Survey of methods and principles in three-dimensional reconstruction from two-dimensional medical images

Three-dimensional (3D) reconstruction of human organs has gained attention in recent years due to advances in the Internet and graphics processing units. In the coming years, most patient care will shift toward this new paradigm. However, development of fast and accurate 3D models from medical image...

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Detalles Bibliográficos
Autores principales: Sarmah, Mriganka, Neelima, Arambam, Singh, Heisnam Rohen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Nature Singapore 2023
Materias:
Review
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10371974/
https://www.ncbi.nlm.nih.gov/pubmed/37495817
http://dx.doi.org/10.1186/s42492-023-00142-7
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author Sarmah, Mriganka
Neelima, Arambam
Singh, Heisnam Rohen
author_facet Sarmah, Mriganka
Neelima, Arambam
Singh, Heisnam Rohen
author_sort Sarmah, Mriganka
collection PubMed
description Three-dimensional (3D) reconstruction of human organs has gained attention in recent years due to advances in the Internet and graphics processing units. In the coming years, most patient care will shift toward this new paradigm. However, development of fast and accurate 3D models from medical images or a set of medical scans remains a daunting task due to the number of pre-processing steps involved, most of which are dependent on human expertise. In this review, a survey of pre-processing steps was conducted, and reconstruction techniques for several organs in medical diagnosis were studied. Various methods and principles related to 3D reconstruction were highlighted. The usefulness of 3D reconstruction of organs in medical diagnosis was also highlighted.
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spelling pubmed-103719742023-07-28 Survey of methods and principles in three-dimensional reconstruction from two-dimensional medical images Sarmah, Mriganka Neelima, Arambam Singh, Heisnam Rohen Vis Comput Ind Biomed Art Review Three-dimensional (3D) reconstruction of human organs has gained attention in recent years due to advances in the Internet and graphics processing units. In the coming years, most patient care will shift toward this new paradigm. However, development of fast and accurate 3D models from medical images or a set of medical scans remains a daunting task due to the number of pre-processing steps involved, most of which are dependent on human expertise. In this review, a survey of pre-processing steps was conducted, and reconstruction techniques for several organs in medical diagnosis were studied. Various methods and principles related to 3D reconstruction were highlighted. The usefulness of 3D reconstruction of organs in medical diagnosis was also highlighted. Springer Nature Singapore 2023-07-27 /pmc/articles/PMC10371974/ /pubmed/37495817 http://dx.doi.org/10.1186/s42492-023-00142-7 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Review
Sarmah, Mriganka
Neelima, Arambam
Singh, Heisnam Rohen
Survey of methods and principles in three-dimensional reconstruction from two-dimensional medical images
title Survey of methods and principles in three-dimensional reconstruction from two-dimensional medical images
title_full Survey of methods and principles in three-dimensional reconstruction from two-dimensional medical images
title_fullStr Survey of methods and principles in three-dimensional reconstruction from two-dimensional medical images
title_full_unstemmed Survey of methods and principles in three-dimensional reconstruction from two-dimensional medical images
title_short Survey of methods and principles in three-dimensional reconstruction from two-dimensional medical images
title_sort survey of methods and principles in three-dimensional reconstruction from two-dimensional medical images
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10371974/
https://www.ncbi.nlm.nih.gov/pubmed/37495817
http://dx.doi.org/10.1186/s42492-023-00142-7
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