smart hosp -mangemnt New Microsoft Office PowerPoint Presentation (2).pptx

how a smart hospital works. gives lot of ideas about the working pattern.
ideas.

1. Smart hospitals rely on machine learning algorithms, specifically on their pattern recognition and anomaly detection capabilities, to constantly oversee both patients' health conditions and medical equipment's operation, identify risk factors, and prescribe fully personalized therapies or targeted interventions. The medical datasets required to fuel such algorithms can come from several sources, including EHRs previously stored in the hospital databases, lab tests, PGHD (patient-generated health data), and health wearables , previously collected and processed with a data lake or a data fabric solution .

2. An example of data analytics in a clinical scenario comes from Saratoga Hospital in New York, which implemented healthcare predictive modeling with a solution monitoring patients’ vital signs and identifying those whose conditions are deteriorating. Since its adoption in 2015, this system has reduced patient transfers to intensive care units by 63%.

3. Health wearables equipped with sensors, GPS asthma inhalers, video conferencing tools, or even smartphones with mobile health apps can easily collect clinical data and patient feedback, allowing smart hospitals to provide remote patient monitoring and consulting 24/7 - both within their facilities and outside their standard geographic reach

4. A major change in recent years is the shift in focus from disease treatment to health management, a term that encompasses wellness, healthy living, disease prevention, and rehabilitation. The change is being driven both by patients, who want longer, healthier lives, and by payers, which are facing budgetary pressures (and, in some cases, financial losses). The shift to health management is occurring in many countries around the world. For instance, the Singapore government has established an organization called the Health Promotion Board that encourages residents to adopt healthy living habits through dissemination of evidence-based information and disease prevention programs at homes, workplaces, and schools. All residents in Singapore are urged to pay attention to their diet, exercise regularly, and undergo preventive screening, all of which helps reduce the likelihood of disease development (or progression) and need for hospital care. The Health Promotion Board also places greater focus on the nonhospital segments of the overall patient care pathway—and gives residents a tangible push to stay out of, and get out of, hospitals.