AIMC Topic: Learning Curve

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Robot assisted minimally invasive esophagectomy (RAMIE) for esophageal cancer.

Best practice & research. Clinical gastroenterology Nov 29, 2018
Worldwide, the standard treatment for locally advanced esophageal cancer with curative intent is perioperative chemotherapy or preoperative chemoradiotherapy followed by open transthoracic esophagectomy (OTE) with gastric conduit reconstruction. Mini...
Humans Treatment Outcome Robotics Minimally Invasive Surgical Procedures Laparoscopy Esophagectomy Esophageal Neoplasms Learning Curve
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Surgical trainee impact on bariatric surgery safety.

Surgical endoscopy Nov 13, 2018
BACKGROUND: Roux-en-Y-gastric bypass (RYGB) and sleeve gastrectomy (SG) are commonly performed bariatric procedures that are associated with a significant learning curve. The effect of surgeon experience on perioperative outcomes and safety is establ...
Female Adult Male Robotics Humans Retrospective Studies General Surgery Education, Medical, Graduate Learning Curve Laparoscopy Bariatric Surgery Obesity, Morbid
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Response to Barry re: Learning Curves and Timing of Surgical Trials: Robotic Kidney Transplantation with Regional Hypothermia by Ahlawat et al. (From: Barry JM. J Endourolo 2018;32:1166; DOI: 1089/end.2018.0419).

Journal of endourology Nov 8, 2018
Robotics Robotic Surgical Procedures Humans Learning Curve Kidney Transplantation Hypothermia
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Learning Curve in Robot-Assisted Laparoscopic Liver Resection.

Journal of gastrointestinal surgery : official journal of the Society for Surgery of the Alimentary Tract Nov 7, 2018
BACKGROUND: The objective of this study was to evaluate the learning curve effect on the safety and feasibility of robot-assisted liver resection (RALR).
Robotics Laparoscopy Feasibility Studies Hepatectomy Child Liver Neoplasms Carcinoma, Hepatocellular Operative Time Postoperative Period Learning Curve Female Male Humans Aged Middle Aged Young Adult Adolescent Adult Child, Preschool
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Transoral surgery using the Flex Robotic System: Initial experience in the United States.

Head & neck Oct 10, 2018
BACKGROUND: This multicenter, retrospective review documents the initial experience using the Flex system for transoral surgery in 2 United States academic centers.
Tongue Academic Medical Centers Natural Orifice Endoscopic Surgery Learning Curve Equipment Design Robotic Surgical Procedures Mouth Pharynx Larynx Glottis Risk Assessment Postoperative Complications Length of Stay Clinical Competence Cohort Studies United States Treatment Outcome Robotics Aged Adult Male Middle Aged Humans Retrospective Studies Female
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Editorial Comment on: Learning Curves and Timing of Surgical Trials: Robotic Kidney Transplantation with Regional Hypothermia by Ahlawat et al. (From: Ahlawat RK, Tugcu V, Arora S, et al. J Endourolo 2018;32:1160-1165; DOI: 1089/end.2017.0697).

Journal of endourology Jul 13, 2018
Robotics Robotic Surgical Procedures Humans Learning Curve Kidney Transplantation Hypothermia
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Spatial and Time Domain Feature of ERP Speller System Extracted via Convolutional Neural Network.

Computational intelligence and neuroscience May 15, 2018
Feature of event-related potential (ERP) has not been completely understood and illiteracy problem remains unsolved. To this end, P300 peak has been used as the feature of ERP in most brain-computer interface applications, but subjects who do not sho...
Time Factors ROC Curve Signal Processing, Computer-Assisted Semantics Humans Brain-Computer Interfaces Female Neuropsychological Tests Learning Curve Neural Networks, Computer Evoked Potentials Young Adult Literacy Machine Learning Visual Perception Adult Brain Male
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Inter-labeler and intra-labeler variability of condition severity classification models using active and passive learning methods.

Artificial intelligence in medicine Apr 27, 2017
BACKGROUND AND OBJECTIVES: Labeling instances by domain experts for classification is often time consuming and expensive. To reduce such labeling efforts, we had proposed the application of active learning (AL) methods, introduced our CAESAR-ALE fram...
Humans Data Mining Severity of Illness Index Phenotype Observer Variation Time Factors Electronic Health Records Learning Curve Area Under Curve Reproducibility of Results Supervised Machine Learning
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Robot-assisted single-site compared with laparoscopic single-incision cholecystectomy for benign gallbladder disease: protocol for a randomized controlled trial.

BMC surgery Feb 9, 2017
BACKGROUND: Recent advances in robotic technology suggest that the utilization of the da Vinci Single-Site™ platform for cholecystectomy is safe, feasible and results in a shorter learning curve compared to conventional single-incision laparoscopic c...
Cholecystectomy, Laparoscopic Humans Operative Time Quality of Life Gallbladder Diseases Robotics Length of Stay Single-Blind Method Learning Curve Blood Loss, Surgical Laparoscopy Cholecystectomy
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Learning curve in robotic rectal cancer surgery: current state of affairs.

International journal of colorectal disease Oct 6, 2016
INTRODUCTION: Robotic-assisted rectal cancer surgery offers multiple advantages for surgeons, and it seems to yield the same clinical outcomes as regards the short-time follow-up of patients compared to conventional laparoscopy. This surgical approac...
Laparoscopy Humans Rectal Neoplasms Intraoperative Care Postoperative Complications Learning Curve Robotics
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