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- W4385557277 abstract "Multiple myeloma is a heterogeneous bone marrow cancer. Assessment of changes in mean apparent diffusion coefficient (ADC mean ) is helpful for evaluating treatment response but has not been feasible for the whole skeleton due to the time-consuming nature of manual segmentation. Whole-skeleton and per-station ADC mean were quantified from whole-body MRI using automated segmentation by an uncertainty-aware nnU-Net in 30 patients with plasma cell disorders and compared against the manual segmentation by radiologists. No differences were observed in whole-skeleton or per-station ADC mean when using the automatic and manual segmentations. Further investigation is required in a larger dataset, but initial results are promising." @default.
- W4385557277 created "2023-08-04" @default.
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- W4385557277 date "2023-08-03" @default.
- W4385557277 modified "2023-09-26" @default.
- W4385557277 title "Automatic segmentation of whole-body MRI using UnnU-Net: Feasibility of whole-skeleton ADC evaluation in plasma cell disorders" @default.
- W4385557277 doi "https://doi.org/10.58530/2022/2162" @default.
- W4385557277 hasPublicationYear "2023" @default.
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