人工智能增强了当代肺高血压护理
Pyi Naing1,2,3,4,5, Gregory M Scalia1,3, Dale Murdoch1,3
1The Prince Charles Hospital, Australia.
肺高血压 (PH) 的诊断是具有挑战性的. 人工智能 (AI) 为早期PH识别和管理提供了个性化的方法,改善了患者的治疗结果.
科学领域:
- 心脏病学和医学成像学
- 人工智能在医学中的应用
- 肺部医学 肺部医学
背景情况:
- 肺高血压 (PH) 是一个重要的公共卫生问题,与死亡率的增加有关.
- 诊断方面的挑战和复杂的病因往往导致PH诊断延迟或错过.
- 早期发现PH对于及时干预和改善患者预后至关重要.
研究的目的:
- 审查人工智能 (AI) 在改善肺高血压 (PH) 早期识别和管理方面的作用.
- 探索人工智能辅助工具如何提高诊断准确性和患者PH的分组.
- 讨论人工智能与临床和心声学数据的整合,以进行个性化的PH评估.
主要方法:
- 关于在PH诊断和管理中AI应用的当前文献的综述.
- 讨论人工智能驱动的心声回声技术,包括图像指导,自动测量,深度表型和智能报告.
- 探索多层次的人工智能集成,结合临床和成像数据进行风险分层.
主要成果:
- 人工智能证明了早期PH识别的简化,个性化的方法的潜力.
- 人工智能辅助分组可以有效地突出显示需要进一步调查PH的患者.
- 与心声回声学集成的AI可以改善PH的检测,特别是由于左心病引起的PH.
结论:
- 人工智能技术为改善肺高血压的诊断和管理提供了一个有希望的途径.
- 人工智能可以通过协助选择高风险个体进行专家评估来实现医疗保健的民主化.
- 将人工智能集成到临床工作流程中,有可能显著改善PH患者的治疗结果.
更多相关视频
04:54Invasive Hemodynamic Assessment for the Right Ventricular System and Hypoxia-Induced Pulmonary Arterial Hypertension in Mice
Published on: October 24, 2019
07:29The Left Pneumonectomy Combined with Monocrotaline or Sugen as a Model of Pulmonary Hypertension in Rats
Published on: March 8, 2019
相关概念视频
Treatment for Pulmonary Arterial Hypertension: Prostacyclin Receptor Agonists
These agonists bind to the IPR receptor situated on the plasma membrane of the pulmonary artery smooth muscle cells. This binding triggers a cascade of reactions known as the GS-AC-cAMP-PKA pathway. This pathway results in the relaxation of smooth muscle...
Treatment for Pulmonary Arterial Hypertension: Receptor Tyrosine Kinase Inhibitors and Calcium Channel Blockers
TKIs, such as imatinib (Gleevec), are particularly effective in tackling the growth and mitogenic factors that become upregulated in PAH patients. These factors contribute to the...
Treatment for Pulmonary Arterial Hypertension: Oxygen Therapy for Respiratory Failure
Oxygen therapy is vital in increasing and maintaining blood oxygen levels in PAH patients. As a result, it aids in reducing fatigue,...
Treatment for Pulmonary Arterial Hypertension: Endothelin Receptor Antagonists
ETs are synthesized through a complex sequence of enzymatic steps, primarily involving an enzyme referred to as endothelin-converting enzyme...
Pulmonary Hypertension: Classification and Pathogenesis
There are various classifications for PH, each relating to different underlying causes and also...
Heart Failure VI: Adjunct Therapies
