An overview of image registration for aligning mass spectrometry imaging with clinically relevant imaging modalities

•Mass spectrometry imaging (MSI) is a powerful molecular imaging technique.•Integration with other imaging modalities is essential in clinical MSI.•Image integration is performed by image registration techniques.•Technical potential of image registration in MSI has not been fully exploited.•Roadmap proposed to improve registration accuracy.