新的放射科基础模型显示出前景，但评估和转化挑战依然存在 · 跟踪 4 个来源

报道来源 [4]

1. arXiv cs.AI TIER_1 English(EN) · Alejandro Vergara-Richart (Quantitative Imaging Biomarkers in Medicine, Quibim S.L., Val\`encia, Spain, Universitat Polit\`ecnica de Val\`encia, Val\`encia, Spain), Xavier Rafael-Palou (Quantitative Imaging Biomarkers in Medicine, Quibim S.L., Val\`encia… · 2026-07-09 04:00

   放射科的视觉基础模型：数据、方法、评估和临床转化范围审查

   arXiv:2607.07219v1 Announce Type: cross Abstract: Vision foundation models (VFMs) are increasingly being developed for radiological imaging, yet their definition, development and evaluation remain heterogeneous. We conducted a PRISMAScR scoping review of peer-reviewed studies pub…

2. arXiv cs.AI TIER_1 English(EN) · Ana Jiménez-Pastor · 2026-07-08 10:01

   放射科的视觉基础模型：数据、方法、评估和临床转化范围审查

   Vision foundation models (VFMs) are increasingly being developed for radiological imaging, yet their definition, development and evaluation remain heterogeneous. We conducted a PRISMAScR scoping review of peer-reviewed studies published between January 2017 and March 2026 describ…

3. arXiv cs.AI TIER_1 English(EN) · Suneeta Mall, Vladimir Nekrasov, Ashnil Kumar, Sajith Karunasena, Aiden Nibali, Alix Bird, Mateo Diaz Shine, Jarrel Seah · 2026-07-08 04:00

   Harrison.Rad 1.5 技术报告：能够根据图像、先验信息和临床背景起草报告的放射学基础模型

   arXiv:2607.05880v1 Announce Type: cross Abstract: Imaging demand is growing faster than the radiology workforce can expand, and reporting backlogs cannot be resolved through training and recruitment alone. The most direct opportunity is reducing the time and effort radiologists s…

4. arXiv cs.CV TIER_1 English(EN) · Jarrel Seah · 2026-07-07 06:23

   Harrison.Rad 1.5 技术报告：可根据图像、先验信息和临床背景起草报告的放射学基础模型

   Imaging demand is growing faster than the radiology workforce can expand, and reporting backlogs cannot be resolved through training and recruitment alone. The most direct opportunity is reducing the time and effort radiologists spend producing reports, a task that requires inter…