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Clinical Competence

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Identifying curriculum content for a cross-specialty robotic-assisted surgery training program: a Delphi study.

Surgical endoscopy
BACKGROUND: Robotic-assisted surgery is increasing and there is a need for a structured and evidence-based curriculum to learn basic robotic competencies. Relevant training tasks, eligible trainees, realistic learning goals, and suitable training met...

Impact of Early Exposure to Robotic Surgery Among Pre-clinical Medical Students on Career Choice and Simulation Skills.

The American surgeon
We aimed to assess whether early exposure of medical students to robotic surgery training influences their interest in a surgical career and improves scores on objective simulation tasks. Medical students were invited to participate in robotic online...

Integration of Robotics in Urology Residency Programs: an Unchecked Technological Revolution.

Current urology reports
PURPOSE OF REVIEW: To review the integration of robotics in urology residency programs and evaluate how it has impacted a graduates' level of surgical competence.

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...

Skin cancer classification via convolutional neural networks: systematic review of studies involving human experts.

European journal of cancer (Oxford, England : 1990)
BACKGROUND: Multiple studies have compared the performance of artificial intelligence (AI)-based models for automated skin cancer classification to human experts, thus setting the cornerstone for a successful translation of AI-based tools into clinic...

Implementation of a standardized robotic assistant surgical training curriculum.

Journal of robotic surgery
Since 2000, robotic-assisted surgery has rapidly expanded into almost every surgical sub-specialty. Despite the popularity of robotic surgery across the United States, a national consensus for standardized training and education of robotic surgeons o...

Developing a Robotic General Surgery Training Curriculum: Identifying Key Elements Through a Delphi Process.

Journal of surgical education
OBJECTIVE: A national robotic surgery curriculum is still developing for general surgery residents as robotic surgery becomes increasingly accessible. One general surgery residency program utilized a Delphi process to optimize a robotic surgery curri...

Development and validation of the metric-based assessment of a robotic vessel dissection, vessel loop positioning, clip applying and bipolar coagulation task on an avian model.

Journal of robotic surgery
The evolution of robotic technology and its diffusion does not seem to have been adequately accompanied by the development and implementation of surgeon training programs that ensure skilled and safe device use at the start of the learning curve. The...

Endoscopic Image-Based Skill Assessment in Robot-Assisted Minimally Invasive Surgery.

Sensors (Basel, Switzerland)
Objective skill assessment-based personal performance feedback is a vital part of surgical training. Either kinematic-acquired through surgical robotic systems, mounted sensors on tooltips or wearable sensors-or visual input data can be employed to p...