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smudumbaidoc.bsky.social
@SMudumbaiDoc
@smudumbaidoc.bsky.social
350 followers 320 following 10 posts
Assoc Professor of Anesthesiology.
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smudumbaidoc.bsky.social
Looking forward to Dallas VA Anesthesiology Grand Rounds next week, with colleagues across OR and pain services and academic partners at UTSWMedCenter. I’ll be discussing how large language models can support perioperative care.#AIinMedicine @emarianomd.bsky.social @stanfordanes.bsky.social
January 11, 2026 at 7:35 PM
smudumbaidoc.bsky.social
Thrilled to share our latest work with colleagues from
UCSD,Duke, and Stanford. Can LLMs help write ICU discharge summaries? @emarianomd.bsky.social @stanfordanes.bsky.social
pubmed.ncbi.nlm.nih.gov/40952021/
#AIinMedicine #CriticalCare
Evaluating Large Language Model Performance in Generating Clinically Relevant Intensive Care Unit Discharge Summaries - PubMed
LLMs can generate fluent and readable ICU discharge summaries but may overlook critical clinical details and lack depth compared to human-authored summaries. Further ICU-specific fine-tuning and incor...
pubmed.ncbi.nlm.nih.gov
September 18, 2025 at 1:47 AM
smudumbaidoc.bsky.social
Grateful to have presented at @Tulane Anesthesiology Grand Rounds.We explored how large language models can reduce cognitive load. Great discussion with an engaged group of residents and faculty. Appreciate the warm welcome in New Orleans! #Anesthesiology #AIinMedicine @emarianomd.bsky.social
smudumbaidoc.bsky.social @SMudumbaiDoc @smudumbaidoc.bsky.social · Sep 2
Honored and excited to present at @Tulane Anesthesiology Grand Rounds this week at Tulane’s medical campus. Looking forward to exploring how AI and large language models can reshape perioperative care. #Anesthesiology #AIinMedicine @emarianomd.bsky.social
September 7, 2025 at 5:48 PM
smudumbaidoc.bsky.social
Honored and excited to present at @Tulane Anesthesiology Grand Rounds this week at Tulane’s medical campus. Looking forward to exploring how AI and large language models can reshape perioperative care. #Anesthesiology #AIinMedicine @emarianomd.bsky.social
September 2, 2025 at 4:59 AM
smudumbaidoc.bsky.social
🚨 Harnessing AI to Mitigate Opioid Risk
🗓️ Tues, July 22 | 🕓 4–5 PM ET
🎯 Predictive Analytics for Identifying Patients at Risk for Opioid Misuse
Teaming up with @RodneyGabrielMD & Dr.Ariana Nelson!
🔗 iars.org/cme-webinars/
#AI #OpioidSafety @EMARIANOMD @stanfordanes
CME Webinars | IARS
iars.org
July 22, 2025 at 5:35 AM
smudumbaidoc.bsky.social
Latest from our VA-based team: Optimal multimodal analgesia combinations to reduce pain and opioid use following non-cardiac surgery: an instrumental variable analysis. rapm.bmj.com/content/earl... @stanfordanes.bsky.social @emarianomd.bsky.social #opioids
Optimal multimodal analgesia combinations to reduce pain and opioid use following non-cardiac surgery: an instrumental variable analysis
Background Multimodal analgesia (MMA) is a perioperative pain management strategy that targets various pain pathways, resulting in reduced postoperative pain and opioid use. Unfortunately, the optimal...
rapm.bmj.com
July 16, 2025 at 4:21 AM
smudumbaidoc.bsky.social
🚨 New in Anesthesiology 🚨 Preop telemedicine = safer, greener care. In our nationwide VHA study, telehealth cut carbon emissions by ~50% , no loss in safety or efficiency.Excited to collaborate with Duke Anesth. team! @emarianomd.bsky.social @stanfordanes.bsky.social
🔗 doi.org/10.1097/ALN....
Rapid, Safe, and Efficient Reduction in the Carbon... : Anesthesiology
An abstract is unavailable.
doi.org
June 16, 2025 at 7:55 PM
smudumbaidoc.bsky.social
🚨 New in Military Medicine by our team 🚨 Among U.S. Veterans, social support & personality,not age or income,drive digital health tech use.Openness + supportive friends = higher adoption. Tailored strategies needed. w/ @emarianomd.bsky.social
#DigitalHealth#Veterans #HealthTech
June 16, 2025 at 7:48 PM