Agreed. But where will the big investments come from for this data collection? Govt grants or VCs? Grants take time and have intense competition. VCs have no patience in investing in companies with high gestation periods. How do we collect quality data in med imaging?
#AI for #healthcare and in particular #medicalimaging has a lot of potential. There should be big investments in #research and data collection. #AInotready Let us not apply the #siliconvalley ethos of "move fast break things" @EricTopolhttps://twitter.com/beenwrekt/status/1183745028696395776 …
-
-
-
I hope the VCs change their strategy and focus on impact investing. Instead of throwing money on oversaturated ideas I hope they get more creative. I hope philanthropy also recognizes the value and not dismiss this as mundane data collection
- Show replies
New conversation -
-
-
In the case of
#AI#healthcare applications - it's more complex. Data management is critical to ensure the quality of data. A recent post from@nresearchnews - The “inconvenient truth” about AI in healthcare -https://www.nature.com/articles/s41746-019-0155-4 …Thanks. Twitter will use this to make your timeline better. UndoUndo
-
-
-
I have an ML R01 from NIH and similar funding from DoD and industry. This is not a private industry play: timelines are too long and revenue too uncertain. Unfortunately, there is no - zero - coherent government strategy for medical imaging AI tool development.
Thanks. Twitter will use this to make your timeline better. UndoUndo
-
-
-
I always doubt the CXR-14 data. I think someone re-validate the CXR-14 data removing the doubtful labels. Analytics with CXR-14 may be at best a second opinion to radiologists rather than a correct diagnosis
Thanks. Twitter will use this to make your timeline better. UndoUndo
-
-
-
Ironical as it may sound, these days i spend more time telling folks to slow down in healthcare AI. Sadly, in India, we yet haven't moved fast enough to have a regulatory framework in place. In the meantime, hospitals / clinics talk of deploying software, which is bit worrisome
Thanks. Twitter will use this to make your timeline better. UndoUndo
-
Loading seems to be taking a while.
Twitter may be over capacity or experiencing a momentary hiccup. Try again or visit Twitter Status for more information.