Reliable deep diffusion tensor estimation: Rethinking the power of data-driven optimization routine

Jialong Li

doi:10.1016/j.engappai.2026.115781

Reliable deep diffusion tensor estimation: Rethinking the power of data-driven optimization routine

2026-07-28

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DOI：10.1016/j.engappai.2026.115781

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• A highly reliable DTI estimation method using data-driven optimization strategy. • Combining the advantage of model-based fitting and deep learning technique. • DoDTI is trained once and remains robust to diverse acquisition settings. • Evaluating its efficiency using various simulated datasets and in-vivo datasets. • DoDTI simultaneously achieves high-quality estimation and strong generalization.

Reliable deep diffusion tensor estimation: Rethinking the power of data-driven optimization routine

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