Development and Validation of Image-Based Deep Learning Models to Predict Surgical Complexity and Complications in Abdominal Wall Reconstruction.
Sign Up to like & getrecommendations! Published in 2021 at "JAMA surgery"
DOI: 10.1001/jamasurg.2021.3012
Abstract: Importance Image-based deep learning models (DLMs) have been used in other disciplines, but this method has yet to be used to predict surgical outcomes. Objective To apply image-based deep learning to predict complexity, defined as… read more here.
Keywords: image based; complexity; surgical complexity; deep learning ... See more keywords
Can We Improve Prediction of Adverse Surgical Outcomes? Development of a Surgical Complexity Score Using A Novel Machine Learning Technique.
Sign Up to like & getrecommendations! Published in 2019 at "Journal of the American College of Surgeons"
DOI: 10.1016/j.jamcollsurg.2019.09.015
Abstract: INTRODUCTION An optimal method to quantify surgical complexity using patient comorbidities derived from administrative billing data is lacking. We sought to develop a novel, easy-to-use surgical complexity score to accurately predict adverse outcomes among patients… read more here.
Keywords: machine learning; readmission; complexity; surgical complexity ... See more keywords
MP49-02 THE EFFECT OF SURGICAL COMPLEXITY ON PERIOPERATIVE OUTCOMES OF ROBOT-ASSISTED RADICAL CYSTECTOMY
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Urology"
DOI: 10.1097/ju.0000000000000911.02
Abstract: INTRODUCTION AND OBJECTIVE:Previous surgery and/or radiation can lead to significant intra-abdominal adhesions and therefore, can add to the complexity of surgery, and render minimally invasive sur... read more here.
Keywords: complexity; effect surgical; perioperative outcomes; mp49 effect ... See more keywords
Spiders and mushrooms: Reporting bowel endometriosis shape on preoperative MRI to flag surgical complexity.
Sign Up to like & getrecommendations! Published in 2022 at "Journal of medical imaging and radiation oncology"
DOI: 10.1111/1754-9485.13378
Abstract: INTRODUCTION Preoperative imaging of patients with endometriosis allows adequate counselling, referral to appropriate centres of expertise and workforce planning. The objective of this study was to assess the feasibility of simplified three-category preoperative endometriosis MRI… read more here.
Keywords: bowel; endometriosis; mri; surgical complexity ... See more keywords
Surgical Complexity and Outcome of Patients Undergoing Re-do Aortic Valve Surgery
Sign Up to like & getrecommendations! Published in 2020 at "Open Heart"
DOI: 10.1136/openhrt-2019-001209
Abstract: Objectives Re-do aortic valve surgery carries a higher mortality and morbidity compared with first time aortic valve replacement (AVR) and often requires concomitant complex procedures. Transcatheter aortic valve replacement (TAVR) is an option for selective… read more here.
Keywords: mechanical valve; valve surgery; aortic valve; surgical complexity ... See more keywords
The learning curve of endoscopic endonasal transsphenoidal surgery for pituitary adenomas with different surgical complexity
Sign Up to like & getrecommendations! Published in 2023 at "Frontiers in Surgery"
DOI: 10.3389/fsurg.2023.1117766
Abstract: Objective To investigate the learning curve under different surgical complexity in endoscopic transsphenoidal approach for pituitary adenoma. Methods 273 patients undergoing endoscopic transsphenoidal surgery for pituitary adenoma were collected retrospectively and divided into three groups… read more here.
Keywords: surgery pituitary; surgical complexity; adenoma; learning curve ... See more keywords