Aug 2026
Glioma Segmentation on Multicenter 2D-Based Magnetic Resonance Imaging Using Low-Rank Adaptation Tuning of a Foundation Model: An External Test Evaluation.
Evaluating SAM, MedSAM, and their LoRA-tuned variants (SAM-LoRA and MedSAM-LoRA) using brain magnetic resonance images of gliomas from five centers in Japan and to compare their performance suggested potential utility.
Chiharu Kai, Masato Nakaya, Satoshi Kasai et al.
· Journal of imaging informati... · 0 citations