AIMC Topic: Learning Curve

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Learning curve analysis of multiport robot-assisted hysterectomy.

Archives of gynecology and obstetrics
PURPOSE: The purpose of this study was to evaluate the surgical outcomes and learning curve of multiport robot-assisted hysterectomy.

Learning curve for robotic assisted total knee arthroplasty: our experience with imageless hand-held Navio system.

Journal of robotic surgery
The main purpose of this study was to determine the learning curve of Robotic assisted Total Knee Arthroplasty surgery through assessment of operative time and comparison with that of conventional jig based Total Knee Arthroplasty. The study included...

The learning curve of laparoscopic, robot-assisted and transanal total mesorectal excisions: a systematic review.

Surgical endoscopy
BACKGROUND: The standard treatment of rectal carcinoma is surgical resection according to the total mesorectal excision principle, either by open, laparoscopic, robot-assisted or transanal technique. No clear consensus exists regarding the length of ...

The learning curve for open and minimally-invasive kidney transplantation: a systematic review.

Minerva urology and nephrology
INTRODUCTION: There is lack of evidence on the impact of surgeons' learning curve on postoperative outcomes after open (OKT) or minimally-invasive (robot-assisted) kidney transplantation (RAKT). The aim of the review was to assess the learning curve ...

Learning curve for robot-assisted laparoscopic radical prostatectomy in a large prospective multicentre study.

Scandinavian journal of urology
OBJECTIVE: Differences in outcome after radical prostatectomy for prostate cancer can partly be explained by intersurgeon differences, where degree of experience is one important aspect. This study aims to define the learning curve of robot-assisted ...

Learning Curve of Robotic Right Hemicolectomy.

Journal of gastrointestinal surgery : official journal of the Society for Surgery of the Alimentary Tract

Robot-assisted minimally invasive esophagectomy (RAMIE) with side-to-side semi-mechanical anastomosis: analysis of a learning curve.

Updates in surgery
Minimally invasive esophagectomy (MIE) reduces mortality and morbidity related to esophageal surgery, but a long learning curve is necessary due to the technical difficulties of thoracoscopy (35 to 119 patients required as reported in literature). Ro...

Understanding the surgeon's behaviour during robot-assisted surgery: protocol for the qualitative Behav'Robot study.

BMJ open
INTRODUCTION: Robot-assisted surgery is spreading worldwide, accounting for more than 1.2 million procedures in 2019. Data are sparse in the literature regarding the surgeon's mechanisms that mediate risk-taking during a procedure, especially robot-a...

When BERT meets Bilbo: a learning curve analysis of pretrained language model on disease classification.

BMC medical informatics and decision making
BACKGROUND: Natural language processing (NLP) tasks in the health domain often deal with limited amount of labeled data due to high annotation costs and naturally rare observations. To compensate for the lack of training data, health NLP researchers ...