This session will highlight recent advances in fat–water separation techniques, chemical shift imaging, and MR spectroscopy, with a particular emphasis on software frameworks and quantitative analysis tools. Contributions will cover methodological innovations, validation studies, reflecting current challenges and emerging opportunities.