Introduction: New techniques require "new" surgeons who are able to apply them safely. The bushfire-like employment of laparoscopic cholecystectomy confronted a community of surgeons totally inexperienced in that technique. Thus, the collective learning curve was paralleled by a temporary increase of postoperative complications. The aim of the following study was to analyze the learning curve for laparoscopic herniorrhaphy with regard to the complication rates during that period.

Methods: A total of 76,499 questionnaires from the external quality assurance of the Westfalia-Lippe physicians board registered between 1993 and 1997 were analyzed retrospectively. The parameters (duration of the operation and hospitalization, ASA classification, rate of obese patients, intra- and postoperative complications) were analyzed and plotted as a synchronized learning curve of the whole group of surgeons.

Results: As for laparoscopic cholecystectomy, a learning curve was found for laparoscopic herniorrhaphy, which could be attributed to a decreasing duration of the procedures and increasing ASA classification and rate of morbid obese patients while complication rates were kept constantly low. After 9 months of application laparoscopic hernia repair seemed to have been introduced to a new collective of surgeons while learning parameters showed inverse trends for a short period of time. The complication rate of laparoscopic hernia repair was constantly lower than in routine open inguinal hernia repair.

Conclusion: Since laparoscopic inguinal hernia repair is a demanding method, surgeons apparently did not forget the lessons learned from the introduction of laparoscopic cholecystectomy as they were able to avoid increasing intra- and postoperative complication rates during their learning curve. Surgeons are learning to learn.

Download full-text PDF

Source
http://dx.doi.org/10.1007/s00104-003-0612-zDOI Listing

Publication Analysis

Top Keywords

learning curve
20
laparoscopic cholecystectomy
12
complication rates
12
hernia repair
12
1993 1997
8
laparoscopic
8
postoperative complications
8
curve laparoscopic
8
laparoscopic herniorrhaphy
8
asa classification
8

Similar Publications

Background: Heart failure should be diagnosed as early as possible. Although deep learning models can predict one or more echocardiographic findings from electrocardiograms (ECGs), such analyses are not comprehensive.

Objectives: This study aimed to develop a deep learning model for comprehensive prediction of echocardiographic findings from ECGs.

View Article and Find Full Text PDF

Objective: To develop and validate machine-learning models that predict the risk of pan-cancer incidence using demographic, questionnaire and routine health check-up data in a large Asian population.

Methods And Analysis: This study is a prospective cohort study including 433 549 participants from the prospective MJ cohort including a male cohort (n=208 599) and a female cohort (n=224 950).

Results: During an 8-year median follow-up, 5143 cancers occurred in males and 4764 in females.

View Article and Find Full Text PDF

Objective: Fast progression (FP) represents a desperate situation for advanced non-small cell lung cancer (NSCLC) patients undergoing immune checkpoint inhibitor therapy. We aimed to develop a predictive framework based on machine learning (ML) methods to identify FP in advanced NSCLC patients using blood test biomarkers.

Methods And Analysis: We extracted data of 1546 atezolizumab-treated patients from four multicentre clinical trials.

View Article and Find Full Text PDF

Background: Fertility preferences refer to the number of children an individual would like to have, regardless of any obstacles that may stand in the way of fulfilling their aspirations. Despite the creation and application of numerous interventions, the overall fertility rate in West African nations, particularly Nigeria, is still high at 5.3% according to 2018 Nigeria Demographic and Health Survey data.

View Article and Find Full Text PDF

In 2025, it will be 30 years since the initial clinical approval of pegylated liposomal doxorubicin (PLD) by the Food and Drug Administration. PLD predated the field of nanomedicine and became a model nanomedicine setting key pharmacological principles (prolonged circulation, slow drug release and the enhanced permeability and retention (EPR) effect) for clinical application of other nano-drugs in cancer therapy. The impressive reduction of cardiotoxicity conferred by PLD is the most valuable clinical asset.

View Article and Find Full Text PDF

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!