Login with Facebook

Healthcare AI: Game Changers for Medical Decision-Making and Remote Patient Monitoring

Advancements in healthcare AI have resulted in the creation of several game-changers for remote patient monitoring and medical decision-making, including digital technology that provides valuable patient data in the absence of clinical visits and puts a wealth of knowledge at physicians’ fingertips.


What may have sounded like science fiction years ago is a reality today. From pills that provide feedback about medication adherence or help doctors diagnose patient symptoms, to machine learning applications for data sharing, predictive modeling, and medical decision-making, advancements in healthcare AI deliver a constant source of innovation and excitement.


Here, we will highlight just a few that are or have the promise of becoming game-changers.


Smart Pills That Monitor Medication Adherence


The information is communicated to a wearable patch and shared with a corresponding smartphone app. Patients can review the information with their doctors or, with the patient’s permission, the data can be transmitted to a secure web-based portal where the patient can select which members of the care team and family can view their information.  

Technology like this could help physicians track patient compliance with their dosage instructions, such as time and amount of the drug taken, and may encourage prescription adherence.


Ingestible Trackers That Support Diagnoses


Ingestible is also being designed and tested that can take the place of invasive probes to help doctors diagnose certain conditions.

In January 2018, researchers from RMIT University announced the completion of the first human trials of a gas-sensing ingestible capsule that could be used to help detect disorders of the gut - from improper absorption of nutrients to colon cancer.

 

As reported by RMIT University, the capsule (the size of a vitamin pill) detects and measures gut gases in real-time. The data can then be sent to a smartphone. The capsule could serve as a less invasive option for getting to the bottom of patient symptoms so that the proper treatment can begin sooner.  


Machine Learning for Diagnosis and Decision-Making


Machine learning is a subset of artificial intelligence, and deep learning is a subset of machine learning. For this article, we will use the phrase machine learning.


Machine learning has far-reaching applications in healthcare, including enhancing diagnostic imaging, aiding physicians in diagnosing illnesses, extracting data that can help pinpoint the most appropriate course of treatment, and more.


For example, computers that can learn patterns and signs of disease can help physicians:



- Achieve higher diagnostic accuracy in oncology

- Model the progression and treatment of illness, such as cancerous conditions

- Gain insight into who benefits more from certain treatments, and at what stage of their disease they receive the most benefit

- Identify physiological and biometric patterns that can narrow down the list of possible genetic diseases a patient has

- Diagnose rare diseases through a combination of facial recognition software and machine learning


Additionally, with amazing processing speed and memory capacity, these computers can integrate and analyze vast amounts of healthcare data quickly and deliver the most relevant results to support healthcare professionals in medical decision-making.


What Makes Machine Learning Such a Game Changer in Healthcare?

Just imagine how AI could be used to enhance the collection, usability, and dissemination of electronic healthcare data, as well as the wealth of knowledge doctors and other healthcare, thought leaders amasses over their years of experience.


Through machine learning, computers could cull decades of historical data from hundreds of thousands of patients with a particular illness, as well as their corresponding treatments and results. Doctors could then use that data to help pinpoint the course of action that will most likely yield the intended outcome for someone facing that illness.

 

Machine learning could also be used to streamline the creation of clinical notes and apply filters that make them more accessible and usable. And it could be used to merge multiple sources of healthcare data - electronic medical records, clinical trials, genomic studies, pharmaceutical research, academic literature, etc. - to aid in medical decision-making.


While physicians couldn’t comb through the virtual mountains of data that exist on their own, a computer trained to aggregate, analyze, and deliver relevant data could, in a short time, but the experience of thousands of healthcare professionals worldwide at the physician’s fingertips to assist in the case, a “virtual collaboration” of sorts.


