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Question Posted 11/13/17:
In ADNI 3, fieldmap scans on Philips sites seem to include two magnitude images and two phase images. I would like to convert the unit of these two phase images into those in radians in order to generate a real fieldmap in rad/s. Would you provide the information about it? I am not sure about the unit of original phase images of Philips scanners.
Response posted 11/13/17 by Rob Reid:
Unfortunately I can't give you a simple answer, because the file format for field maps changes with _scanner_ software version, and the apparent intensity scaling depends on the software _you_ are using.

Philips sometimes writes field maps as [real TE1, imag TE1, real TE2, imag TE2], but for ADNI3 they are coming out as [mag TE1, phase TE1, mag TE2, phase TE2] as you said. Technically the intensity scaling on the phase images is set in the DICOM headers, but in practice I convert to .nii as soon as possible, and different versions of dcm2niix produce different scalings, either -pi to pi, or (-pi, pi) * 2e8! Either way, though the images are wrapped phase images, so whatever the scaling is, the actual minimum and maximum values are really (-pi, pi), so you can solve for the scaling.

You will need deltaTE = TE2 - TE1, and you can get the Echo Times from the DICOM headers of the 1st and 2nd set.

I hope this helps.
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