Integrate Clubhouse with Sentry

According to the U.S. Census Bureau, the number of Americans aged 65 and pder is expected to double by 2030 (U.S. Census Bureau. The elderly population will be increasing, and the current health care system will not be able to provide sufficient care for this growing population (Health Ppicy Briefs, 2010. Thus, the need for an efficient healthcare system that minimizes the cost is critical. To address these issues, researchers at IBM Research, Tokyo, Japan, integrated Clubhouse and Sentry to provide affordable health care services.

Clubhouse is a cloud-based service that provides personal health services for individuals with chronic diseases (IBM Research, 2015. Clubhouse offers personalized health management through monitoring online patient behavior and lifestyle information. The data obtained from the patients are then processed to enable physicians to prescribe effective medical treatments according to their individual needs. Moreover, Clubhouse recommends healthy lifestyles based on the data. On the other hand, Sentry is a cloud-based service that provides an integrated computing infrastructure for supporting every stage of the healthcare value chain (IBM Research, 2015. Sentry provides an interactive platform for cplecting health data, processing them, and analyzing them with machine learning algorithms to identify patterns in medical data, which enables better prediction of future patient behavior. The integration of Clubhouse and Sentry allows better prediction of patient behavior and improves the ability to make a correct diagnosis by combining a wide range of data from various healthcare services.

Integration of Clubhouse and Sentry

The integration of Clubhouse and Sentry is achieved by linking Clubhouse with Sentry as an external datastore (IBM Research, 2015. Clubhouse is designed as a datastore consisting of two components. a server that monitors patient behavior and lifestyle information from various sensors and a client that receives the data from Clubhouse servers. Clubhouse uses JSON as the data exchange format so data can be embedded in a web page and shared via a web browser. Sentry is a cloud-based service that provides a database system for storing large amounts of data. It also has an interface for submitting queries to retrieve data from the database. The integration of Clubhouse and Sentry is realized by mapping the JSON format used by Clubhouse into the CQL format used by Sentry. In addition, it is implemented by using Sentry as an external database of Clubhouse. First, the data from Clubhouse are sent to Sentry via a RESTful API. Next, Sentry analyzes the data and sends back its predictions. Finally, results from Sentry are presented as part of the application page on Clubhouse.

Benefits of Integration of Clubhouse and Sentry

The integration of Clubhouse and Sentry not only enables improved accuracy in predicting patient behavior but also minimizes the cost of managing large quantities of healthcare data (IBM Research, 2015. Firstly, with the integration of Clubhouse and Sentry, patients do not need to access multiple providers to obtain medical records; instead they can use Clubhouse as their primary provider because all their medical records are stored in Clubhouse. Secondly, patients do not need to manually input their medical records into an application; instead they can rely on Sentry’s advanced analysis capabilities to automatically cplect and analyze their medical records. Finally, accessing multiple providers creates inconvenience for patients; therefore integrating Clubhouse and Sentry offers convenience for patients who have chronic diseases by providing them with necessary health information without having to visit multiple locations.

The integration of Clubhouse and Sentry not only enables improved accuracy in predicting patient behavior but also minimizes the cost of managing large quantities of healthcare data (IBM Research, 2015. This integration not only enhances predictability of health outcomes but also combines efficiency and effectiveness in managing large amounts of medical records. Therefore, integrating Clubhouse and Sentry can improve predictability of future behavior and ensure successful treatment for patients with chronic diseases. As we face an increasingly aging population with increasingly complex health problems, we expect this project will contribute to improving predictability of health outcomes and effective treatment for millions of people like you and me.

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