JoshuaPhilipParrecoMDFACS

General Surgery • Hollywood, FL

Trauma Surgery & Surgical Critical Care

Trauma Critical Care Surgeon

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Office
1150 N 35th Ave
Ste 600
Hollywood, FL 33021
Phone+1 954-265-5969

Fax+1 954-965-3599

Summary

Artificial Intelligence Used to Predict Mortality in Surgical ICU

Using artificial intelligence in addition to physician documentation may better predict death in the surgical ICU.

University of Miami Miller School of Medicine

Artificial intelligence can help predict which patients with penetrating trauma are most likely to return with repeat injury in the future, a new study publishe

Miller School Trauma Surgeons Are First to Report Hidden Public...

A group of trauma surgeons at the University of Miami Miller School of Medicine, working with a newly released federal database detailing hospital readmissions,

Education & Training

University of Miami/Jackson Health SystemFellowship, Surgical Critical Care, 2018 - 2019
HCA Florida JFK Hospital/University of Miami Miller School of Medicine GME ConsortiumResidency, Surgery, 2013 - 2018
University of Miami Leonard M. Miller School of MedicineClass of 2013

Certifications & Licensure

FL State Medical License 2013 - 2026
American Board of Surgery Surgery
American Board of Surgery Surgical Critical Care
American College of SurgeonsAdvanced Trauma Life Support
American College of SurgeonsFellow
American College of SurgeonsFundamentals of Endoscopic Surgery
American College of SurgeonsFundamentals of Laparoscopic Surgery

Awards, Honors, & Recognition

Sawyer Award Finalist Surgical Infection Society, 2019
Gold Medal Forum Presentation Southeastern Surgical Congress, 2018
2nd Place, Resident Paper Competition Florida Committee on Trauma, 2018
General Surgery Resident of the Year University of Miami, Palm Beach, 2017-2018
General Surgery Residency Program Commendation: Scholarly Activity University of Miami, Palm Beach, 2017
Florida Vascular Foundation Scholarship Florida Vascular Society, 2015
American Board of Surgery In-Training Exam (ABSITE) 80th Percentile Club University of Miami, Palm Beach, 2014
George Paff Teaching Award University of Miami, Palm Beach, 2014
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Publications & Presentations

PubMed

4 citations
Variations in Nationwide Readmission Patterns after Umbilical Hernia Repair.
Sarah A. Eidelson, Joshua Parreco, Michelle B. Mulder, Arjuna Dharmaraja, L. Renee Hilton
The American Surgeon. 2019-05-01
50 citations
Using artificial intelligence to predict prolonged mechanical ventilation and tracheostomy placement.
Joshua Parreco, Antonio E. Hidalgo, Jonathan Parks, Robert A. Kozol, Rishi Rattan
The Journal of Surgical Research. 2018-08-01
8 citations
Complications while awaiting elective inguinal hernia repair in infants: Not as common as you thought.
Anthony Ferrantella, Juan E. Sola, Joshua Parreco, Hallie J. Quiroz, Brent A. Willobee
Surgery. 2021-01-23

Journal Articles

Thirty-Day Readmissions Following Parathyroidectomy: Evidence from the National Readmissions Database, 2013–2014
Adam M Kravietz, Jessica L Buicko, Joshua P Parreco, Robert A Kozol, ScienceDirect

Abstracts/Posters

Predicting Mortality In The Surgical Intensive Care Unit Using Artificial Intelligence And Natural Language Processing Of Physician Documentation
Joshua Parreco, Antonio Hidalgo, Robert Kozol, Nicholas Namias, Rishi Rattan, Southeastern Surgical Congress, Tampa Bay, FL, 2/11/2018
Using Artificial Intelligence to Predict Prolonged Mechanical Ventilation and Tracheostomy Placement
Joshua Parreco, Antonio Hidalgo, Jonathan Parks, Robert Kozol, Rishi Rattan, Academic Surgical Congress, Jacksonville, FL, 1/31/2018
Nationwide Analysis of Motor Vehicle Collision Readmission and Reinjury
Joshua Parreco, Tanya Zakrison, Alex Badilla, Rishi Rattan, Academic Surgical Congress, Jacksonville, FL, 1/31/2018
Risk Factors for the Development of Episodic Mood Disorders after Penetrating Trauma
Joshua Parreco, Daniella Anderson, Tanya L. Zakrison, Rishi Rattan, American College of Surgeons Clinical Congress, San Diego, CA, 10/24/2017
Comparing Outcomes and Costs Between Vascular and Nonvascular Trauma: Injury Severity Classification is Not an Accurate Predictor in Vascular Trauma
Joshua Parreco, Michael Lopez, Reagan Ross, Rishi Rattan, American College of Surgeons Clinical Congress, San Diego, CA, 10/23/2017
Meta-analysis of Thromboelastography for Postoperative Hemorrhage After Cardiac Surgery
Joshua Parreco, Marcus Eby, Ann Kurian, Cristiano Faber, Robert Kozol, Academic Surgical Congress, Las Vegas, NV, 2/8/2017
Teenage Trauma Patients are at Increased Risk of 30-day Readmission For Mental Disorders
Joshua Parreco, Alison Payson, Stephanie Scurci, Jun Tashiro, Juan Sola, Academic Surgical Congress, Las Vegas, NV, 2/7/2017
Risk Factors And Costs Associated With Nationwide Nonelective Readmission After Trauma
Joshua Parreco, Nicholas Cortolillo, Rishi Rattan, Nicholas Namias, EAST Annual Scientific Assembly, Hollywood, FL, 1/12/2017
Systematic review of robotic-assisted thymectomy and meta-analysis of robotic versus video-assisted and transsternal thymectomy for myasthenia gravis and anterior medi...
Josh Parreco, Kandace Kichler, Marcus Eby, Rennier Martinez, Robert Scoma, SAGES Annual Meeting, Boston, MA, 3/17/2016
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Authored Content

Underestimation of Unplanned Readmission After Colorectal Surgery: A National AnalysisDecember 2017

Press Mentions

New Study Reveals Troubling Trends in VTE TrackingDecember 10th, 2018
Study: AI Helps Identify Patients at High Risk for Repeat Penetrating TraumaNovember 15th, 2017
Miller School Trauma Surgeons Are First to Report Hidden Public Costs of Firearm InjuriesSeptember 27th, 2017