Laura P and Leland K Whittier Virtual Pediatric Intensive Care Unit research group at CHLA. Advanced computational technologies applied to digital health data.
We absolutely agree with Dr. @ChrisCarrollMD 's editorial “Time to Go Big!”
To this end the @vPICU is organizing a PICU Data Collaborative:
https://t.co/5j8wFJwxlO as a resource for future research. #BigData https://t.co/H37yBsL4Xi
*FREE* FEATURE ARTICLE! Critically ill children w/ #obesity less likely to have vascular access device placed but more likely to have complications from one. @vPICU#POCUS#PedsAnes#PedsICU
Article: https://t.co/ihCTaJbmaq
Editorial by @ChrisCarrollMD https://t.co/GN2Uq5nogT
Researchers from @UMich propose a novel RNN formulation based on a mixture model in which
relaxed weight sharing can lead to improved patient risk stratification performance.
More about their results at #MLHC2019.
https://t.co/NMpxhfkvEE
Community Data Challenge kicks off #MLHC2019 today.
Workshop expermenting with free access to de-id patient data in a protected compute environment. Only requirement: teams must include both data scientists AND clinicians.
Free data? Almost as popular as free beer.
From the Library of Alexandria to multi-center databases - #BigData in the #PedsICU: a great overview by Randal Wetzel at #PALISI19. @PALISInet @CHLA_PCCM
Bright and early this morning, our Data Science Intern Vi presenting on predictions of extubation readiness on PICU patients using recurrent neural networks! @sccm@ChildrensLA#CCC48
And quickly jumping to another research abstract from our Data Science Internship @ChildrensLA! Senior Data Scientist David presenting our research on predicting heparin resistance in critically ill children with recurrent neural networks. @sccm#CCC48
Our Data Science Intern Nicole presenting @SCCM on her research predicting vasopressin response of patients with septic shock using recurrent neural networks! #CCC48@ChildrensLA
Kudos to Roby Khemani et al @CHLA_PCCM and @PALISInet for a monumental contribution to #PedICU literature with the publication of the 1st PARDIE paper on PARDS. It’s our field’s #1 organ dysfunction -> let’s keep getting better at treating it! @LuriePICU https://t.co/pCqU6eatBJ