AIMC Topic: Learning Curve

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Achieving robotic program best practice performance and cost versus laparoscopy: Two case studies define a framework for optimization.

The international journal of medical robotics + computer assisted surgery : MRCAS Mar 17, 2020
BACKGROUND: Robotic surgery is seen by many hospital administrators and surgeons as slower and more expensive than laparoscopic surgery despite the implementation of commonly held robotic best practices. Multiple factors, including surgeon learning c...
Laparoscopy Robotic Surgical Procedures Learning Curve Humans Operative Time Robotics
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Robotic simulation experience in undergraduate medical education: a perspective.

Journal of robotic surgery Mar 3, 2020
Robotic surgery has been one of the most revolutionary advancements in surgery, and demand is anticipated to grow. The performance of robotic surgery has seen an exponential increase in recent years. This is largely due to the benefits offered by rob...
Education, Medical, Undergraduate Simulation Training Learning Curve Robotics Robotic Surgical Procedures United Kingdom Humans Students, Medical
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Why a robot took my bladder.

ANZ journal of surgery Nov 25, 2019
Australia Cystectomy Robotics Urinary Bladder Robotic Surgical Procedures Learning Curve
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A machine learning approach to predict surgical learning curves.

Surgery Nov 18, 2019
BACKGROUND: Contemporary surgical training programs rely on the repetition of selected surgical motor tasks. Such methodology is inherently open ended with no control on the time taken to attain a set level of proficiency, given the trainees' intrins...
Humans Machine Learning General Surgery Learning Curve
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A semi-supervised machine learning framework for microRNA classification.

Human genomics Oct 22, 2019
BACKGROUND: MicroRNAs (miRNAs) are a family of short, non-coding RNAs that have been linked to critical cellular activities, most notably regulation of gene expression. The identification of miRNA is a cross-disciplinary approach that requires both c...
Humans Algorithms Animals Problem-Based Learning Learning Curve MicroRNAs Area Under Curve Supervised Machine Learning
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Semiautomatic Fetal Intelligent Navigation Echocardiography Has the Potential to Aid Cardiac Evaluations Even in Less Experienced Hands.

Journal of ultrasound in medicine : official journal of the American Institute of Ultrasound in Medicine Aug 14, 2019
OBJECTIVES: To investigate the interobserver and intraobserver variability and corresponding learning curve in a semiautomatic approach for a standardized assessment of the fetal heart (fetal intelligent navigation echocardiography [FINE]).
Heart Defects, Congenital Learning Curve Echocardiography, Four-Dimensional Pregnancy Female Ultrasonography, Prenatal Clinical Competence Observer Variation Pregnancy Trimester, Second Humans Artificial Intelligence
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Re: The Learning Curve for Robot-Assisted Partial Nephrectomy: Impact of Surgical Experience on Perioperative Outcomes.

The Journal of urology Jul 8, 2019
Learning Curve Robotic Surgical Procedures Robotics Nephrectomy
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Artificial Intelligence in Aortic Surgery: The Rise of the Machine.

Seminars in thoracic and cardiovascular surgery Jul 4, 2019
The first concept of Artificial Intelligence (AI) came into attention during 1920s and currently it is rapidly being integrated in our daily clinical practice. The use of AI has evolved from basic image-based analysis into complex decisions related t...
Humans Artificial Intelligence Forecasting Learning Curve Vascular Surgical Procedures Big Data Attitude to Computers Surgeons Aortic Diseases Surgery, Computer-Assisted Clinical Competence Diffusion of Innovation Attitude of Health Personnel
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Deep learning-based selection of human sperm with high DNA integrity.

Communications biology Jul 3, 2019
Despite the importance of sperm DNA to human reproduction, currently no method exists to assess individual sperm DNA quality prior to clinical selection. Traditionally, skilled clinicians select sperm based on a variety of morphological and motility ...
Bayes Theorem Learning Curve Spermatozoa Semen Analysis Male Humans Chromatin Healthy Volunteers DNA Fragmentation Neural Networks, Computer Deep Learning Normal Distribution DNA
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Improving Outcomes Defending Patient Safety: The Learning Journey in Robotic Liver Resections.

BioMed research international Apr 8, 2019
BACKGROUND: While laparoscopy is currently adopted for hepatic resections, robotic approaches to the liver have not gained wide acceptance. We decided to analyze the learning curve in the field of robotic liver surgery comparing short-term outcomes b...
Patient Safety Retrospective Studies Female Male Surgeons Middle Aged Robotics Humans Laparoscopy Robotic Surgical Procedures Blood Loss, Surgical Hepatectomy Liver Postoperative Complications Learning Curve Operative Time Length of Stay Liver Neoplasms
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