Precise Image-level Localization of Intracranial Hemorrhage on Head CT Scans with Deep Learning Models Trained on Study-level Labels Article Swipe
Yunan Wu
,
Michael Iorga
,
Suvarna Badhe
,
James Zhang
,
Donald R. Cantrell
,
Elaine J. Tanhehco
,
Nicholas Szrama
,
Andrew M. Naidech
,
Michael Drakopoulos
,
Shamis T. Hasan
,
Kunal Patel
,
Tarek A. Hijaz
,
Eric J. Russell
,
Shamal Lalvani
,
Amit Adate
,
Todd B. Parrish
,
Aggelos K. Katsaggelos
,
Virginia Hill
·
YOU?
·
· 2024
· Open Access
·
· DOI: https://doi.org/10.1148/ryai.230296
YOU?
·
· 2024
· Open Access
·
· DOI: https://doi.org/10.1148/ryai.230296
To prioritize the reading of noncontrast head CT scans with intracranial hemorrhage, this weakly supervised detection workflow was highly generalizable, with good interpretability, high positive predictive values at the study level, and performance similar to two neuroradiologists.
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Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.1148/ryai.230296
- OA Status
- green
- Cited By
- 3
- References
- 21
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4401953142
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W4401953142Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.1148/ryai.230296Digital Object Identifier
- Title
-
Precise Image-level Localization of Intracranial Hemorrhage on Head CT Scans with Deep Learning Models Trained on Study-level LabelsWork title
- Type
-
articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2024Year of publication
- Publication date
-
2024-08-28Full publication date if available
- Authors
-
Yunan Wu, Michael Iorga, Suvarna Badhe, James Zhang, Donald R. Cantrell, Elaine J. Tanhehco, Nicholas Szrama, Andrew M. Naidech, Michael Drakopoulos, Shamis T. Hasan, Kunal Patel, Tarek A. Hijaz, Eric J. Russell, Shamal Lalvani, Amit Adate, Todd B. Parrish, Aggelos K. Katsaggelos, Virginia HillList of authors in order
- Landing page
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https://doi.org/10.1148/ryai.230296Publisher landing page
- Open access
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YesWhether a free full text is available
- OA status
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greenOpen access status per OpenAlex
- OA URL
-
https://www.ncbi.nlm.nih.gov/pmc/articles/11605431Direct OA link when available
- Concepts
-
Head (geology), Artificial intelligence, Medicine, Radiology, Deep learning, Computed tomography, Computer science, Computer vision, Geology, GeomorphologyTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
3Total citation count in OpenAlex
- Citations by year (recent)
-
2025: 2, 2024: 1Per-year citation counts (last 5 years)
- References (count)
-
21Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
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| primary_location.source.host_organization_name | Radiological Society of North America |
| primary_location.source.host_organization_lineage | https://openalex.org/P4310315931 |
| primary_location.license | |
| primary_location.pdf_url | |
| primary_location.version | publishedVersion |
| primary_location.raw_type | journal-article |
| primary_location.license_id | |
| primary_location.is_accepted | True |
| primary_location.is_published | True |
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| publication_date | 2024-08-28 |
| publication_year | 2024 |
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| abstract_inverted_index.of | 4 |
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| sustainable_development_goals[0].display_name | Quality Education |
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