Row 36004

Row ID: 36004 | Dataset Entry | Axioma AXP Content Repository

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This page contains data entry 36004 from the Axioma AXP content repository. The structured data below represents the complete record for this entry.

I worked applying DL to EHR from 2019-2021. My team built a lot of stuff that seemed to work for disease detection, complication prediction, etc... But the amount of regulation meant that actually deploying anything was like a 5 year journey.

I don't think that's necessarily bad, but if you are wondering why ML hasnt radically changed the way we do medicine yet, that is why.

That said, I have a friend who works in CGM, and I know their company is using DL in various places to raise warnings to users as one example.

FieldValue
text I worked applying DL to EHR from 2019-2021. My team built a lot of stuff that seemed to work for disease detection, complication prediction, etc... But the amount of regulation meant that actually deploying anything was like a 5 year journey. I don't think that's necessarily bad, but if you are wondering why ML hasnt radically changed the way we do medicine yet, that is why. That said, I have a friend who works in CGM, and I know their company is using DL in various places to raise warnings …
label r/machinelearning
dataType comment
communityName r/MachineLearning
datetime 2024-05-21
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Raw Record

{
  "text": "I worked applying DL to EHR from 2019-2021. My team built a lot of stuff that seemed to work for disease detection, complication prediction, etc... But the amount of regulation meant that actually deploying anything was like a 5 year journey. \n\nI don't think that's necessarily bad, but if you are wondering why ML hasnt radically changed the way we do medicine yet, that is why. \n\nThat said, I have a friend who works in CGM, and I know their company is using DL in various places to raise warnings to users as one example.",
  "label": "r/machinelearning",
  "dataType": "comment",
  "communityName": "r/MachineLearning",
  "datetime": "2024-05-21",
  "username_encoded": "Z0FBQUFBQm5Lak1KNHpKMC1PQmlBZXVNaTQ1SGU3Y1VfOTlIbmFXaWZPaHBUWFVMNDR3ZzBzNmNBNVZSN21DR1Y0YnRVSk9NcjZ1b053T1BJUTFPUWU0Tjg5aWRSXy0xdmc9PQ==",
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}
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