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Effectiveness of traditional, artificial intelligence-assisted, and virtual reality training modalities for focused cardiac ultrasound skill acquisition: a randomised controlled study

Crossref DOI link: https://doi.org/10.1186/s13089-025-00469-7

Published Online: 2025-11-21

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Lau, Yie Hui

Acharyya, Sanchalika

Wee, Cadence Wei Lin

Xu, Huiying

Saclolo, Rafael Pulido

Cao, Kelly

Fong, Wee Kim
Clinical Trials ^BETA

Clinical trials referenced in this document:

nct06355557 at ClinicalTrials.gov

Documents that mention this clinical trial

Effectiveness of traditional, artificial intelligence-assisted, and virtual reality training modalities for focused cardiac ultrasound skill acquisition: a randomised controlled study
https://doi.org/10.1186/s13089-025-00469-7
Funding

Funding for this research was provided by:

Ng Teng Fong Health Innovation Program FY 2023 Pitch-for-Fund grant (NTF_FY2023_I_C3_02)
License Information

Text and Data Mining valid from 2025-11-21

Version of Record valid from 2025-11-21
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Article History

Received: 3 September 2025

Accepted: 10 November 2025

First Online: 21 November 2025

Declarations

:

: Ethics approval was provided by the National Healthcare Group Domain Specific Review Board (NHG DSRB 2023/00640).

: Not applicable.

: The authors declare no competing interests.

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