In this blog, we’ll be envisioning the future role of Big Data and Data Science within the healthcare industry. The effective use of data science in healthcare is enabled by the development and deployment of machine learning approaches as these often use artificial intelligence. Machine Learning and Artificial Intelligence only now make it possible to unravel the patterns, associations, correlations, and causations in complex, unstructured, unnormalized, and unscaled datasets that the Data Science era brings.
What is meant by utilizing Data Science in Healthcare?
Currently, we are in an era where not only data transformation is going on but also your health. There was a time when doctors used to search the patient’s data from millions of medical records. Machine Learning has the power to provide data-driven clinical decision support to physicians and hospital staff to pave the way for increased revenue. Machine Learning is known to be the subset of artificial intelligence that is designed to recognize patterns, use of algorithms and data to provide automated insights to the healthcare providers.
The current success of Data Science in Healthcare
The data science generation and open-access models have resulted in hundreds of applications and scientific publications. Artificial Intelligence is commonly known for its capability to have machines perform the tasks that normally a human mind performs (problem-solving is one of those human actions). Currently, this is the time when new drugs are developing and new uses are being identified for existing drugs and these have been made easy with the help of Data Science. As per the analysis given by Business Insider Intelligence, artificial intelligence in healthcare is projected to grow at an annualized 48% between 2017 and 2023.
The below figure shows the digital ecosystem of the US as per the record in 2019:
(Image credits: businessinsider)
Data Science Applications in Healthcare
Primary Data Science application areas:
Few of the most common of these smart devices include:
How Data Science is reshaping Healthcare?
It was first medically used in 1985. Robots can be utilized performing laparoscopy, neurosurgery, orthopedic surgery, emergency care, etc. AI is utilized to analyze and solve problems on their own with no or less human interference.
One of the most significant benefits of utilizing data science in healthcare is the early detection of disease and diagnosing it. Cancer can be now detected at very early stages, as per the American Cancer Society. With the help of AI, translation of mammograms is 30 times faster with 99% accuracy and it is helping in diminishing unrequired biopsies. IBM Watson, on the other hand, is helpful in collecting medical journals, symptoms, case studies, and treatment responses, and determining potential diagnosis and the treatment options. Another option here is Google’s DeepMind Health software that facilitates healthcare professionals to facilitate the partnership between machine knowledge and systems neuroscience.
Data Science applications ease the doctors’ or nurses’ burden and take care of administrative responsibilities like filling prescriptions, chart notes, and ordering tests.
Future of Data Science in Healthcare
Artificial Intelligence and Data Science are what can untangle the complexity of human health and diseases and create longer and better lives. Artificial Intelligence in healthcare is growing continuously for wearable technology, digital medicine, and the overall transformation of the industry into the digital age. With the use of data science, healthcare professionals demonstrate how technology can drastically improve patient outcomes, lower costs, and increase productivity. Consumers are going online to collect information for the following reasons:
The upcoming 5G technology will be the upcoming driver of the evolution of the new mobile industry. With the use of 5G technology, doctors can accurately monitor real-time imaging of organs, soft tissues, and bones that will greatly decrease the risk of misdiagnosis.
Benefits of Data Science in Healthcare
Health is in the palm of your hand now!
The medicinal services system is experiencing a seismic move in how data is acquired and spread. Gone are the days when all clinical data was under the lock and key of specialists and specialists, and patients needed to transfer ownership of their lives to get to their own wellbeing data – purchasers need to have the option to get to all parts of their wellbeing record and do as such from the palm of their hand. Through tools, for example, online patient entrances that give clinical test outcomes, finding, and clarifications of sicknesses, patients are presently turning out to be members in their prosperity. Furthermore, that permits specialists to dissect patients continuously. Let’s see how appropriate automating healthcare goes! Fingers crossed and hope for the best!
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