Journal Review in Hernia Surgery: Artificial Intelligence and Hernia Outcome Prediction
Behind The Knife: The Surgery Podcast
Behind The Knife: The Surgery Podcast
4.8 • 1.4K Ratings
🗓️ 13 November 2023
⏱️ 28 minutes
🧾️ Download transcript
Summary
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)
- 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
- 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
- Ayuso et al, Predicting Rare Outcomes in Abdominal Wall Reconstruction Using Image-Based Deep Learning Models, Surgery, 2023
- Hassan et al, Novel Machine Learning Approach for Prediction of Hernia Recurrence, Surgical Complication, and 30-Day Readmission after Abdominal Wall Reconstruction, JACS, 2022
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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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