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Introduction of an Integrated Pathology Image Management, Artificial Intelligence, and Reporting System
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算法检测ISUP ≥2前列腺癌使用犬类检测检测.

Margaux Hermieu1, Alice Roux2, Loïc Desquilbet2,3

  • 1National Veterinary School of Alfort, Nosaïs Team, Maisons-Alfort, France. margaux.hermieu@gmail.com.

World journal of urology
|September 10, 2025
PubMed
概括
此摘要是机器生成的。

狗的检测显示了改善前列腺癌诊断的前景. 将狗气味检测集成到诊断算法中可以提高高度前列腺癌的检测率 (ISUP ≥2),减少不必要的活检.

关键词:
决策算法 决策算法诊断得分 诊断得分 诊断得分狗狗狗狗狗狗狗狗狗狗狗狗狗狗狗狗狗狗狗狗狗狗狗狗狗狗狗狗狗狗狗狗狗狗狗狗狗狗狗狗狗狗嗅觉检测 嗅觉检测是一种嗅觉检测.前列腺癌的诊断诊断是什么

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科学领域:

  • 泌尿器科 泌尿器科 泌尿器科 泌尿器科
  • 兽医医学 兽医医学 兽医医学
  • 诊断科学 诊断科学 诊断科学

背景情况:

  • 高度前列腺癌的查和诊断 (国际泌尿病学学会 (ISUP) ≥2) 提出了重大的临床挑战.
  • 准确的早期检测对于有效的患者管理和治疗计划至关重要.

研究的目的:

  • 评估犬类检测的潜力,作为ISUP ≥2前列腺癌现有诊断方案的辅助.
  • 开发一种决策算法,包括对怀疑患有前列腺癌的男性进行犬类检测.

主要方法:

  • 一项前性研究涉及151名怀疑患有前列腺癌的男性,根据活检结果进行分类 (78名ISUP≥2,73名没有).
  • 分析了八个危险因素:BMI,家族病史,年龄,吸烟,高血压,数字直肠检查,PSA水平和前列腺MRI.
  • 创建了两个诊断算法:前列腺检测得分 (临床变量) 和前列腺K9检测得分 (临床变量 + 狗检测).

主要成果:

  • 前列腺检测得分利用年龄,血压,数字直肠检查和MRI发现.
  • 前列腺K9DetectScore将这些临床因素与犬类检测结果结合起来.
  • 涉及犬类检测的算法表明ISUP ≥2前列腺癌的检测率增加.

结论:

  • 狗的检测,当集成到一个决策算法,提高诊断准确性显著的前列腺癌 (ISUP ≥2).
  • 这种方法有可能减少侵入性和不必要的前列腺活检的数量,改善患者的治疗结果和医疗保健效率.