Screening of Moyamoya Disease From Retinal Photographs: Development and Validation of Deep Learning Algorithms.

Authors:
Hong J; Yoon S; Shim KW; Park YR.

Journal:
Stroke

Publication Year: 2024

DOI:
10.1161/STROKEAHA.123.044026

PMCID:
PMC10896198

PMID:
38258570

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Journal Information

Journal Title: Stroke

Detailed journal information not available.

Publication Details

Subject Category: Peripheral Vascular Disease

Available in Europe PMC: Yes

Available in PMC: Yes

PDF Available: No

Transparency Score

4/6

66.7% Transparent

Transparency Indicators

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Core Indicators

Data Sharing

Code Sharing

Evidence found in paper:

"the study code was conducted with python v3 6 8; it is available online on github at the following link: https://github com/digitalhealthcarelab/23moyamoya ."

COI Disclosure

Evidence found in paper:

"Disclosures None."

Funding Disclosure

Evidence found in paper:

"Sources of Funding This study received financial support from the Ministry of Science and Information and Communication Technologies of Korea through the Medical AI Education and Overseas Expansion Support Project (S1124-22-1001) and a faculty research grant from the Yonsei University College of Medicine (6-2020-0217). Funding was used toward labor costs for data collection and analysis. The funding sources had no role in the design and conduct of the study."

Protocol Registration

Open Access

Paper is freely available to read

Additional Indicators

Replication

Novelty Statement

Assessment Info

Tool: rtransparent

OST Version: N/A

Last Updated: Aug 05, 2025