Towards improved 3D reconstruction of cystoscopies through real-time feedback for frame reacquisition Article Swipe
Rachel Eimen
,
Mayaank Pillai
,
Kristen R. Scarpato
,
Audrey K. Bowden
·
YOU?
·
· 2024
· Open Access
·
· DOI: https://doi.org/10.1364/boe.523361
YOU?
·
· 2024
· Open Access
·
· DOI: https://doi.org/10.1364/boe.523361
Cystoscopic video can be cumbersome to review; however, preservation of data in the form of 3D bladder reconstructions has the potential to improve patient care. Unfortunately, not all cystoscopy videos produce viable reconstructions, because their underlying frames contain artifacts such as motion blur and bladder debris, which consequently make them unusable for 3D reconstructions. Here, we develop a real-time pipeline, termed the Assessment and Feedback Pipeline (AFP), that alerts clinicians when unusable frames are detected and encourages them to recollect the last few seconds of data. We show that the AFP classifies frames as usable or unusable with a balanced accuracy of 81.60% and demonstrate that use of the AFP improves 3D reconstruction coverage. These results suggest that clinical implementation of the AFP would improve 3D reconstruction quality through real-time detection and recollection of unusable frames.
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Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.1364/boe.523361
- OA Status
- gold
- Cited By
- 1
- References
- 24
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4394869852
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W4394869852Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.1364/boe.523361Digital Object Identifier
- Title
-
Towards improved 3D reconstruction of cystoscopies through real-time feedback for frame reacquisitionWork title
- Type
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articleOpenAlex work type
- Language
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enPrimary language
- Publication year
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2024Year of publication
- Publication date
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2024-04-17Full publication date if available
- Authors
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Rachel Eimen, Mayaank Pillai, Kristen R. Scarpato, Audrey K. BowdenList of authors in order
- Landing page
-
https://doi.org/10.1364/boe.523361Publisher landing page
- Open access
-
YesWhether a free full text is available
- OA status
-
goldOpen access status per OpenAlex
- OA URL
-
https://doi.org/10.1364/boe.523361Direct OA link when available
- Concepts
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Computer science, Computer vision, Frame rate, Artificial intelligence, USable, Cystoscopy, 3D reconstruction, Frame (networking), Pipeline (software), Iterative reconstruction, Computer graphics (images), Medicine, Multimedia, Pathology, Telecommunications, Alternative medicine, Programming languageTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
1Total citation count in OpenAlex
- Citations by year (recent)
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2024: 1Per-year citation counts (last 5 years)
- References (count)
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24Number of works referenced by this work
- Related works (count)
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10Other works algorithmically related by OpenAlex
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| referenced_works | https://openalex.org/W2019104867, https://openalex.org/W2089386425, https://openalex.org/W2436818562, https://openalex.org/W2034780774, https://openalex.org/W2592027433, https://openalex.org/W2439058561, https://openalex.org/W2081713725, https://openalex.org/W3012496351, https://openalex.org/W6639169697, https://openalex.org/W6638156958, https://openalex.org/W2731629146, https://openalex.org/W6639471596, https://openalex.org/W4205458505, https://openalex.org/W1982471090, https://openalex.org/W2326851176, https://openalex.org/W2092285654, https://openalex.org/W2963320782, https://openalex.org/W4394947824, https://openalex.org/W3101882409, https://openalex.org/W1791880080, https://openalex.org/W1889064210, https://openalex.org/W4397009156, https://openalex.org/W4206485346, https://openalex.org/W1869805942 |
| referenced_works_count | 24 |
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| citation_normalized_percentile.is_in_top_1_percent | False |
| citation_normalized_percentile.is_in_top_10_percent | False |