Ankit Sakhuja
asakhuja.bsky.social
Ankit Sakhuja
@asakhuja.bsky.social
#Intensivist #Nephrologist #Informaticist #AIResearcher | Director of #AI and #Informatics at #ICCM Mount Sinai | aisinai.org

views are my own| follow, likes or reposts ≠ endorsement| posts ≠ medical advice
Love these maps. Puts it into a perspective
February 28, 2025 at 11:09 AM
Do they identify reasons for increased morality? Delayed labs, orders, chart review etc? #NephJC
January 8, 2025 at 2:16 AM
Shows the importance of built in redundancies in IT systems (including paper based downtime procedures) #NephJC
January 8, 2025 at 2:14 AM
That’s like the old times. We do that occasionally during EHR downtimes. Never fun #NephJC
January 8, 2025 at 2:12 AM
We have had patients on ECMO
January 6, 2025 at 11:49 PM
Reposted by Ankit Sakhuja
Prompting strategies
Zero shot perform a task without examples
Adding examples increases the accuracy

Encourage the model think aloud or follow a logical sequence

Add the prompt “lets think step by step”
December 8, 2024 at 4:07 AM
Reposted by Ankit Sakhuja
Provide context
Who are you talking to
December 8, 2024 at 4:07 AM
Reposted by Ankit Sakhuja
On to transformer models. Much more complex.
December 8, 2024 at 2:40 AM
Reposted by Ankit Sakhuja
Need inputs not only from right now, but from previous time. Short term memory. Recurrent neural network.
What about long-term memory: long Short-Term Memory Network.
December 8, 2024 at 2:39 AM
Is the issue that there is less demand for nephrologists (and hence we should decrease fellowship spots) or is there a decreased demand for nephrology?
December 5, 2024 at 8:59 PM