Scholarlink

This research study explores the integration of cloud-based platforms in telemedicine and RPM to enhance patient outcomes, reduce healthcare costs, and expand access to care, particularly for patients in underserved or rural places. Through the use of cloud infrastructure, cloud-based telemedicine eliminates the need for in-person consultations, diagnostic procedures, and treatment by facilitating real-time communication between patients and medical providers. Remote patient monitoring, supported by cloud services, makes use of wearable technology and sensors to continuously collect and analyse patient health data, enabling early intervention and proactive management of chronic conditions. This study looks at how cloud-based telemedicine and remote patient monitoring (RPM) have the potential to fundamentally alter the delivery of healthcare. Medical professionals, especially those who treat patients in underprivileged or rural regions, can use cloud technology to give patients quality, affordable, and quickly accessible care. The paper examines the primary benefits of cloud-based telemedicine and remote patient monitoring (RPM), including improved patient outcomes, improved care coordination, and reduced healthcare costs. The paper also examines the potential effects of RPM and cloud-based telemedicine on international healthcare systems, highlighting their potential to improve patient outcomes generally and lessen healthcare disparities.

错误：搜索内容不能为空，请输入英文关键词
错误：关键词超出字数限制，请精简
高级检索

A Cloud-Based Architecture for Early Detection of Heart Disease with Machine Learning Algorithms

  • 会议论文

  • 发表日期：

    2026年

查看全文
  • Shafaque Akhtar,
  • Arkaprabha Rakshit,
  • Sushruta Mishra,
  • Bharati Rathore,
  • Lu Wang,
  • Xinlei Chu

摘要

This research study explores the integration of cloud-based platforms in telemedicine and RPM to enhance patient outcomes, reduce healthcare costs, and expand access to care, particularly for patients in underserved or rural places. Through the use of cloud infrastructure, cloud-based telemedicine eliminates the need for in-person consultations, diagnostic procedures, and treatment by facilitating real-time communication between patients and medical providers. Remote patient monitoring, supported by cloud services, makes use of wearable technology and sensors to continuously collect and analyse patient health data, enabling early intervention and proactive management of chronic conditions. This study looks at how cloud-based telemedicine and remote patient monitoring (RPM) have the potential to fundamentally alter the delivery of healthcare. Medical professionals, especially those who treat patients in underprivileged or rural regions, can use cloud technology to give patients quality, affordable, and quickly accessible care. The paper examines the primary benefits of cloud-based telemedicine and remote patient monitoring (RPM), including improved patient outcomes, improved care coordination, and reduced healthcare costs. The paper also examines the potential effects of RPM and cloud-based telemedicine on international healthcare systems, highlighting their potential to improve patient outcomes generally and lessen healthcare disparities.