Git Product home page Git Product logo

Comments (3)

mathiasunberath avatar mathiasunberath commented on May 23, 2024

Thank you for your interest in using DeepDRR.

From the images you show, I am not sure I can fully understand the issue you are having. The second image you provide seems to cover the lumbar spine and some parts of the thorax, so this seems to be fine? You would expect decreased contrast due to the different proportion of soft-tissue and bone compared to the pelvic region.

Here are some things to consider as pointers for further discussion.

  • At this point, I would suggest you use threshold-based material decomposition and fine-tune the thresholds such that you obtain a good material decomposition in 3D. Doing this first will identify potential issues with automatic segmentation or incorrect thresholds.
  • You may want to play with the window/level to see whether the signal you expect to see is, in fact, there but with limited contrast due to the high dynamic range.

Let me know whether this helps and if the issue can be closed.

from deepdrr.

turnmanh avatar turnmanh commented on May 23, 2024

Thanks for the fast reply!

  • I'm currently using threshold-based segmentation which you mean with material decomposition, or?
  • yes, I'd expect either a more detailed view of the vertebra or - as I 'moved' the origin downwards - a more detailed view of the ribs

To your pointers:

  • fine-tuning thresholds: I'd probably start testing some HU values for my volume in e.g. Slicer and then set those in conv_hu_to_materials_thresholding to check, right?
  • what do you mean by window/level?

Thank you very much for your advice!

from deepdrr.

mathiasunberath avatar mathiasunberath commented on May 23, 2024
  • Yes, I mean threshold-based segmentation (since this segments different materials in the CT, I also refer to it as material decomposition; this is what we need it for anyways).

  • As per my previous comment, this is to be expected. The ratio between soft-tissue and bone changes dramatically. Also, you will encounter differences when you investigate supine vs. prone patient position.

  • Yes, fine tuning in slicer and then setting them there sounds good.

  • Window/level: https://www.magnetic-resonance.org/ch/09-06.html

from deepdrr.

Related Issues (20)

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.