Journal Review in Hernia Surgery: Artificial Intelligence and Hernia Outcome Prediction

Behind The Knife: The Surgery Podcast

Science, Health & Fitness, Medicine, Education

4.8 • 1.4K Ratings

🗓️ 13 November 2023

⏱️ 28 minutes

🔗️ Recording | iTunes | RSS

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Summary

Join the Hernia Team from Carolinas Medical Center as they discuss applications of artificial intelligence in predicting outcomes for patients undergoing abdominal wall reconstruction. Emerging technologies are allowing us to understand hernia patients who are at risk for increased surgical complexity and postoperative complications – find out more in this Journal Review episode.

Hosts:

Dr. Sullivan “Sully” Ayuso, Chief Resident, Carolinas Medical Center, @SAyusoMD
Dr. Todd Heniford, Chief of GI & MIS, Carolinas Medical Center, @THeniford
Dr. Vedra Augenstein, Professor of Surgery, Carolinas Medical Center, @VedraAugenstein
Dr. Monica Polcz, Attending Surgeon, Baptist Health (FL)

Learning Objectives:

Provide and introduction to artificial intelligence
Develop an understanding of the applications of artificial intelligence in surgical outcome prediction for patients undergoing hernia repair
Learn how risk stratification of hernia patients can affect their care

References:

Elhage et al, Development and Validation of Image-Based Deep Learning Models to Predict Surgical Complexity and Complications in Abdominal Wall Reconstruction, JAMA Surgery, 2021

https://pubmed.ncbi.nlm.nih.gov/34232255/

Ayuso et al, Predicting Rare Outcomes in Abdominal Wall Reconstruction Using Image-Based Deep Learning Models, Surgery, 2023

https://pubmed.ncbi.nlm.nih.gov/36229252/

Hassan et al, Novel Machine Learning Approach for Prediction of Hernia Recurrence, Surgical Complication, and 30-Day Readmission after Abdominal Wall Reconstruction, JACS, 2022

https://pubmed.ncbi.nlm.nih.gov/35426406/

Please visit https://behindtheknife.org to access other high-yield surgical education podcasts, videos and more.

If you liked this episode, check out more Behind the Knife hernia episodes: https://behindtheknife.org/podcast-category/hernia/

Transcript

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0:00.0	Behind the surgery podcast, relevant and engaging content designed to help you dominate the day. Ladies and gentlemen, I am thrilled to introduce the third edition of the Behind the
0:30.0	Knife Absight Podcast Companion. This latest version offers enhanced images with
0:36.1	immersive audio content for each section making it an unparalleled educational
0:41.1	resource. We've expanded our content with new chapters covering topics like
0:46.0	MIS, oncology, Ooby-G-Y-N, urology, and more. You can find the book in both print and e-book formats on Amazon.
0:56.2	Get ready to elevate your knowledge and achieve top absight scores with the all new behind
1:00.8	the knife absight podcast companion, an indispensable partner on your path to surgical
1:05.8	excellence. Good luck on the upcoming Appsight exam and dominate the day.
1:11.1	Welcome back to another edition of Behind the Night. This is your
1:14.7	hernia team from Carolina's Medical Center. I am Sullivan and
1:18.2	U.S. I'm one of the chief residents here at Carolina's Medical Center.
1:21.8	I'm joined again by professors Todd Henniford
1:25.0	and Bedra Augustine as well as Dr. Monica Pulse
1:28.0	who is recently out of fellowship
1:29.8	in transitioning into practice in South Florida.
1:33.0	So today we're very excited to do our first journal review episode.
1:37.0	We are going to be discussing a couple of papers
1:40.0	and the topic for us is near and dear to our program is going to be artificial intelligence in hernia.
1:46.0	And so we'll start off with Dr. Henniford, kind of talking to a little bit about why we've gotten interested in artificial intelligence, Dr.
1:53.0	Henniford.
1:54.0	Thanks, Sike.
1:55.0	And welcome everyone.
	...

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