在CT中弱监督检测染细胞瘤和结瘤的检测
David C Oluigbo1, Bikash Santra1, Tejas Sudharshan Mathai1
1Imaging Biomarkers and Computer-Aided Diagnosis Laboratory, Radiology and Imaging Sciences, Clinical Center, National Institutes of Health, Bethesda MD, USA.
ArXiv
|March 26, 2024
概括
开发了一种使用3D细分的自动化方法,用于在CT扫描中检测罕见的Pheochromocytomas和Paragangliomas (PPGLs). 这种方法有助于放射科医生精确地定位和管理瘤,改进了手工方法.
科学领域:
- 放射学和医学成像学 医学成像学
- 在瘤学瘤学.
- 人工智能在医学中的应用
背景情况:
- 乳色细胞瘤和偏角细胞瘤 (PPGLs) 是具有转移潜力的罕见瘤,需要基于CT的精确监测.
- 在CT研究中手动对PPGL进行细分是耗时且具有挑战性的,因为瘤的变异性.
结论:
- 自动细分有望提高CT成像中PPGL检测的效率和准确性.
- 这种方法可以帮助临床医生管理PPGL等罕见癌症,通过促进大小估计和变化跟踪.
- 通过人工智能驱动的放射学分析,推进罕见瘤管理的最先进技术.
关键词:
这就是为什么CTCTCTCTCTCT深度学习 (Deep Learning) 是一种深度学习.检测 检测 检测 检测 检测为了贸易商的利益.染细胞瘤 (Pheochromocytomas) 是一种细胞瘤.分段化 分段化 分段化 分段化更多相关视频
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