Retrospective Multisite Multisoftware Analysis of Intravoxel Incoherent Motion (IVIM) Breast MRI
Motivation: Intravoxel incoherent motion (IVIM) MRI is helpful in breast tumor characterization, but variable performance exists in the literature. Goal(s): Translational assessment of multisite breast lesion data based on the 1st order radiomics features from each IVIM parameters perfusion fraction (fp), pseudodiffusivity (Dp) and tissue diffusivity (Dt) derived from multiple software platforms. Approach: This work used retrospective anonymized breast MRI data from three sites employing three different software to estimate the 1st order radiomics of fp, Dp and Dt, their software robustness, and diagnostic utility. Results: Dtmean, Dtminimum, and fpmean showed robustness across site/software; and Dtmean, Dtminimum showed highest and most consistent diagnostic utility. Impact: Multiple 1st order radiomics features of tissue diffusivity (Dt) or perfusion fraction (fp) obtained from a heterogeneous multi-site dataset showed software robustness and/or diagnostic utility, supporting their potential consideration in controlled prospective trials.
Authors
- Eric E. Sigmund (ORCID: https://orcid.org/0000-0001-6783-3611)
- Debosmita Biswas (ORCID: https://orcid.org/0000-0002-0798-5637)
- Savannah C. Partridge (ORCID: https://orcid.org/0000-0001-6370-9111)
- Katja Pinker (ORCID: https://orcid.org/0000-0002-2722-7331)
- Tone F. Bathen (ORCID: https://orcid.org/0000-0002-8582-6965)
- Nima Gilani (ORCID: https://orcid.org/0000-0002-6129-7763)
- Artem Mikheev (ORCID: https://orcid.org/0000-0002-1906-4894)
- Linda Moy (ORCID: https://orcid.org/0000-0001-9564-9360)
- Sunitha B. Thakur (ORCID: https://orcid.org/0000-0001-8090-3696)
- Dibash Basukala (ORCID: https://orcid.org/0000-0002-5820-866X)
- Mami Iima (ORCID: https://orcid.org/0000-0002-1991-2494)
Publication Details
- Journal
- Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
- Published
- 2024-11-26
- DOI
- https://doi.org/10.58530/2024/4763
- Primary Topic
- Medical Imaging Techniques and Applications
- Type
- article
- Field-Weighted Citation Impact
- 0.00