Akash Gupta, Ph.D. @guptaakash06
Data Scientist, Machine Learning, Healthcare Analytics Los Angeles, CA Joined February 2017-
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Stories like Claudia’s are the reason we’ll continue to fight for price transparency.
I managed to consolidate and clean lots of data on procedure cost in hospitals for research. If you interested in collaborating, I would be happy to talk.@CMSGov #pricetransprency #hospitalcost #oshpd #reseach
Important paper by @kdpsinghlab showing that Epic's sepsis model which is very widely used performs much less well than advertised, has a poor AUC of 0.63. My take--hospitals should be able to use local models, and ones that learn jamanetwork.com/journals/jamai…
Announcing a GitHub repo which generates a data cohort for reinforcement learning research on Sepsis. The cohort is produced from the publicly available hospital database, MIMIC III. Access the improved repo: aka.ms/AAb2dv0 @mefatemi @MarzyehGhassemi @tw_killian
Nice review of "Reinforcement Learning for Clinical Decision Support in Critical Care" by Mornin Feng et al. #ML #RL #AI #ICU @MITCriticalData @jmirpub @ImperialSandC jmir.org/2020/7/e18477/
I'll be looking for postdoc fellows who are interested in advancing technical & practical work on reliability, robustness and actionability of ML decision support (in partnership with FDA and NSF). You'll be evaluating methods on clinical apps. DM me. Remote employment is fine.
@HardeepSPuri @MoCA_GoI @AAI_Official @airindiain @FlyWithIX @PIBHomeAffairs @MEAIndia Hello @HardeepSPuri Sir! Please help in getting refund from Air India. This is for 170+ individuals waiting patiently for refund for canceled Air India tickets. Passenger names and ticket numbers information have been provided to @airindiain. Tagging @michaelkhanna.
@HardeepSPuri @MoCA_GoI @AAI_Official @airindiain @FlyWithIX @PIBHomeAffairs @MEAIndia Hello @HardeepSPuri Sir! Please help in getting refund from Air India. This is for 170+ individuals waiting patiently for refund for canceled Air India tickets. Passenger names and ticket numbers information have been provided to @airindiain. Tagging @michaelkhanna.
Small news but still deserves some happiness! This work is coauthored with @AGharehgozli
Would you want to know if AI was being used as part of your care? Medical facilities are now leaning on #AI support tools to predict a number of factors. However, a recent @statnews examination revealed that patients are often not informed. statnews.com/2020/07/15/art…
13 years ago, I emailed Dr. Fauci out of the blue to ask if I might interview him for my undergrad thesis. He invited me to his office, where he answered all my questions. When I sent him the thesis, HE READ THE WHOLE THING (see his overly effusive review below). Who does that?!
Immigrants founded over half of $1B startups and they or their children founded 45 percent of Fortune 500 companies. These companies create jobs for Americans, not take jobs from Americans. tinyurl.com/ycwr7k7n tinyurl.com/y634qldg
For recent college grads, finding work during a pandemic can be particularly hard; a CSUN professor is offering some tips abc7.la/3bp6DEJ
A new study shows that the sepsis treatment in disproportionately minority hospitals is associate with significantly increased mortality. This study again enforces the need of data driven approaches to determine optimal sepsis treatment in hospitals. journals.lww.com/ccmjournal/Abs…
COVID-19 does indeed cause sepsis. #sepsis @SepsisAlliance global-sepsis-alliance.org/news/2020/4/7/…
Pediatric Sepsis Week kicks off on Sunday, April 19. Will you join us in raising awareness of the leading cause of death in children & babies worldwide? Access a variety of resources in our digital toolkit: pediatricsepsisweek.org. #SepsisAwareness
dplyr 1.0.0 will include the powerful new across() function that lets you repeat operations across multiple columns in any dplyr verb. Learn more about it at tidyverse.org/blog/2020/04/d… #rstats
CSUN map shows COVID-19 cases neighborhood-by-neighborhood in L.A. County ktla.com/news/csun-map-… @CSUNNazarian @csunorthridge
The CDC is usually a credible, reliable source of infectious disease knowledge. The agency's recent absence from the national stage has led to fears that its objective, science-based approach is being ignored. trib.al/rwalxQ3
A quick visualization for the trend of the number of confirmed #COVID19 cases across five badly hit states in the United States.#NYC, #NewJersey #californiacoronavirus #WashingtonState #MichiganCoronavirus

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