Microsoft announces AI-based healthcare initiatives
What's the story
Microsoft announced a quartet of healthcare initiatives to "solve" cancer using algorithms and computer science rather than beakers and test tubes. The four projects are mainly centred around the use of artificial intelligence in a bid to understand cancer and subsequently find a cure to it.
The projects
The four healthcare projects announced by Microsoft
One of Microsoft's teams is using machine learning to figure out individualized, effective cancer treatments. The second team is using machine learning and computer vision to provide a detailed understanding of the progress of tumours. Another team is using algorithms to figure out how cancers develop. Meanwhile, the fourth team is working towards a future in which cells could be programmed to fight diseases.
Quote
Computers and Biology
Speaking on the link between computational processes and biological processes, Andrew Phillips, the head of Microsoft's Cambridge biological computation research lab said, "We can use methods that we've developed for programming computers to program biology, and then unlock even more applications and even better treatments."
Approaches
The approaches taken in Microsoft's projects
Microsoft's quest to end cancer using computer science has two basic approaches. One assumes that biological processes, including cancer, are information processing systems and thus applies tools used to reason and model computational processes to biological ones. The other is more data-centric, and it proposes to use machine learning to analyze the huge amount of available biological data to better understand and treat cancer.
Do you know?
IBM's programme to end cancer
Akin to one of Microsoft's projects, IBM is working on a programme called Watson Oncology which will use computer science to sift through 1.5 million patient records and 600,000 medical records to come up with more effective cancer treatments.