completed medical school in 2009, just as health-care providers were switching from paper charts to digital records.
The early versions of these digital records created an explosion of new documentation about each patient-when I started as a medical resident at Toronto's Mount Sinai Hospital in 2011, it often took me an hour to sift through a patient's file. Despite having so much more personalized data than ever before, it was difficult to use this digital information to provide high-quality care.
But technology was evolving around us-including early AI systems. By 2017, I was a staff physician at St. Michael's Hospital in Toronto. There, I teamed up with clinicians, computer scientists and administrative leaders to build CHARTWatch, an AI tool that tracks more than 100 health metrics stored in digital records, like heart rate, blood pressure and lab tests. By looking at these data points and comparing them to data from previously admitted patients, it predicts which patients are most likely to deteriorate, then sends alerts to doctors' and nurses' mobile devices. The alerts don't indicate why the patient was flagged, but they do bring the patients to clinicians' attention.
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Esta historia es de la edición January/February 2025 de Maclean's.
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A Teacher's Tale
My career in Quebec ended because I chose to keep my hijab
Top Marks
InSaguenay, Quebec, Ecole de l'Etincelle embodies the school of the future
Modernize Parental Leave
Canada's birth rate is dropping, and the cost of living is partly to blame. A more supportive leave plan would make parenthood more affordable
"I spent years trying to learn English.Now I use ChatGPT."
AI isn't perfect, but it helps me write complex emails and understand Canadian culture
MY PREDICTION - The National School Food Program Will Transform Kids' Health
When students have access to nutritious food, they do better in school and life
FOOD
The exorbitant cost of food will have ripple effects on the restaurant industry and grocery stores. The good news? There's a plan to save the country's salmon supply.
MY PREDICTION - New Mortgage Rules Will Drive Up Housing Prices
Looser lending policies will encourage more people to buy homes they can't afford in the first place
HOUSING
Politicians will spar over how to tackle the housing crisis. Falling interest rates will draw young people into the real estate market. And a rude awakening is coming for homeowners renewing mortgages.
MY PREDICTION - Stuctured Literacy Will Help Level the Educational Playing Field
Canadian students have struggled to read and write. That stops this year.
EDUCATION
Quebec's classrooms will take centre stage in the secularism debate. Chatbots will help students create A-plus work, while others will grade themselves. And thousands of international students will be sent home.