2.5D and 3D segmentation of brain metastases with deep learning on multinational MRI data.
Ottesen JA, Yi D, Tong E, Iv M, Latysheva A, Saxhaug C, Jacobsen KD, Helland Å, Emblem KE, Rubin DL, Bjørnerud A, Zaharchuk G, Grøvik E.
Ottesen JA, et al.
Front Neuroinform. 2023 Jan 18;16:1056068. doi: 10.3389/fninf.2022.1056068. eCollection 2022.
Front Neuroinform. 2023.
PMID: 36743439
Free PMC article.
Segmentation and detection performance was evaluated by: (1) the dice similarity coefficient, (2) a per-metastases and the average detection sensitivity, and (3) the number of false positives. RESULTS: The 2.5D and 3D models achieved similar results, albeit the 2.5D …
Segmentation and detection performance was evaluated by: (1) the dice similarity coefficient, (2) a per-metastases and the average detection …