Researchers have used "federated learning" to examine electronic health records to better predict how COVID-19 patients will progress.
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Researchers have shown that federated learning is successful in the context of brain imaging, by being able to analyze MRI scans of brain tumor patients and distinguish healthy brain tissue from cancerous regions.
Scientists have assembled a combination of data mining, machine-learning algorithms and compression-based analytics to bring the most useful data to the fore on an office computer.
“AI is the biggest technological breakthrough of our lifetime. It will boost the entire healthcare ecosystem and will eventually re-invent the way we deliver medicine entirely.”
Patients could soon get faster and more accurate diagnoses with new software that can automatically detect signs of diabetes, heart disease and cancer from medical images.
“HandsOn.surgery", the prototype of a virtual surgery trainer helps surgeons prepare for individual patient cases prior to surgery, and enables them to practice the surgery.
Drones are now heralded as a solution to a problem that's bedeviled emergency medical personnel for years.