Future of Healthcare with Arshdeep Flashcards
What is optical coherence tomography (OCT)? How can AI be used?
Imaging technique used in ophtalmology
There is a limited supply of ophthalmologists to interpret the images
Researchers used AI to interpret OCT images and compared their accuracy vs specialists. After training on 15, 000 scans they performed at least as well or better as several specialists
How can AI be used in dermatology? Accuracy? Why?
Using the camera on the phone to diagnose skin conditions. Accuracy is equivalent to trained dermatologist.
Wait to see a dermatologist in some provinces is over a year
How can AI be used in ophthalmology
Interpret OCT images to recognize AMD
When can telehealth be useful? What is the state of telehealth in Canada?
Contacting patients in remote communities or who are socially isolated
Canada used telehealth in 1970 but then lost its leadership in this area, now we’re playing catch-up
Why is Canada falling so far behind in telehealth?
There is a very large disparity in patients who would like to use telehealth vs MDs who offer the service
There is a large demand however very few MDs offer the service
How could telehealth be improved?
Reducing provincial barriers so providers across the country could provide care
Australia has adopted a model like this.
Example of Telehealth
DermaGO (Quebec)
Patients send pictures of skin to dermatologists and pay to receive the diagnosis within a certain amount of time
Telehealth barriers? Barriers identified by CMA?
Advances in Telehealth are privately funded.
This means a major barrier to TeleHealth is funding, specifically public funding.
System by which providers are reimbursed, billing is usually based face to face encounters
CMA:
Portability: Traditionally, Medicare only allowed for a patient to receive services from an out-of-province provider temporarily
Mainly emergencies
How can analytics be used to create efficiencies? How can smart devices be used? Inhalers?
“big data”
Data is used to answer questions about health
Data can be collected using advanced methods such as smartphones, wearable devices, smart devices, and implantable devices.
Implant microchips in smart devices such as glucometers. Readings can be tracked and uploaded.
Smart inhalers: Sensor attached to an inhaler which senses the environment and correlates it with inhaler use, sending reports to the patient’s phone
What is big data? What is machine learning?
creates efficiency in analytics
Data is collected from a patient and that data is used to improve the care for all patients
Combining data on everything and use AI to use the data and improve care.
Machine learning:
The goal is to input large amounts of data and have the computer make predictions
How was big data used in COVID
China used thermal scanners at train stations to track people with elevated temps, they were then tested and everyone who came into contact were alerted automatically.
Downside of big data
Privacy concerns limit the potential of using big data
Pharmanet
Analytic efficiencies
All pharmacy record in BC are connected
What was the concern that stalled the used of pharmanet?
Privacy concerns delyaed the implementations
Despite the fact that the risk of privacy breaches is low and potential benefit is clear
How can creating efficiencies and devices apply to health care
Hospitals are necessary institutes for short term stays, but often hospitals serve a more chronic role in care.
This could provide hospital care to chronic care to not take up space in hospitals
How can the hospital be brought to the patient? Concern?
Wearable tech that can measure a variety of vital signs
Point of care devices to measure other signs
test kits for screening
gene testing for susceptibilities
Portable ultrasound machines (images sent to MD)
Concern: temptation for patients to act as their own doctor
It is important that any home test be _______
Approved
Who is in charge of evaluating medical devices such as home tests
health Canada
How can a relative shortage of workers be solved
robots
How can robots be used in health care? Advantages?
Sort medication pharmacy much faster with greater accuracy
Surgery: remote surgery, assist in delicate surgeries
Companions for the elderly/ isolate adults: perform tasks and reminders
Assistants:Perform mundane tasks in hospitals or transport between hospitals, now being used for more complex tasks like drawing blood
What is nanotech
Very small robotics that may be used in targeting drugs, fixing ulcers, retrieve swallowed objects, drug delivery
CPSS and CMA
College of Physicians and Surgeons of Saskatchewan
Canadian Medical Association
Describe the first microbots to be successfully deployed in vivo
Were made from a polymer coated with Zinc
Were about the thickness of a human hair
Were administered orally
Were propelled by a reaction between the zinc coating and the acid in the stomach
And using this technology they successfully delivered drug into the lining of the stomach…
Is the federal or provincial government responsible for health?
provincial