You mean like a noisy mess?
When we think of medical records now we think of results of discrete events like doctor visits and blood tests and scans, but in a few decades it will be more like sensor data.
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I think social data is more comparable: -High variety. Some discrete, some continuous, some structured, some not -Much of it captured passively and from a multitude of sources -Surprisingly unportable -Most importantly: mostly defined by its context/metadata
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Why are we decades away and not 5-7 years away? I have 2 acquaintances who passed away unexpectedly in their sleep in the last month due to heart attacks, I think we can do something to correct that sooner.
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Getting the data isn't the only bottleneck. Medical education and training will need to evolve to handle this as well, and that sort of paradigm shift usually takes a generation or two.
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federated learning on medical records that conform to standards will produce some really exciting data
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This is true for a lot more than medical records
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As a first step, how about making sure that people have access to health care in the first place? The bottleneck for progress is not technology but politics and economics.
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Type1 diabetics are already there. CGMs like
@dexcom are changing our lives, dropping A1Cs to levels of non diabetics. My last a1c was 5.3, my 5yo's was 5.4.#TheFutureIsNowThanks. Twitter will use this to make your timeline better. UndoUndo
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Many of us working in health tech are trying to break silos. Out of curiosity, do you get regular blood tests? Do you pay or does your insurance? Where do your results go, just you, or doctor first or EMR?
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Results go to the ehr with some sort patient portal. The electronic medical records now are set up for documentation and billing only. The benefit to the Dr. And patient is negligible. I have a revolutionary idea to change this.
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