Papers Patient-Specific Segmentation

“Patient-Specific Segmentation” 태그가 달린 논문 3편 · 필터 해제

Memory-based Ensemble Learning in CMR Semantic Segmentation

2025-02-13 · Yiwei Liu, Ziyi Wu, Liang Zhong, Linyi Wen 외

Existing models typically segment either the entire 3D frame or 2D slices independently to derive clinical functional metrics from ventricular segmentation in cardiac cine sequences. While performing well overall, they s…

Ensemble Learning Patient-Specific Segmentation Segmentation Semantic Segmentation

Part-aware Personalized Segment Anything Model for Patient-Specific Segmentation

2024-03-08 · Chenhui Zhao, Liyue Shen

Precision medicine, such as patient-adaptive treatments utilizing medical images, poses new challenges for image segmentation algorithms due to (1) the large variability across different patients and (2) the limited avai…

Patient-Specific Segmentation Personalized Segmentation

Deep Cerebellar Nuclei Segmentation via Semi-Supervised Deep Context-Aware Learning from 7T Diffusion MRI

2020-04-21 · Jin-Young Kim, Remi Patriat, Jordan Kaplan, Oren Solomon 외

Deep cerebellar nuclei are a key structure of the cerebellum that are involved in processing motor and sensory information. It is thus a crucial step to accurately segment deep cerebellar nuclei for the understanding of …

Diffusion MRI Patient-Specific Segmentation Segmentation