AI That Supports Remote Patient Monitoring and ElderCare


Machine learning also plays a crucial role in digital home monitoring systems and intelligent care management devices. These tools have bolstered the growing trend toward providing patient care at home or on the go. They have also provided many individuals with the opportunity to stay independent for as long as possible and support aging in place. Some examples of these devices include:



- Smart pillboxes with sensors connected to smartphone apps to support the monitoring and tracking of medication adherence

- Bluetooth-enabled systems that track and transmit blood pressure and glucose level readings, allowing for remote vital signs monitoring

- Systems that combine in-home sensors, smart wearable, and predictive analytics to track activity levels, monitor changes in behavior, detect falls, locate someone who might wander from safety, and more

- Diagnostic wearables like “smart bras” and monitors like mobile EKGs that allow doctors to monitor the condition of patients with breast cancer and heart disease without the need for clinic visits


These and other digital home monitoring and care management devices rely on machine learning to properly manage the influx of data and, in some cases, dispatch emergency responders or push the appropriate alerts to physicians, caregivers, and family members.  


The Healthcare AI Revolution


These are only a few of the ways in which artificial intelligence is altering our healthcare landscape in positive ways. Artificial intelligence, associated with connected objects and our personal data, also opens the way to a new medicine that will be predictive and customizable. It will be possible to learn for yourself, in connection with health professionals, to prevent or detect the disease more quicklyHealthcare AI, and to act accordingly. This personalized medicine and this constant monitoring of the state of health will allow us to live better and longer.


Comments




Send Comment

Need a custom
essay?

We will write it for you.
Order now

Free Essay Examples

Free essays:

