Jove
Visualize
联系我们
JoVE
x logofacebook logolinkedin logoyoutube logo
关于 JoVE
概览领导团队博客JoVE 帮助中心
作者
出版流程编辑委员会范围与政策同行评审常见问题投稿
图书馆员
用户评价订阅访问资源图书馆顾问委员会常见问题
研究
JoVE JournalMethods CollectionsJoVE Encyclopedia of Experiments存档
教育
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab Manual教师资源中心教师网站
使用条款与条件
隐私政策
政策

相关概念视频

Combination Therapies and Personalized Medicine02:50

Combination Therapies and Personalized Medicine

Combining two or more treatment methods increases the life span of cancer patients while reducing damage to vital organs or tissue from the overuse of a single treatment. Combination therapy also targets different cancer-inducing pathways, thus reducing the chances of developing resistance to treatment.
The combination of the drug acetazolamide and sulforaphane is a good example of combination therapy to treat cancer. The cells in the interior of a large tumor often die due to the hypoxic and...

您也可能阅读

相关文章

通过共同作者、期刊和引用图与本文相关的文章。

排序
Same author

Structural insights into Arabidopsis thaliana CTS-mediated fatty acid and hormone metabolism.

Nature communications·2026
Same author

Enhanced Polar Auxin Transport and Reduced Brassinosteroid Activity Drive Internode Elongation in Chinese Fir (<i>Cunninghamia lanceolata</i>).

Plants (Basel, Switzerland)·2026
Same author

Correction: A new mechanism of arterial calcification in diabetes: interaction between H3K18 lactylation and CHI3L1.

Clinical science (London, England : 1979)·2026
Same author

Corrigendum to 'Dapagliflozin activates the RAP1B/NRF2/GPX4 signaling and promotes mitochondrial biogenesis to alleviate vascular endothelial ferroptosis' [Cell Signal. 2025 Aug, 132:111824].

Cellular signalling·2026
Same author

Neutrophil-lymphocyte ratio, albumin-alkaline phosphatase ratio, and bilirubin predict outcomes in hepatectomy hepatolithiasis patients.

World journal of gastrointestinal surgery·2026
Same author

Beyond metal-centric catalysis in dual-atom catalysts: bridge N sites drive dehydrogenation <i>via</i> Co-Cu synergy.

Physical chemistry chemical physics : PCCP·2026

相关实验视频

Updated: Jun 23, 2026

Comprehensive Protocol to Sample and Process Bone Marrow for Measuring Measurable Residual Disease and Leukemic Stem Cells in Acute Myeloid Leukemia
09:57

Comprehensive Protocol to Sample and Process Bone Marrow for Measuring Measurable Residual Disease and Leukemic Stem Cells in Acute Myeloid Leukemia

Published on: March 5, 2018

29.6K

结合CBC和CPD数据的急性白血病预警模型基于机器学习.

Hong-Wei Gao1, Ying-Ying Wang1, Xiang Li2

  • 1Laboratory Medicine Center, The Second Hospital of Lanzhou University, Lanzhou, China.

International journal of laboratory hematology
|August 6, 2025
PubMed
概括

使用全血细胞计 (CBC) 和细胞群数据 (CPD) 的新警告模型可以帮助早期检测急性白血病 (AL). 支持矢量机 (SVM) 模型在识别AL患者方面表现出高准确性.

关键词:
在CBC中,CBC就是CBC.在CPD中,CPD是指CPD.在SVM模型中,SVM模型是SVM.患有急性白血病的人.验证验证的时间警告模型的警告模型.

更多相关视频

Flow Cytometry to Estimate Leukemia Stem Cells in Primary Acute Myeloid Leukemia and in Patient-derived-xenografts, at Diagnosis and Follow Up
09:01

Flow Cytometry to Estimate Leukemia Stem Cells in Primary Acute Myeloid Leukemia and in Patient-derived-xenografts, at Diagnosis and Follow Up

Published on: March 26, 2018

14.1K
Intracellular Phosphoflow Cytometry of Acute Myeloid Leukemia Patient-Derived Xenotransplants
07:38

Intracellular Phosphoflow Cytometry of Acute Myeloid Leukemia Patient-Derived Xenotransplants

Published on: June 6, 2025

269

相关实验视频

Last Updated: Jun 23, 2026

Comprehensive Protocol to Sample and Process Bone Marrow for Measuring Measurable Residual Disease and Leukemic Stem Cells in Acute Myeloid Leukemia
09:57

Comprehensive Protocol to Sample and Process Bone Marrow for Measuring Measurable Residual Disease and Leukemic Stem Cells in Acute Myeloid Leukemia

Published on: March 5, 2018

29.6K
Flow Cytometry to Estimate Leukemia Stem Cells in Primary Acute Myeloid Leukemia and in Patient-derived-xenografts, at Diagnosis and Follow Up
09:01

Flow Cytometry to Estimate Leukemia Stem Cells in Primary Acute Myeloid Leukemia and in Patient-derived-xenografts, at Diagnosis and Follow Up

Published on: March 26, 2018

14.1K
Intracellular Phosphoflow Cytometry of Acute Myeloid Leukemia Patient-Derived Xenotransplants
07:38

Intracellular Phosphoflow Cytometry of Acute Myeloid Leukemia Patient-Derived Xenotransplants

Published on: June 6, 2025

269

科学领域:

  • 血液学 血液学 血液学
  • 医疗信息学 医疗信息学
  • 医疗保健中的机器学习

背景情况:

  • 急性白血病 (AL) 的早期诊断对于改善患者生存率至关重要.
  • 完整血清 (CBC) 和细胞群数据 (CPD) 对疾病检测有价值.
  • 开发有效的预警模型可以帮助临床医生诊断AL.

研究的目的:

  • 开发和评估用于检测急性白血病 (AL) 的预警模型.
  • 为了利用完整血清 (CBC) 和细胞群数据 (CPD) 进行AL查.
  • 为了比较不同机器学习模型在AL诊断中的性能.

主要方法:

  • 追溯收集来自AL和非AL患者的CBC和CPD数据.
  • 支持矢量机 (SVM),随机森林 (RF) 和物流回归 (LR) 模型的开发.
  • 使用独立测试和验证数据集验证最佳模型.

主要成果:

  • 与RF和LR模型相比,SVM模型显示出更高的诊断准确性.
  • SVM模型实现了高精度 (92.93%的训练,89.66%的测试) 和AUC (0.981的训练,0.959的测试).
  • 在外部验证中,SVM模型显示了令人满意的有效性和可行性 (76.34%准确率,0.841 AUC).

结论:

  • 支持矢量机 (SVM) 模型显示了作为急性白血病 (AL) 临床查工具的巨大潜力.
  • 开发的模型有效地利用CBC和CPD来检测AL.
  • SVM模型的性能支持其可用于帮助临床诊断的可行性.