26 The CPT codes were then aggregated by the authors into 1082 procedure types through a consensus-based approach supplemented by literature review to collapse procedures into categories of similar nature (eAppendix 1 in Supplement 1). The clinician type performing the procedure was not ...
(CPT) codes. The high volume of surgical procedures is expected to accelerate the market growth. However, due to an increase in the number of surgeries, there has been an increased usage of surgical drains. There has also been an increase in smoking and alcohol consumption, which results in...
Surgical therapies were identified based on Current Procedural Terminology (CPT) codes corresponding to different procedures. Patients without gender definition were excluded. Since this study utilized only de-identified data and commercially available information, it did not require institutional review at ...
Objective. We aimed to investigate outcomes in transcatheter versus surgical mitral valve repair in patients with secondary mitral regurgitation (MR) by leveraging a global, multi-institutional federated network database. Methods. Using validated ICD-10 and CPT codes, the TriNetX Analytics Research Data...
Procedure types were coded using current procedural terminology (CPT) codes (47,120, partial hepatectomy; 47,125, left hepatectomy; 47,130, right hepatectomy; 47,122, trisegmentectomy): minor hepatectomies (less than 3 contiguous segments, according to Brisbane classification13 such as wedge resect...
Three extreme gradient boosting (XGBoost, version 1.1.1)14models were developed in Python (version 3.7.6) to predict total time of the surgery. These models utilized either the RVU, the CPT codes, or the RVU and the CPT codes combined while the remaining features remained the same in each...
In a more recent study using the ACS NSQIP database, the overall 30-day mortality in 367,065 surgical cases encompassing 659 unique Current Procedural Terminology codes was 0.34%13. Obviously, these studies speak to the high quality of perioperative care currently rendered to children undergoing ...
26 The CPT codes were then aggregated by the authors into 1082 procedure types through a consensus-based approach supplemented by literature review to collapse procedures into categories of similar nature (eAppendix 1 in Supplement 1). The clinician type performing the procedure was not considered ...
Surgical site infections (SSI) are one of the most common and costly hospital-acquired infections in the United States. Meteorological variables such as temperature, humidity, and precipitation may represent a neglected group of risk factors for SSI. Using a national private insurance database, we ...
The NLP classifier was then trained and the results demonstrated its performance on the test data set using CPT codes to determine accuracy.RESULTS\nThis NLP surgical classifier had an overall weighted accuracy rate of 91% for sorting consents into correct surgical categories. Ant...