Accelerated 2D DL, 3D Cube, and 3D qDESS protocols demonstrated diagnostic agreement and diagnostic image quality comparable to the conventional knee MRI protocol while reducing scan time to ~ 6 min.
Clinical 7-minute five-sequence 3-T knee MRI with deep learning reconstruction provides good to excellent diagnostic performance for detecting arthroscopy-validated internal derangement of the knee with high diagnostic performance for arthroscopy-validated abnormalities.
Yannik Leonhardt, Jan Vosshenrich, Meghan Jardon et al.· AJR. American journal of roe...· 0 citations
T2 values obtained with the MAGiC sequence are stable across TH3, TH4, and TH5, allowing for reliable cartilage T2 quantification using TH5 to reduce patient scan time.
Wen-Hao Wu, Yi-Ying Hu, Dan-Tian Zhu et al.· 0 citations
Addition of ZTE DL sequences to standard MRI protocols of hands and feet at 1.5 T demonstrated similar findings in the assessment of pathological bone changes, but with higher diagnostic confidence compared to conventional MR sequences and radiographs, however, further validation against a reference standard is require...
Carina Obermüller, Karolina Pawlus, M. Lohézic et al.· Diagnostics· 0 citations
Findings indicate that MR sialography may be valuable for assessing the mandibular-sublingual salivary duct complex, a common site of salivary diseases in dogs, and may provide a normal reference for future studies on salivary gland diseases in dogs.
Seul-Bit Shin, Nohwon Park, Yu-Jin Jung et al.· Veterinary Radiology & Ultra...· 0 citations
The novel integration of coherent and incoherent undersampling via combined CAIPIRINHA and CS with DL reconstruction provides a robust framework for preserving image quality at acceleration factors beyond 8, enabling efficient high-resolution cervical spine MRI with scan time reductions exceeding 6-fold.
Frederik Abel, C. von Deuster, A. Walch et al.· Investigative Radiology· 0 citations
DL-based reconstruction improves quantitative and qualitative image quality in multi-shot breast DWI while reducing scan time, and its potential integration into clinical breast MRI is supported.
Jin Joo Kim, Jin You Kim, Lee Hwangbo et al.· European Journal of Radiolog...· 1 citation
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