👏🏼Jayson Marwaha, MD MSc Collaboration strategies that creatively leverage real-world data from multiple institutions is key to rapidly generating high-quality evidence that can guide policy making, public health decisions, and clinical care. #ASC2022 #medtwitter BIDMC Department of Surgery

Using open science practices is important for producing reproducible & transparent research. The use of these tools by surgical journals & researchers is limited. This gap is a big oppty to improve the quality of surgical research. #ASC2022 BIDMC Department of Surgery Hao Wei Chen Jayson Marwaha, MD MSc

#ASC2022 🎤Oral presentation this morning: Jayson Marwaha, MD MSc describes our work in the SILab to develop, validate, implement, & evaluate a machine learning-based intervention to improve opioid prescribing at BIDMC Department of Surgery Assoc4AcademicSurgery DBMI at Harvard Med #medtwitter #MachineLearning

Tomorrow, our PI. Dr. Brat Gabriel Brat is a special guest speaker for the SurgicalOutcomesClub Club. He will give a panel talk on “The Promise of Longitudinal Patient Data and #ComputerVision in the OR to make #SurgicalAI a Reality” BIDMC Department of Surgery #ASC2022 #medtwitter Assoc4AcademicSurgery #ML

📆Implementing AI models into patient care presents challenges to deliver optimal care. Dr. Gabriel Brat, Director of the Surgical Informatics Lab, discussed at NEJM Catalyst free event about “AI for Enhancing Public Health.” Link: bit.ly/3D7wSz1 #medtwitter #AI

Inspired work by Jayson Marwaha, MD MSc, fellow in the lab. New modalities will soon generate data that expand our understanding of the surgical journey. The intervention to improve that journey will be surgical informatics.

Tools may be agnostic, but we have to acknowledge the world as it is today: US market share Epic: 32.9% Cerner: 24.4% Meditech: 16.7% Reading @beckershr EHR vendors ranked by ​​percentage of hospital market share beckershospitalreview.com/ehrs/ehr-vendo…

Our recent paper in SURGERY Journal. A collaboration with MIT CSAIL to build machine learning-based opioid prescribing tools. Read more at surgjournal.com/article/S0039-… #ML #AI #opiods #medtwitter #surgicalAI

Congrats to Gabriel Brat and Jayson Marwaha, MD MSc. SILab project was highlighted by JAMA Network Open. Team wanted to understand how opioid prescribing after surgery was related to downstream family risk of chronic opioid use and misuse. Refills were a major risk factor.

Open surgery is a challenging frontier for AI. A computer vision model trained on diverse YouTube surgical content and deployed on prospectively recorded surgical videos showed promise in differentiating btwn operators of variable training and experience. ja.ma/41cYtuU