The proposed method enables ultrafast 1 H-MRSI of the brain using a learned subspace, eliminating the need of acquiring subject-dependent navigator data (known as D 1 ) in the original SPICE technique. It represents a new way to perform MRSI experiments and an important step toward practical applications of high-resolution MRSI.
Keyphrases
- high resolution
- magnetic resonance
- energy transfer
- molecular docking
- resting state
- mass spectrometry
- electronic health record
- white matter
- big data
- electron transfer
- functional connectivity
- high speed
- tandem mass spectrometry
- machine learning
- computed tomography
- artificial intelligence
- magnetic resonance imaging
- fluorescence imaging
- deep learning