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An interactive cascaded deep learning framework with expert refinement for accurate striatal subregion segmentation | Synapse
March 3, 2026
Open Access
An interactive cascaded deep learning framework with expert refinement for accurate striatal subregion segmentation
JK
Jong Woo Kim
DK
Daewoon Kim
SK Group (South Korea)
SK
Sungyu Kim
Seoul National University
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Puntos clave
Accurate segmentation is achieved through a refined deep learning framework, enhancing precision in striatal subregion identification.
The framework demonstrates improved performance, likely showing a substantial increase in accuracy metrics compared to standard methods.
Cascaded deep learning techniques, combined with expert refinement, enable effective segmentation of neural structures.
These findings may enable better understanding of neurological functions via precise striatal subregion mapping.
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Kim et al. (Wed,) studied this question.
synapsesocial.com/papers/69a75c6dc6e9836116a254e1
https://doi.org/https://doi.org/10.1038/s41598-026-36399-0
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