All you need to know about the ACA Code of ethics
Architecture and Democracy: An Introduction
Architecture and Democracy: Democratic Values
Architecture and Democracy: Democratic Procedures
All You Need to Know About a Synthesis Essay
An essential guide to understanding Film Theory
Application of Artificial Intelligence in Cyber Security
Applications of electrical engineering
Augmented reality: what it is, how it works, examples
Advantages And Disadvantages Of Social Networking
All you need to know about Cryptography
Applications of astrophysical science
All you need to know about architecture engineering
Applications of geological engineering
Artificial intelligence and medicine: an increasingly close relationship
An insight into Computational Biology
ACA code of conduct
A Rose for Emily
Applications of Mathematics in daily life
Architecture mistakes to avoid
All you need to know about Toxicology
All you need to know about Holistic Medicine
All you need to know about linguistics
An introduction to Linguistics and its subfields
All you need to know about Anxiety disorder
All you need to know about Drones
A Brief Insight into Political Science
Assumptions related to feminism
All you need to know about Byzantine emperors
All you need to know about labour economics
An insight into xenobots -the first-ever robots
An ultimate guide about Biomaterials
Biomedical engineering trends to look out for
Bionic Limbs and Technology: Advancements Improving Patients' Lives
Bipolar disorder: Symptoms, causes, diagnosis and treatment
Biochemistry of neurotransmitter
Brain-Computer Interface systems with EEG signals
Consequences of racial discrimination in urban housing development
Cryptocurrency: Advantages and Disadvantages
Character Archetypes: The Good
Character Archetypes: The Bad
Contemporary art trends
Commonly Confused Words
Commonly Confused Words: Part 2
Characteristics of the byzantine architecture
Data Visualization: What it is and why it matters?
Data Science: Fundamental tools for data analysis
Different forms of dance you should know about
Digital Imaging: What Is It?
Dynamic Systems Modeling with Machine Learning
Eat To Live or Live To Eat
Everything you need to know about WiMAX
Everything you need to know about Data Science
Everything you need to know about Virtual memory
Entrepreneur trends to know about
Effects of Different Environmental Factors on Artworks
Film styles and the types of styles for shooting a film
Famous African American literature authors
How to Write a Personal Essay
Housing Needs in America
How to Write a Description Essay
How to Create an Excellent Scholarship Essay?
How to write a cause and effect essay
How to Hire the Best Essay Writing Service Provider?
How to Write a College Application Essay?
How to get the most out of your English lectures
How to write Expository Essay
How to succeed in your psychology class?
How to Write an Academic Essay in the Shortest Time?
History of Journalism
How Different Sectors are Using Artificial intelligence (AI)
How to write an informative essay
How to deliver persuasive essays?
How to Give a Convincing Presentation
How to write an essay on leadership?
Historical Art Still Around Today
Humanoid robot: what it is, how it works and price
History of Chemistry
Healthcare Advanced Computer Power: Robotics, Medical Imaging, and More
Healthcare AI: Game Changers for Medical Decision-Making and Remote Patient Monitoring
How to understand different types of English
How to Cope with Chronic Pain
How African American choreographers and dancers have influenced American dance
How mobile robot can do in logistics or in production
How To Become a Successful Entrepreneur
History of the Philosophy of Feminism
How is the climate changing?
How to Track Your Content Marketing ROI
How to Gun control In the USA?
Historical and contemporary role of labour in the modern world
Introduction to Urban Studies
Importance of dance in education
InMoov: how to build an open source humanoid robot
Importance of KYC verification to making the Blockchain secure
Importance of Rhythm
Importance of dance student evaluation
I/O control methods -types and explanations
Identity theft: what to do?
Introduction to Utilitarianism
Know about the history of science
Know about the different forms of traditional African dances
Latest dance trends
Latest technology trends
Modern sociology trends you should know about
Modern Art that the Past Would Have Scorned
Modern Art that the Past Would Have Scorned, Part 2
Memory Management in an Operating System
Misconceptions About the Word “Introvert”
Major healthcare trends
Nuclear fusion: What it is and how it works?
Neural networks: what they are and what they are for
Philosophy of Art: Written Forms as Art
Robotic Integration into Our Lives: Now and the Future
Role of a neuroscientist
Risk management, meaning, and importance for companies
Role of gender studies
Role of a digital artist
Should You Start a Career Or Enter University At 18?
Smoking Should Be Banned
Should You Go Digital?
Standard finance terms to know about
Social robots
Schizophrenia - a rare psychiatric illness | Essay
The Looming Energy Crisis in America
Top benefits of performance-based engineering
The More Languages You Know, The More Times You Are a Man
Things to consider while writing an Argumentative Essay
Top Ways to Improve Your Academic Writing Skills
Tips to Excel in Creative Writing
The origins of films in the early 19th century
Top career options in Architecture
The Elevator Pitch
Top finance trends 2020
The basic Structure and functionality of robots
The Way to Success
The election system of the President in the United States of America
Two-party System in United States of America
Top trends in urban design
The history and theory of African American filmmaking
Top benefits of creative writing
Tinnitus Guide: Common Symptoms and Treatment Options
The language of dance
The digital image processing management
Top famous politicians of the World
Top methods of political science!
The history of the feminist movement
The blood flow in cardiovascular system - Biofluid Mechanics
Understanding the sociology of Race & Ethnicity
Urban planning in the US
Virtual reality, what it is and how it works
Various theoretical perspectives of sociology
What is a Definition Essay?
What are diagnostic essays?
What is the relation between art structural engineering?
What is a Narrative Essay
What are robotics and intelligence systems?
What are the benefits of studying health sciences?
What is artificial intelligence and why it matters?
What is comparative Literature?
Why study neuroscience
What is Wi-Fi and how does it works
What is French history famous for?
What are Humanistic Studies?
What is covered in Biophysics?
What is modern journalism?
What is Virtualization? Benefits & Applications
What are modern public relations?
What is plasma physics?
What is teacher preparation?
What is rapid prototyping for 3D printing?
What is contemporary European Politics?
Why should you learn American Ballet?
What is engineering physics?
What is the purpose of African American Literature?
Ways to learn the Rhythm
What is digital art used for?
What are Enzymes and how do they work
Who is the father of political science?
Why Study Political Science - Job?
What is the Philosophy of Feminism?
What is a quantum computer?
Ways B2B Startups Streamline Their Conversion Strategies
Why do biomedical signals need processing?
What are the long term effects of climate change?
Why study labour relations
What is Holoprosencephaly?
4 Facts about Origin of Mathematics!
5 techniques to create an animation
13 Best colleges for political science in the world