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eess.IV2025
In-context learning for medical image segmentation
Eichi Takaya, Shinnosuke Yamamoto
Annotation of medical images, such as MRI and CT scans, is crucial for evaluating treatment efficacy and planning radiotherapy. However, the extensive workload of medical professio…
eess.IV2024
PlaNet-S: Automatic Semantic Segmentation of Placenta
Shinnosuke Yamamoto, Isso Saito, Eichi Takaya +5
[Purpose] To develop a fully automated semantic placenta segmentation model that integrates the U-Net and SegNeXt architectures through ensemble learning. [Methods] A total of 218…