🚨 My lab is hiring! @UCIrvine Seeking full-time data scientists & machine learning engineers.
We apply LLMs and AI tools to clinical data, rapidly scaling up epidemiological analyses of sepsis, hospital-acquired infections, and more. tpaklab.org#MedTwitter 1/x
🚨 My lab is hiring! @UCIrvine Seeking full-time data scientists & machine learning engineers.
We apply LLMs and AI tools to clinical data, rapidly scaling up epidemiological analyses of sepsis, hospital-acquired infections, and more. tpaklab.org#MedTwitter 1/x
🚨 My lab is hiring! @UCIrvine Seeking full-time data scientists & machine learning engineers.
We apply LLMs and AI tools to clinical data, rapidly scaling up epidemiological analyses of sepsis, hospital-acquired infections, and more. tpaklab.org#MedTwitter 1/x
If you are experienced in managing Python, R, and SQL software projects; use data science and ML best practices; love research on infectious diseases; and want to join a growing computational lab based in SoCal...
➡️ Apply today! jobs.uci.edu/careers-home/jo…#MedTwitter 2/x
Maybe AI Knows Something That We Do Not!
🆕💫 Cohort study
LLM accurately extracted presenting signs & symptoms from admission notes that clustered into syndromes differentially correlated with infection sources, MDR infections, and mortality #IDXpostsjamanetwork.com/journals/jam…
#MedTwitter
NEW Analysis of 641K hospital admissions in 3.5y finds ending universal masking & #COVID19 testing was assoc w/ a 25% ⬆️ in hospital-onset resp viral infections (w/ longer stay & ⬆️ mortality) & resumption of universal hospital masking with a 33% ⬇️. #WearAMask /1
New: Universal masking&testing reduce hospital infections, so does staff masking
Stopping universal masking&testing led to 25% increase in respiratory viral infections
Restarting staff masking led to 33% decrease
8 out of 100 (random sample) died
jamanetwork.com/journals/jam…
Stopping universal masking and SARS-CoV-2 testing at 10 US hospitals was associated with a substantial increase in hospital-onset COVID-19, influenza, and RSV. ja.ma/3Z5fdn7
👉@MassGenBrigham ending masking/testing in May2023 was associated w/a 25% increase in hospital-onset respiratory viral infections (RVI) cf. Omicron-dominant period
👉Resuming mask requirement for staff in Jan 2024 was associated w/a significant 33% decline in hospital-onset RVI
ALT A figure that shows “Weekly New Hospital-Onset Cases of SARS-CoV-2, Influenza, and RSV Infection Per Admission for Community-Onset Infection at 10 US Hospitals.”
“The adjusted Poisson Model in the study of testing and masking policies of Mass General Brigham examined data in 4 time periods: pre-Omicron variant with universal testing and masking, Omicron with universal testing and masking, Omicron without universal testing and masking, and Omicron after restarting masking for healthcare professionals only.”
“Hospital-onset infections of SARS-CoV-2, influenza, and RSV were identified as the first positive polymerase chain reaction (PCR) test more than 4 days after admission. Community-onset infections were considered the first positive test within 4 days.”
Source: Testing and Masking Policies and Hospital-Onset Respiratory Viral Infections
https://bit.ly/MGB_MaskTestStudy
🚨A study analyzed changes in the frequency of nosocomial (PCR-confirmed) #COVID, Flu & RSV cases due to policy changes in masking & testing at 10 @MassGenBrigham hospitals shows targeted universal masking routine screening essential in protecting patients healthcare staff🧵
ALT “Want to Limit Respiratory Virus Infections? Mask and Test in Hospitals
— Healthcare workers masking makes a difference, study found” by Rachel Robertson, Medpage Today.
https://bit.ly/3OvhNhk
Image shows a healthcare worker wearing a medical mask, washing their hands.
Headline: The study shows that “Restarting the masking of health care workers was associated with a significant (33%) decrease in hospital-onset respiratory viral infections (JAMA Network Open)
Source: Testing and Masking Policies and Hospital-Onset Respiratory Viral Infections By Dr. Theodore Pak, Dr. Tom Chen and Dr. Sanjat Kanjilal.
https://bit.ly/MGB_MaskTestStudy
This Thanksgiving, let's thank hospitals that use masking during winter respiratory virus season.
Out in @JAMANetworkOpen—Hospital-onset flu, COVID, and RSV rates when 10 Mass Gen Brigham sites stopped universal testing & masking, then restarted staff masking in Jan 2024. 1/🧵
Last point! When patients in the hospital get flu or COVID, they are at much higher risk than the average person. In our recent study at MGB, hospital-onset Omicron associated with a 60% increase in mortality. acpjournals.org/doi/10.7326/…
These infections are worth preventing. fin/🧵