Presentation is loading. Please wait.

Presentation is loading. Please wait.

NND Status Siemens AG Dr. Maria J. Costa NND Internal Review/Siemens/February 2015.

Similar presentations


Presentation on theme: "NND Status Siemens AG Dr. Maria J. Costa NND Internal Review/Siemens/February 2015."— Presentation transcript:

1 NND Status Siemens AG Dr. Maria J. Costa NND Internal Review/Siemens/February 2015

2 Personnalized, child- and disease-specific musculo-skeletal modeling based on MRI T11.1 Automatic extraction of mass distribution and muscle volumes from MRI images D11.1 Automatic extraction method of mass distribution and muscle volumes [Month 18] NND Internal Review/Siemens/February 2015

3 Extraction of bone and muscle mass from MRI of healthy children NND Internal Review/Siemens/February 2015 14 MRIs of healthy children, ages 8 to 15 years Goal: Automatic extraction of muscle and bone masses

4 Extraction of bone and muscle mass from MRI of healthy children NND Internal Review/Siemens/February 2015 Challenges Intensity bias Reconstruction artifacts Movement artifacts Anatomical differences / leg positions

5 Extraction of bone and muscle mass from MRI of healthy children NND Internal Review/Siemens/February 2015 Step 1: Create a reference (atlas) Reference Subject Manual annotation of 73 structures (3D meshes for bones, muscles, skin, feet)

6 Extraction of bone and muscle mass from MRI of healthy children NND Internal Review/Siemens/February 2015 Step 2: Robust registration of reference onto other subjects

7 Extraction of bone and muscle mass from MRI of healthy children NND Internal Review/Siemens/February 2015 Quantitative evaluation of different parameter configurations Landmark distance Mesh similarity Best approach: bending neither too rigid nor too flexible 7.7mm mean landmark distance

8 Extraction of bone and muscle mass from MRI of healthy children NND Internal Review/Siemens/February 2015 Qualitative evaluation of different parameter configurations

9 Extraction of bone and muscle mass from MRI of ill children NND Internal Review/Siemens/February 2015 Current status Prepared and delivered D. 11.1 concerning healthy children [M18] MRI volumes of ill children (patients) available on Gnubila platform (OPBG): 8 for DMD 5 for CP 5 for CMT Ongoing volume conversion for processing. Next Deliverable: D11.2: Development of novel scaling method [M36]


Download ppt "NND Status Siemens AG Dr. Maria J. Costa NND Internal Review/Siemens/February 2015."

Similar presentations


Ads by Google