Sara Neves Silva, Sarah McElroy, Jordina Aviles Verdera, Kathleen Colford, Kamilah St Clair, Raphael Tomi-Tricot, Alena Uus, Valéry Ozenne, Megan Hall, Lisa Story, Kuberan Pushparajah, Mary A Rutherford, Joseph V Hajnal, Jana Hutter
PURPOSE: Widening the availability of fetal MRI with fully automatic real-time planning of radiological brain planes on 0.55T MRI. METHODS: Deep learning-based detection of key brain landmarks on a whole-uterus echo planar imaging scan enables the subsequent fully automatic planning of the radiological single-shot Turbo Spin Echo acquisitions. The landmark detection pipeline was trained on over 120 datasets from varying field strength, echo times, and resolutions and quantitatively evaluated...
April 22, 2024: Magnetic Resonance in Medicine