English (United Kingdom)

https://curated-unify.zendy.io/wp-json/zendy-region/v1/featured_content/oa?rat=en

https://curated-unify.zendy.io/wp-json/zendy-region/v1/highlighted_journal/

Global: Zendy Plus annual

Presents the access of premium content as premium feature

Premium Content

Presents the keyphrase highlighting as premium feature

Keyphrase Highlighting

Presents the summarisation as premium feature

Summarisation

Insights

Presents the pdf analysis as premium feature

PDF Analysis

Presents the zaia usage as premium feature

ZAIA

Global: Zendy Plus monthly

Global: Zendy Tools annual

Global: Zendy Tools monthly

Global: Zendy Free Plan

Purpose: Widening the availability of fetal MRI with fully automaticreal-time planning of radiological brain planes on 0.55T MRI. Methods: Deeplearning-based detection of key brain landmarks on a whole-uterus EPI scanenables the subsequent fully automatic planning of the radiological single-shotTurbo Spin Echo acquisitions. The landmark detection pipeline was trained onover 120 datasets from varying field strength, echo times and resolutions andquantitatively evaluated. The entire automatic planning solution was testedprospectively in nine fetal subjects between 20 and 37 weeks. Comprehensiveevaluation of all steps, the distance between manual and automatic landmarks,the planning quality and the resulting image quality was conducted. Results:Prospective automatic planning was performed in real-time without latency inall subjects. The landmark detection accuracy was 4.21+-2.56 mm for the fetaleyes and 6.47+-3.23 for the cerebellum, planning quality was 2.44/3 (comparedto 2.56/3 for manual planning) and diagnostic image quality was 2.14 comparedto 2.07 for manual planning. Conclusions: Real-time automatic planning of allthree key fetal brain planes was successfully achieved and will pave the waytowards simplifying the acquisition of fetal MRI thereby widening theavailability of this modality in non-specialist centres.

Fully automated planning for anatomical fetal brain MRI on 0.55T