AIMC Topic: General Surgery
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A Machine Learning Approach in Predicting Mortality Following Emergency General Surgery.
The American surgeon
Aug 11, 2021
BACKGROUND: There is a significant mortality burden associated with emergency general surgery (EGS) procedures. The objective of this study was to develop and validate the use of a machine learning approach to predict mortality following EGS.
Utilizing deep neural networks and electroencephalogram for objective evaluation of surgeon's distraction during robot-assisted surgery.
Brain research
Aug 2, 2021
OBJECTIVE: To develop an algorithm for objective evaluation of distraction of surgeons during robot-assisted surgery (RAS).
Introduction of robotic surgery does not negatively affect cardiothoracic surgery resident experience.
Journal of robotic surgery
May 23, 2021
The objective of this study was to evaluate the educational impact following the implementation of a robotic thoracic surgery program on cardiothoracic (CT) surgery trainees. We hypothesized that the introduction of a robotic thoracic surgery program...
Robotic General Surgery Resident Training Curriculum: A Pilot Experience.
Surgical laparoscopy, endoscopy & percutaneous techniques
Apr 23, 2021
BACKGROUND: The purpose of this study was to report the impact of a pilot robotic general surgery resident training curriculum.
Artificial Intelligence, Machine Learning, and Surgical Science: Reality Versus Hype.
The Journal of surgical research
Mar 18, 2021
Artificial intelligence (AI) has made increasing inroads in clinical medicine. In surgery, machine learning-based algorithms are being studied for use as decision aids in risk prediction and even for intraoperative applications, including image recog...
Bridging the artificial intelligence valley of death in surgical decision-making.
Surgery
Feb 16, 2021
Milestones for autonomous in vivo microrobots in medical applications.
Surgery
Dec 11, 2020
In light of recent developments within both health care and robotics, the use of robots within the human body has become attainable. Here we discuss the milestones for the realization of autonomous microrobots in medical applications. The desired tas...
The future surgical training paradigm: Virtual reality and machine learning in surgical education.
Surgery
Dec 3, 2020
Surgical training has undergone substantial change in the last few decades. As technology and patient complexity continues to increase, demands for novel approaches to ensure competency have arisen. Virtual reality systems augmented with machine lear...
Computer vision in surgery.
Surgery
Dec 1, 2020
The fields of computer vision (CV) and artificial intelligence (AI) have undergone rapid advancements in the past decade, many of which have been applied to the analysis of intraoperative video. These advances are driven by wide-spread application of...
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