Machine Learning Series #4 ML Implementation and Business Incentives

In this final session of the ML Speaker Series, we'll guide you through the the incentives governing ML project viability, project monitoring, and how to design project outcomes/endpoints successfully. This session will be the capstone to our series this year, and teach you the fine details of translating your QA improvement ideas into a project that survives the test of time. With our expert panel of EM doctors, health IT business leaders, and other luminaries, you'll get a great basis for understanding why ML algorithms succeed or fail after their creation.

Getting Started in EM Research

Join us for a session with emergency medicine research faculty, residents, and medical students to explore ways to get started in research. Whether you are measuring your medical education intervention to performing public health work, this panel will discuss ways to use research to explore your passions. We will discuss mentorship, project design, and the entire process from idea to publication.

Machine Learning Series #3 Intro into Informatics and Healthcare Design

In this session, we'll guide you through the comprehensive process of implementing ML/CDS algorithms. From administrative considerations to data quality, design, and monitoring, we've got it all covered. Gain insights into the intricacies of making machine learning work seamlessly in a clinical setting, especially when you are first starting out!

Machine Learning Series #2 Intro into Data Science Principles

Heard of machine learning but aren't a coder? Did you see a new automated score in your ED but have no idea how it's made? Worried about ChatGPT but don't know where to start? Then this series was made for you!

Machine Learning Series #1 Intro into Clinical Machine Learning

Heard of machine learning but aren't a coder? Did you see a new automated score in your ED but have no idea how it's made? Worried about ChatGPT but don't know where to start? Then this series was made for you!

Lit Blitz: 2020’s Highest-Impact Research, presented by the EMRA Research Committee

Join EMRA's Research Committee for a rapid-fire review of EM’s top articles of 2020.

Case-Con 2020 - We Went Virtual

A huge success! Thank you to the 30 participants.  This year we were virtual at ACEP20 with both medical students and residents for our third annual case study presentation. Congratulations to our 2020 winners, who we hope to feature in an upcoming edition of EM Resident.

Research Journal Club

Periodically, the EMRA Research Committee meets to discuss articles, journals, and abstracts related to Emergency Medicine.

Fresh-Baked COVID-19 Updates with EMRA and Brief19

First, Dr. Kimi Chernoby will help us all with some quarantine wellness by walking us through a bread dough prep, and then the Brief-19 team will answer your COVID-19 Health Policy and Research questions (you can submit your questions when you register for the call!)

Kimi Chernoby, MD, JD, MA
Editor, Policy Briefs | Brief19
Chief Resident
Emergency Medicine
Indiana University

Jermey Faust, MD, MS, MA
Editor-In-Chief, Policy Breifs | Brief19
Emergency Physician
Brigham and Women's Hospital

Joshua Niforatos, MD, MTS
Editor, Research Briefs | Brief19
Resident
Emergency Medicine
Johns Hopkins 

ACEP EM Research Section

As a resident, you get joint memberships in both EMRA and ACEP - so make sure you're aware and informed of what the ACEP Emergency Medicine Research Section is doing!

When you set up your EMRA/ACEP membership, you get (2) section memberships for free - one to the ACEP Young Physician Section, and one of your choice. Why not make that choice Research?

Additional ACEP section fees are half off - only $20

ALiEM Chief Resident Incubator Must Read EM Journal Articles – 2016 Edition

36 must read articles.

• 12 for junior residents.
• 12 for senior residents/attendings.
• 12 controversial topics.

Emergency Medicine Literature’s Top Practice-Changing Articles

Ryan Radecki, MD, MS
August 2016

EMRA Fellowship Guide

Chapter 21 Research Fellowship

Emergency medicine research fellowships are a non-ACGME-accredited post-graduate training opportunity for emergency medicine (EM) residency graduates interested in pursuing a career in basic and clinical research. The Society for Academic Emergency Medicine (SAEM) has approved a subset of eligible research fellowships that have met a number of milestones based on predetermined guidelines. Fellows who complete a research fellowship at a SAEM-approved site receive a certificate of approval upon completion. Emergency medicine is a dynamic specialty that relies heavily on evidence-based medicine to guide everyday practice. EM is an ideal specialty for studying acute emergencies with a broad mix of patients and conditions. The proportion of academic faculty involved in research and the proportion of studies published in emergency medicine journals that have research funding has been climbing (Karras, 2006 and Birkhahn 2006). Emergency medicine research is growing quickly, and fellowship training has been one successful pathway to increase EM research success.

Go to Chapter 21