Deep-learning-based Detection and Segmentation-assisted Management on Brain Metastases.
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DOI: 10.1093/neuonc/noz234
Abstract: BACKGROUND Three-dimensional T1-magnetization-prepared rapid gradient-echo (3D-T1-MPRAGE) is preferred in detecting brain metastases (BMs) among MRI. We developed an automatic deep-learning-based detection and segmentation method for BMs (named BMDS net) on 3D-T1-MPRAGE images and evaluated its… read more here.
Keywords: brain metastases; detection; segmentation; bmds net ... See more keywords