PMID- 34892086 OWN - NLM STAT- MEDLINE DCOM- 20211231 LR - 20230916 IS - 2694-0604 (Electronic) IS - 2375-7477 (Print) IS - 2375-7477 (Linking) VI - 2021 DP - 2021 Nov TI - Transitive Inverse Consistent Rigid Longitudinal Registration of Diffusion Weighted Magnetic Resonance Imaging: A Case Study in Athletes With Repetitive Non-Concussive Head Injuries. PG - 3906-3911 LID - 10.1109/EMBC46164.2021.9629871 [doi] AB - Significant longitudinal changes in metrics derived from diffusion weighted magnetic resonance (MR) images of the brain have been observed in athletes subject to repetitive non-concussive head injuries (RHIs). Accurate alignment of longitudinal scans of a subject is an important step in detecting and quantifying these changes. Currently, tools such as DSI Studio [1], FreeSurfer [2], and FSL [3] perform pairwise rigid registration of all scans in a longitudinal sequence to the first time-point scan (or to another reference scan or template). While the rigid transformations obtained using this strategy can be computed in a manner that enforces inverse consistency, for the case of three or more scans, the transformations are not transitive. This can lead to discrepancy in the rigid transformations that can be measured in physical units. Using a diffusion MRI dataset collected and analyzed as part of a larger study in [4], [5], [6], we illustrate this discrepancy, and we show how it can lead to uncertainty in local/regional estimates of diffusion metrics including fractional anistropy (FA), mean diffusivity (MD), and quantitatve anisotropy (QA). Additionally, we propose a method to perform transitive longitudinal rigid registration of a sequence of scans in a manner that guarantees that the discrepancy in the transformations will be eliminated.Clinical relevance- This paper establishes that standard processing pipelines for performing longitudinal analysis of diffusion MR images of the brain exhibit registration discrepancies that can be eliminated. FAU - Prajapati, Harshkumar S AU - Prajapati HS FAU - Merchant-Borna, Kian AU - Merchant-Borna K FAU - Bazarian, Jeffrey J AU - Bazarian JJ FAU - Linte, Cristian A AU - Linte CA FAU - Cahill, Nathan D AU - Cahill ND LA - eng GR - R35 GM128877/GM/NIGMS NIH HHS/United States PT - Journal Article PT - Research Support, N.I.H., Extramural PT - Research Support, U.S. Gov't, Non-P.H.S. PL - United States TA - Annu Int Conf IEEE Eng Med Biol Soc JT - Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference JID - 101763872 SB - IM MH - Athletes MH - *Craniocerebral Trauma MH - *Diffusion Tensor Imaging MH - Humans MH - Magnetic Resonance Imaging MH - Magnetic Resonance Spectroscopy PMC - PMC9139041 MID - NIHMS1808208 EDAT- 2021/12/12 06:00 MHDA- 2022/01/01 06:00 PMCR- 2022/05/27 CRDT- 2021/12/11 01:03 PHST- 2021/12/11 01:03 [entrez] PHST- 2021/12/12 06:00 [pubmed] PHST- 2022/01/01 06:00 [medline] PHST- 2022/05/27 00:00 [pmc-release] AID - 10.1109/EMBC46164.2021.9629871 [doi] PST - ppublish SO - Annu Int Conf IEEE Eng Med Biol Soc. 2021 Nov;2021:3906-3911. doi: 10.1109/EMBC46164.2021.9629871.