How Big Data, AI, IoT and Deep Learning Are Powering Modern Healthcare

How Big Data, AI, IoT and Deep Learning Are Powering Modern Healthcare

Naveen Joshi 04/05/2022
How Big Data, AI, IoT and Deep Learning Are Powering Modern Healthcare

Big data, artificial intelligence (AI), internet of things (IoT) and deep learning (DL) are revolutionizing modern healthcare post pandemic. 

After having made remarkable improvements in finance, retail and marketing, big data, artificial intelligence, internet of things (IoT) and deep learning are now transforming healthcare.

Healthcare_Life_Sciences.jpeg

The volume of data involved in healthcare studies and analysis makes it a perfect use-case for these ground breaking technologies.

1. Big Data is Transforming Healthcare

Big_Data_Healthcare.png

Healthcare industry handles an immense load of data that is piling up every day. Sooner or later, we will need big data tools to transform healthcare information into relevant insights that can help the development of health services. Most of the digital healthcare data is collected via Electronic Health Records (EHRs). An American Health Association survey quoted that EHR adoption has doubled in hospitals across the US over a couple of years owing to funding received under Health Information Technology for Economic and Clinical Health Act of 2009. EHRs contain quantitative (laboratory records), qualitative (prescriptions and reports), and transactional data (medication records). However, these EHRs are currently created only to comply with norms related to healthcare delivery. These EHRs are a valued resource for analyzing data patterns to improve healthcare in more than one way.

2. Artificial Intelligence is Answering Clinical Questions Prospectively

Artificial intelligence (AI) can be configured to extract structured information from unstructured data sets in EHRs by using machine learning tools like natural language processing.

 

Areas_of_Impact_of_AI_in_Healthcare.jpg

AI has proven to be more beneficial in detecting postoperative complications than conventional discharge coding. Random trials on a narrow spectrum of participants are currently questioned for generalization for patients with specific medical characteristics. AI can be used to present observational evidence gathered from EHR data without raising issues of generalization.

3. IoT is Reshaping Knowledge Sharing in Healthcare

Medical knowledge keeps on growing daily, with new research papers and medical breakthroughs making news in medical circles. However, not all physicians can catch up with all the latest developments in medicine and treatments including the internet of things (IoT). It enables healthcare professionals to be more watchful and connect with the patients proactively.  

Iot_in_Healthcare.png

IoT can provide physicians with a dashboard that can update them with possible new medications or treatments specifically to their existing patients. IoT can help with better penetration of new medical treatments and improve healthcare delivery.

4. Deep Learning is Diagnosing Patients Efficiently

Diagnosis is the first step to effective treatments. Consulting a different physician, either because of relocation or an alternative opinion, is such a hassle today because it takes time for a new doctor to understand a patient’s response to specific drugs apart from other specific patient characteristics.

Deep_Learning_in_Heatlhcare.png

Deep learning can provide a practitioner with specific insights of a patient that would take some sessions to identify conventionally. Besides, this data can be shared with relevant health initiatives such as those fighting obesity or smoking so that these campaigns are delivered to a focused group of patients. The success of IBM Watson just shows how big data can manage to diagnose patients effectively.

Share this article

Leave your comments

Post comment as a guest

0
terms and condition.
  • No comments found

Share this article

Naveen Joshi

Tech Expert

Naveen is the Founder and CEO of Allerin, a software solutions provider that delivers innovative and agile solutions that enable to automate, inspire and impress. He is a seasoned professional with more than 20 years of experience, with extensive experience in customizing open source products for cost optimizations of large scale IT deployment. He is currently working on Internet of Things solutions with Big Data Analytics. Naveen completed his programming qualifications in various Indian institutes.

   

Latest Articles

View all
  • Science
  • Technology
  • Companies
  • Environment
  • Global Economy
  • Finance
  • Politics
  • Society
Save
Cookies user prefences
We use cookies to ensure you to get the best experience on our website. If you decline the use of cookies, this website may not function as expected.
Accept all
Decline all
Read more
Analytics
Tools used to analyze the data to measure the effectiveness of a website and to understand how it works.
Google Analytics
Accept
Decline