Cortical thickness

₹3000-4200 INR

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Publicado

há quase 2 anos

₹3000-4200 INR

Pago na entrega

Outline: In this challenge you will develop an algorithm to estimate cortical thickness map from a raw T1-weighted image. Cortical thickness map is the thickness of the gray matter of the brain at every point. It is defined as the distance between the white matter surface and the pial surface Tips: • Use nibabel libraries to load nifti image into python • You will probably want to segment the white matter first. This will give you the starting point for your thickness estimation algorithm. • Once you have the white matter segmentation, decide how you will go about estimating thickness. Something like the following: o Find a vector orthogonal to the white matter surface o Cast the vector outwards o Use some heuristic to decide where the vector meets the pial surface (cortical thickness is then given by vector length Summary: load [login to view URL] into python. Segment the gray and white matter. Use some algorithm to find the cortical thickness at each point in the gray matter. Label all gray matter voxels with the cortical thickness value at that point. Output the labeled image (like in figure 02).

Machine Learning (ML)

ID do Projeto: 33970276

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Ativo há 2 anos

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@FxDataLabs

Implementing projects using Python and Machine Learning is our core forte since we are working on it for more than 5+ years now. We are a team of 50+ developers who have successfully delivered 350+ Machine Learning Projects since now. We also provide developer outsourcing and developer on demand. The recent project we worked on was to create data pipelines, which used millions of data points, for the identification of the best strategies to increase the effectiveness of professional educational events (specifically those events for medical device training all across the USA and elsewhere). This project was implemented for one of the world's largest and top fortune 500 companies "Johnson & Johnson". Apart from this tech stack, we do have hands-on experience in Deep Learning, Python, Neural networks, CNN, ANN, GAN, Data Science, Artificial Intelligence, NLP, NLTK, Computer Vision and so on which would be helpful in working on this project. Let's have a short call to discuss further & to put a point, why are we the best fit for this project. Thank you! Note: There is not much clarity about the project proposal, so please don't focus on the given quote. Post our discussion, we can share an actual ballpark estimation

₹7.000 INR em 7 dias

4,9

(5 avaliações)

4,5

@HalimaBouzidi7

Hello, I noticed your project and I would like to be hired for it. I'm currently a Ph.D student. I'm working on Machine Learning and Data Analysis. I have solid expertise in the domain. Quality and time of the work will be ensured.

₹3.600 INR em 5 dias