Brenda Miao @bmeow19
Clinical language modeling @ucsf Butte Lab || 🌲 Joined February 2016-
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Excited to be at #AMIA2024 in SF this week, giving two talks (both today!): ➡️ Evaluating Large Language Models for Drafting ED Discharge Summaries ➡️ Utilizing GPT-4 to determine reasons for missed follow-up colonoscopy following abnormal non-invasive colorectal cancer screening
UCSF study-- What would happen if ChatGPT were a hospital ER employee? trib.al/nlSiE0I
#AI is helpful in an ER setting but shouldn't be blindly trusted, UCSF’s Dr. @cykwilliams tells @kron4news. It can help answer exam questions & draft notes—"but it’s not currently designed for situations that call for multiple considerations," he explains. ucsfh.org/3U5bhRF
Thrilled to announce our latest paper 'Evaluating the use of large language models to provide clinical recommendations in the Emergency Department' published today in Nature Communications! nature.com/articles/s4146…
Grateful for the opportunity provided by the NAIRR Pilot program! I hope it becomes a permanent program to democratize access to computing resources. Extending thanks to @bmeow19 for helping all through the ideation and writing, and Oksana for helping shape it even further!
Grateful for the opportunity provided by the NAIRR Pilot program! I hope it becomes a permanent program to democratize access to computing resources. Extending thanks to @bmeow19 for helping all through the ideation and writing, and Oksana for helping shape it even further!
WOW! @madhumitasushil wins another National Artificial Intelligence Research Resource (NAIRR) pilot award, now bringing @UCSF total to 5 and the @UofCalifornia total to 16! BRAVO! nairrpilot.org/projects/award…
WOW! @madhumitasushil wins another National Artificial Intelligence Research Resource (NAIRR) pilot award, now bringing @UCSF total to 5 and the @UofCalifornia total to 16! BRAVO! nairrpilot.org/projects/award…
Congrats to @mariebinvignat @bmeow19 @msirota84 @lindseycriswell @UCSFRheum @UCSF_BCHSI and team on our new publication in @JCI_insight on single-cell RNA-seq analysis in rheumatoid arthritis! insight.jci.org/articles/view/…
And it's out! Congratulations @madhumitasushil and team on our new publication in Journal @AMIAinformatics on comparing multiple LLMs on zero-shot inference and task-specific supervised classification of @UCSF breast cancer pathology reports, including UCSF-BERT! "On tasks where…
The 200 deidentified oncology progress notes associated with our paper (@madhumitasushil @TravisZack2 @bmeow19 et al @NEJM_AI ai.nejm.org/doi/full/10.10…) are available in PhysioNet! #opendata physionet.org/content/curate…
If you’re currently having trouble accessing ChatGPT, Claude, or other platforms… you know where to go. You.com systems are alive and well.
Come by poster 432 to talk to @ardademirci14 about his work with @TravisZack2 applying large language models to identifying discrepancies in assigning performance status! #ai #asco24 @UCSF_BCHSI @UCSFCancer @UCJointCPH
I recently had the privilege of presenting some words at the 2024 Graduation Commencement of the @McWilliamsSBMI (thanks for the invite, Dean @jiajiezhang100)! Here is the speech I delivered, if anyone is interested: Dear parents, families, faculty members, staff, and of course…
It’s been a fun journey working in the clinical LLM space 🙂 Come check out my PhD thesis seminar @UCSF Byers Auditorium Thursday 2pm or message me for a zoom link! @UCSF_BCHSI
Excited to be at @AMIAinformatics #CIC24 in Minneapolis this week alongside an incredible @UCSFHospitals @UCSF_DOCIT team, giving a talk on how #LLMs can be used to identify barriers to optimal patient care #qualityimprovement Join us at 9.30 am CT Wednesday in Marquette 2&3!
The potential for LLM #AI to do accurate triage in the emergency department for patient acuity @JAMANetworkOpen @atulbutte jamanetwork.com/journals/jaman…
Such a pleasure to be live on the @abc7newsbayarea evening news discussing how AI might one day be used in #ER triage! Check out the replay here if you missed it (from 1.55): abc7news.com/videoClip/1478… @UCSFHospitals @UCSF_DOCIT @atulbutte
Thrilled to announce our latest paper "Use of a Large Language Model to Assess Clinical Acuity of Adults in the Emergency Department" published today in @JAMANetworkOpen @TravisZack2 @bmeow19 @madhumitasushil Michelle Wang @AaronKornblith @atulbutte
Thrilled to announce our latest paper "Use of a Large Language Model to Assess Clinical Acuity of Adults in the Emergency Department" published today in @JAMANetworkOpen @TravisZack2 @bmeow19 @madhumitasushil Michelle Wang @AaronKornblith @atulbutte
LLMs may be able to accurately identify higher acuity patient presentation when given pairs of presenting histories extracted from patients’ first ED documentation. ja.ma/3y3M55E @atulbutte
Out today in @JAMANetworkOpen! Cross-sectional study w/ 10 000 pairs of ED visits, @OpenAI GPT accurately identified the patient w/ higher acuity when given pairs of deidentified presenting histories. Work by @cykwilliams @TravisZack2 @bmeow19 @madhumitasushil Michelle Wang…
Out today in @JAMANetworkOpen! Cross-sectional study w/ 10 000 pairs of ED visits, @OpenAI GPT accurately identified the patient w/ higher acuity when given pairs of deidentified presenting histories. Work by @cykwilliams @TravisZack2 @bmeow19 @madhumitasushil Michelle Wang… https://t.co/qHuQZZdJcV
Check out @UCSF_BCHSI @ImmPortDB poster B941 by @Sanchitab and Reuben Sarwal on Leveraging GPT-4 for Enhanced Cell-Type Deconvolution in Immunological Research, today between 11:30 am and 12:45 pm! #AAI2024 #AI #opendata
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