Using segmentation methods based on artificial intelligence technologies to build 3D models
Virtual reality, augmented realit y and mixed realit y technologies are becoming increasingly popular in medicine, including neurosurgery and trauma treatment. The Medical company has created the Medical Vision system, which allows surgeons to see the patient’s insides in 3D during surgery using special glass - es. However, before the operation it is necessary to prepare a 3D model, which takes time. To speed up this process, it is proposed to use automatic segmentation using artificial intelligence. The research is aimed at analyzing existing neural networks and open solutions for this problem.
Authors
- В. М. Иванов (ORCID: https://orcid.org/0000-0001-8194-2718)
- A. V. Sinegub (ORCID: https://orcid.org/0000-0003-2619-3691)
- Sergey Strelkov (ORCID: https://orcid.org/0000-0002-5901-0866)
- Anton Yu. Smirnov (ORCID: https://orcid.org/0009-0001-2440-2499)
- Alexander Knyazev
Publication Details
- Journal
- Vestnik nevrologii psihiatrii i nejrohirurgii (Bulletin of Neurology Psychiatry and Neurosurgery)
- Published
- 2024-11-30
- DOI
- https://doi.org/10.33920/med-01-2412-15
- Primary Topic
- Medical Image Segmentation Techniques
- Type
- article
- Field-Weighted Citation Impact
- 0.00