space in ML?

NFL theorem is valid for algorithms training in fixed training set. However, the general characteristic of algorithms in expanded or open dataset has not been proved yet. Could you show your...

01 March 2021 1,189 3 View

What is the difference between L1 and L2 regularization in machine learning?

L1 and L2 regularization

28 February 2021 4,187 3 View

How to eliminate Steady state error from Reinforcement learning genetic algorithm code?

The following code (see 1st 2 images attached) is used to produce PID controller values that are designed to control the system (G). The code finds the PID controller values (noted as k) by using...

28 February 2021 6,560 14 View

Is there any Machine Learning/AI algorithm that lets you predict with incomplete features without missing value imputation process?

For instance, the model is trained with A,B,C,D,E features to predict F target. Then, I want to make prediction on a new data, but with only A,C,D,E is known without doing missing value imputation...

28 February 2021 1,556 6 View

How can I represent SDS-PAGE results for machine learning analysis?

I am trying to classify and analyze the results of an SDS-PAGE based array for bacterial detection using machine learning, but I have trouble finding the best way to represent the results with...

27 February 2021 9,176 3 View

Muhammad Ali

It is a beautiful topic for further future research. There are some good studies related to your query, e.g., https://www.frontiersin.org/articles/10.3389/fcvm.2019.00172/full

https://www.atherosclerosis-journal.com/article/S0021-9150(19)31386-3/fulltext which may interest you.

Johannes Betz

Dear Shady,

to me it seems like you have a classification problem here. Machine Learning is very powerful for classification problems and i think you can use some classic approaches like the Support Vector Machine or kNN method. If you need to understand the basic principles of ML you can have a look at your University course "AI in Automotive Technology" and check out the first lecture. Then you will get an idea of where and how you can use ML

Regards

Johannes

Nacéra Benamrane

For your query, I suggest you this survey : Machine Learning for Assessment of Coronary Artery Disease in Cardiac CT: A Survey .

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6988816/doi: 10.3389/fcvm.2019.00172