“…Both clinicians and radiologists need to be aware that – due to the presence of confounding factors such as T1 relaxation, T2(*) decay, multi-frequency interference effects of protons in fat [6, 7, 18, 20, 21], noise bias[22], and eddy currents[23] – conventional MRS and MRI methods may be inaccurate, non-robust, and non-reproducible. Advanced MRS and MRI methods address these confounders to estimate the proton density fat fraction, a standardized biomarker of liver fat content that is accurate[5, 7, 36] reproducible across different scanners[37, 38] and field strengths[37, 38], and robust to routine acquisition parameter changes that are common in clinical practice and may occur in clinical trials.…”