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

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
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Using segmentation methods based on artificial intelligence technologies to build 3D models

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Vestnik nevrologii psihiatrii i nejrohirurgii (Bulletin of Neurology Psychiatry and Neurosurgery)
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Using segmentation methods based on artificial intelligence technologies to build 3D models

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article en

Abstract

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.

Vestnik nevrologii psihiatrii i nejrohirurgii (Bulletin of Neurology Psychiatry and Neurosurgery)(12)
Openalex Percentile: Top 76%
Medical Image Segmentation Techniques
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Using segmentation methods based on artificial intelligence technologies to build 3D models — В. М. Иванов, A. V. Sinegub, et al. · Vestnik nevrologii psihiatrii i nejrohirurgii (Bulletin of Neurology Psychiatry and Neurosurgery) (2024) | TGRS Research Map | TGRS