@SMudumbaiDoc
@smudumbaidoc.bsky.social
Assoc Professor of Anesthesiology.
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
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
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
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
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
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
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
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
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
🚨 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
🗓️ 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
🚨 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
🗓️ 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
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
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
🚨 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....
🔗 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
🚨 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....
🔗 doi.org/10.1097/ALN....
🚨 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
#DigitalHealth#Veterans #HealthTech
June 16, 2025 at 7:48 PM
🚨 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
#DigitalHealth#Veterans #HealthTech