AIMC Topic: Learning Curve

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[Be alert to adverse events in the "post-learning curve" stage of robotic-assisted total knee arthroplasty].

Zhonghua yi xue za zhi
More and more studies have confirmed that robotic-assisted total knee arthroplasty (RATKA) can improve surgical accuracy and has a user-friendly learning curve. However, most current studies evaluating the learning curve use operative time as the sta...

Optimizing sample size for supervised machine learning with bulk transcriptomic sequencing: a learning curve approach.

Briefings in bioinformatics
Accurate sample classification using transcriptomics data is crucial for advancing personalized medicine. Achieving this goal necessitates determining a suitable sample size that ensures adequate classification accuracy without undue resource allocat...

Is the learning curve of the urology resident for conventional radical prostatectomy similar to that of staff initiating robot-assisted radical prostatectomy?

International braz j urol : official journal of the Brazilian Society of Urology
INTRODUCTION: The superiority of the functional results of robot-assisted radical prostatectomyis still controversial. Despite this, it is known that minimally invasive surgery obtains better results when analyzing blood loss, blood transfusion and l...

Teaching modern pancreatic surgery: close relationship between centralization, innovation, and dissemination of care.

BJS open
BACKGROUND: Pancreatic surgery is increasingly moving towards centralization in high-volume centres, supported by evidence on the volume-outcome relationship. At the same time, minimally invasive pancreatic surgery is becoming more and more establish...

Comparison of the learning curve of robotassisted and laparoscopicassisted gastrectomy.

Zhong nan da xue xue bao. Yi xue ban = Journal of Central South University. Medical sciences
OBJECTIVES: Da Vinci robot technology is widely used in clinic,with minimally invasive surgery development. This study aims to explore the possible influence of advanced surgical robotics on the surgery learning curve by comparing the initial clinica...

Learning curve for adoption of robot-assisted minimally invasive esophagectomy: a systematic review of oncological, clinical, and efficiency outcomes.

Diseases of the esophagus : official journal of the International Society for Diseases of the Esophagus
BACKGROUND: Robot-assisted minimally invasive esophagectomy (RAMIE) is gaining increasing popularity as an operative approach. Learning curves to achieve surgical competency in robotic-assisted techniques have shown significant variation in learning ...

Robot-assisted radical cystectomy: Where we are in 2023.

Investigative and clinical urology
Open radical cystectomy (ORC) is associated with high rates of perioperative morbidity and mortality, owing to its extensive surgical nature and the high frequency of multiple co-morbidities among patients. As an alternative, robot-assisted radical c...

Single-Port Robotic Radical Prostatectomy: Short-Term Outcomes and Learning Curve.

Journal of endourology
In 2018, the U.S. Food and Drug Administration approved the da Vinci single-port (SP) system, in which four instruments are still utilized, but enter through a single-site access trocar. Herein, we report the largest case series for SP robot-assiste...

[The Initial Learning Curve of Robot-assisted Cardiac Surgery].

Kyobu geka. The Japanese journal of thoracic surgery
Initial 37 cases of robot-assisted cardiac surgery were reviewed. The early outcomes were favorable with low transfusion rate and no mortality, but some of the very early cases required reoperation after discharge. In our cohort, in terms of aortic c...