Segment 100+ anatomical structures into Backblaze B2 — at PACS scale. A batch medical-imaging pipeline that ingests raw 3D CT/MRI volumes to Backblaze B2, runs TotalSegmentator locally to produce ...
When investigators recover human remains after a disaster, a plane crash, or years of exposure in a shallow grave, two of the ...
For patients with peritoneal metastases—cancer that has spread to the lining of the abdominal cavity—one number can shape the ...
A 3D U-Net segmenting liver, spleen, and pancreas from abdominal CT volumes — spanning easy (liver), medium (spleen), and hard (pancreas, ~4% of liver's voxel count) difficulty. Ground truth vs.
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The evolution of X-ray detection technology has significantly enhanced sensitivity and spatial resolution in non-destructive imaging of internal structure. However, the problem of low luminescence and ...
A post hoc analysis of the SCOT-HEART trial demonstrated that AI-derived left ventricular myocardial radiomic phenotypes from cardiac CT angiography (CTA) improved the long-term prediction of fatal or ...
自动分割在医学影像中的应用日益广泛,但许多工具需要命令行操作和环境配置。TotalSegmentator为计算机断层扫描(computed tomography, CT)和磁共振成像(magnetic resonance imaging, MRI)数据提 自动分割 ...
原创 最新推荐文章于 2026-10-01 16:42:02 发布 · 120 阅读 我敢打赌,碰到“3D Slicer中Auto3DSeg和TotalSegmentator插件安装失败”这个问题的人,十有八九都经历过同一个场景:天气不错、心情挺好,打开 ...
本文是专业学术论文解读,不做医疗建议。 一次原本用于检查肺部的 CT 扫描,除了发现肺结节,还能告诉我们什么?美国约翰斯·霍普金斯大学的研究团队将目光投向了胸部影像中的脊柱。他们想知道,能否利用这些影像测量骨密度,并从中发现与大脑衰老有关的线索。 2026 年 9 月 22 日,团队在《放射学》(Radiology)发表了一项研究。他们发现,胸椎骨密度较低的人,在随后约 5 年的随访中,整体认知能 ...
2016 年 11 月,深度学习先驱、诺贝尔物理学奖得主 Geoffrey Hinton 有过一则过于乐观的预言。他认为应该停止培养放射科医生,深度学习将在五年或十年内做得更好。 加拿大多伦多大学罗特曼管理 ...