Abstract— The growth of the idea of business intelligence and analysis has emphasize the significance of the set, combination, processing of data and reporting of fundamental knowledge and how this knowledge can assist to make more suitable business decisions, obtain a better understanding of marketplace behaviors and trends. Great growth of the data has enabled us to uncover the hidden knowledge from data. We can use the Big Data analysis for effective decision making in healthcare domain using the existing machine learning algorithms with some modification to it This paper summarizes the role of Big Data analysis in healthcare and various shortcomings of traditional machine learning algorithms. Keywords— Big Data, knowledge, of Health Informatics,
All of these jobs are important in helping people when they are sick, injured or recovering. The medical field has played a big part in many people’s lives for a very long time now and technology is only making it better. The face of healthcare has been changed by new medical developments and technology. Out of all the industries technology plays a big role in, healthcare is definitely one of the most important.
Undoubtedly, healthcare becomes tremendously complex as a business activity to manage diversified locations, changing organizational structures, mergers, employees, and multiple information systems across the globe. Healthcare organizations must strive for value addition across entire supply chain by monitoring supply chain performance. The latest innovations in RFID technology, Supply Utilization management & Virtually centralized Supply chain management holds the key to the future. Looking to the future, supply utilization management is an emerging recommended practice that will enable healthcare organizations to dig deeper and more broadly into their supply chain expenses to harvest new and even better supply savings. Exploiting the power of RFID technology is not simply about replacing bar codes with tags.
Clinical integrations’ importance stems from the opportunity to coordinate services in the current environment in an affordable way while delivering high-quality care (Harrison, p180, 2016). With innovative quality improvement programs like the electronic health records, management of chronic care programs, and centralized scheduling these tools make it easier to integrate healthcare systems, so information is retrieved quickly making it menial to make decisions. Likewise, the Accountable Care Organizations (ACO) allows for the integration of patient care through which the primary care providers are responsible for coordinating. Since Medicare is the driver in healthcare, the idea of integration was to monitor healthcare from patient and payer perspective (Harrison, p180, 2016). For Medicaid patients, the care continuum stretches to the primary care provider to provide care at a lower cost.
In today’s era nurses are required to identify and use the healthcare technology advance for patient’s care. However, at times additional health information’s can be devastating to patients. Thus nurses must be able to interpret the clinical data to assist patients to understand their illness and required treatment. Information gain from the internet can be misleading and the information may defer from original values of healthcare and the challenge here is to look for sense able and reliable information. Nurses need to engage with the best healthcare technology to optimized patient care leading to best outcomes.
Abstract:The modern ICU generates large volumes of complex and multimodal data. Interpreting and utilizing this information is challenging for the ICU Physician. By enhancing the ICU Clinical Decision Support System its outcomes in critical patients will be improved by providing real-time decision support, decreasing medical errors, and minimizing life-threatening events caused by delayed or uninformed medical decisions. In addition to basic patient demographics, pre-existing comorbidity data, and medication usage, it also emulate more event categories such as nurse-verified chart events, laboratory tests, and fluid balance records. For making critical decisions, these events based categories with event duration are more helpful.
Globally, health care environments are rapidly developing which leads to a need for guidance to practice high quality effective care( Craig & Smyth 2007).In the way of improving health care practice, the need of Evidence-based practice (EBP) is essential to develop this type of care (Craig & Smyth 2007). EBP can be defined as a well organized method that encompasses three elements which are information from published articles, patient preference and clinical experience in order to improve the quality of care (Holland & Rees 2010). According to Fain (2009), research is needed to build up new knowledge and skill in order to improve the quality of care and to move from ritualistic practice to researched practice (Holland & Rees 2010). Furthermore, EBP based on research evidence and useful in reduce cost care (Craig & Smyth 2007).
And with the best data available, medical professionals will be able to compare data better, advance research initiatives, make more informed decisions, identify public health issues, and process claims
There is always changes in medical field, and as a medical assistant it is our job to learn new things relating to medicines and how the office runs. Electronic submission is also one thing that we should be aware of and know how the regulation works. It has more advantages than disadvantages for the providers.
The use of technology can help physicians to treat more people than before. Diagnosis of diseases is not only getting more accurate, but also fast and efficient. Specialists in this field can perform a body anatomy with no lengthy procedures and few mistakes. This is done through adoption of technologies such as MRI scans and radiology machines (Griffith, 2000). Invasive types of surgeries have recently been improved.
In her assessment of the American Reinvestment & Recovery Act (ARRA), Murphy (2009) discusses how its enactment provided unprecedented funding for the advancement of health information technology (HIT) which served to promote health care reform. Electronic health records (EHRs) by extension received a boost via incentivization for appropriate use in hospitals and ambulatory settings (Murphy, 2009). The benefits of EHRs include the ability to improve the delivery and quality of nursing care, the ability to make more timely and efficient nursing care decisions for nursing, the ability to avoid errors that might harm patients and the ability to promote health and wellness for the patients (McGonigle & Mastrian, 2015). An appropriate use of EHR
This paper will illustrate how Hennepin County (HC) utilize monitor and maintain EHR records for the following business lines hospital, outpatient clinics, health, social and human service. Data sharing of EHR has allowed the organization to successfully provide care coordination for the population we serve. As healthcare evolves and service delivery continues to influence healthcare, it is essential that each business lines work together and collaborate to effectively access EHR within the Epic system. EHR systems, data bases, web portals are critical for a healthcare provider remain compliant with federal regulations. I am an HC employee, and my organization is unique, because we own and operate Hennepin County Medical Center (HCMC) and
A well-structured strategic business plan can help a health care organizations improve efficiency of service delivery, profitability, patient satisfaction and cost reduction not only in the short term but also in the long term. A good business plan is the formal process that can be used by health care to identify areas that can be improved. Some of the strategies that can be used in planning are benchmarking, Health Information Technology (HIT), risk management plan and disaster preparedness strategies. Benchmarking