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Title:

Surgical scene generation and adversarial networks for physics-based iOCT synthesis.

Document type:
Journal Article
Author(s):
Sommersperger, Michael; Martin-Gomez, Alejandro; Mach, Kristina; Gehlbach, Peter Louis; Ali Nasseri, M; Iordachita, Iulian; Navab, Nassir
Abstract:
The development and integration of intraoperative optical coherence tomography (iOCT) into modern operating rooms has motivated novel procedures directed at improving the outcome of ophthalmic surgeries. Although computer-assisted algorithms could further advance such interventions, the limited availability and accessibility of iOCT systems constrains the generation of dedicated data sets. This paper introduces a novel framework combining a virtual setup and deep learning algorithms to generate...     »
Journal title abbreviation:
Biomed Opt Express
Year:
2022
Journal volume:
13
Journal issue:
4
Pages contribution:
2414-2430
Fulltext / DOI:
doi:10.1364/BOE.454286
Pubmed ID:
http://view.ncbi.nlm.nih.gov/pubmed/35519277
Print-ISSN:
2156-7085
TUM Institution:
Klinik und Poliklinik für Augenheilkunde
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