AIMC Topic: Surgeons

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Perspectives: A surgeon's guide to machine learning.

International journal of surgery (London, England)
The exponential increase in the volume and complexity of healthcare data presents new challenges to researchers and clinicians in analysis and interpretation. The requirement for new strategies to extract meaningful information from large, noisy data...

Road to automating robotic suturing skills assessment: Battling mislabeling of the ground truth.

Surgery
OBJECTIVE: To automate surgeon skills evaluation using robotic instrument kinematic data. Additionally, to implement an unsupervised mislabeling detection algorithm to identify potentially mislabeled samples that can be removed to improve model perfo...

Objective evaluation of technical dexterity in robotic hepaticojejunostomy: Assessment of hepatopancreatobiliary fellows using cumulative sum analytics.

The international journal of medical robotics + computer assisted surgery : MRCAS
BACKGROUND: The development of technical dexterity is a critical for surgeons in training. This study describes and assesses the feasibility of an objective method for the evaluation of procedure-specific technical dexterity in hepatopancreatobiliary...

The patient-side surgeon plays a key role in facilitating robot-assisted intracorporeal ileal conduit urinary diversion in men.

Journal of robotic surgery
The influence of the console surgeon on the feasibility and outcome of various robot-assisted surgeries has been evaluated. These variables may be partially affected by the skills of the patient-side surgeon (PSS), but this has not been evaluated usi...

Introduction of robotic surgery does not negatively affect cardiothoracic surgery resident experience.

Journal of robotic surgery
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...

Impact of Surgeon-Controlled Suction During Robotic Prostatectomy to Reduce Dependence on Bedside Assistance.

Journal of endourology
Suction during robotic surgery has traditionally been performed by a bedside assistant. Adequately skilled assistants are not always available. We assessed a purpose-designed robotic surgeon-controlled suction catheter for efficiency and safety by c...