This study used an artificial neural network (ANN) model to determine the most important pre- and perioperative variables to predict same-day discharge in patients undergoing total knee arthroplasty (TKA). Data for this study were collected from the National Surgery Quality Improvement Program (NSQIP) database from the year 2018. Patients who received a primary, elective, unilateral TKA with a diagnosis of primary osteoarthritis were included. Demographic, preoperative, and intraoperative variables were analyzed. The ANN model was compared to a logistic regression model, which is a conventional machine-learning algorithm. Variables collected from 28,742 patients were analyzed based on their contribution to hospital length of stay.Aims
Methods
The aim of this study was to determine the impact of the severity of anaemia on postoperative complications following total hip arthroplasty (THA) and total knee arthroplasty (TKA). A retrospective cohort study was conducted using the American College of Surgeons National Quality Improvement Program (ACS-NSQIP) database. All patients who underwent primary TKA or THA between January 2012 and December 2017 were identified and stratified based upon hematocrit level. In this analysis, we defined anaemia as packed cell volume (Hct) < 36% for women and < 39% for men, and further stratified anaemia as mild anaemia (Hct 33% to 36% for women, Hct 33% to 39% for men), and moderate to severe (Hct < 33% for both men and women). Univariate and multivariate analyses were used to evaluate the incidence of multiple adverse events within 30 days of arthroplasty.Aims
Methods
We searched -in transverse ultrasound view- the value of the difference (Delta) between -proximal to the tunnel- CSA (a) and -in the tunnel's inlet- CSA (b) for separating normal from abnormal median nerves. 51 patients –suspicious for CTS- underwent Phalen and Tinnel tests. After that, we used a high frequency ultrasound to measure CSAa, CSAb and Delta CSA in both hands. 33 of our 51 patients did not experience any clinical symptoms at the contralateral hand, so that we could perform a comparative study of normal and pathological median nerves (on the same patients). Then, all of them completed a Q-DASH questionnaire and a visual analogue scale (VAS 100/100) and they carried through with a nerve conduction study (NCS).Background
Methods
We compared ultrasound guided methylprednizolone-lidacaine infiltrations around inflammatory area of plantar aponeurosis with systematic use of NSAID'S. Also, we investigated the reliability of the sonographic criteria (a. swelling of aponeurosis more than 20% in comparison to the healthy foot, b. effusion around aponeurosis, c. calcium deposits) most used to identify plantar fasciitis in clinically suspicious patients. A prospective randomised controlled clinical trial, including 28 patients (mean age: 47 years, range: 36–65 years, 85% females) with typical clinical symptoms of plantar fasciitis. All of these patients undertook a soft tissue ultrasonography of the plantar aponeurosis, without Doppler. Then, we randomly divided our sample in 2 groups, group A (14 patients) and group B (14 patients). In group A patients we performed an ultrasound guided injection –in transverse view- around the swollen part of aponeurosis, while we managed group B patients with per os NSAID's treatment (meloxicam 15 mg, once per day) for 2 weeks.Introduction
Methods
To determine if double needle ultrasound-guided hydrodissolution and aspiration of intratendinous calcification is more effective treatment than blind subacromial corticosteroid injection. A prospective randomised comparative clinical study of 32 patients suffering from chronic symptomatic calcific tendinosis of the supraspinatous tendon. Group A (16 patients) received a double needle ultrasound-guided aspiration of the calcification, while group B (16 patients) underwent a blind subacromial betamethazone injection. As far as group A, we attached a syringe in the first needle, including 10cc. of normal saline (N/S), that we injected targeting the calcium deposit. Then we tried to achieve consecutive aspirations through the second needle.Background
Methods
The economic crisis has significantly altered the quality of life in Greece. The obvious negative impact on the offered social and health services has been adequately analysed. We aimed to determine whether the economic crisis has influenced the quantity and quality of Orthopaedic research in Greece, as mirrored from the papers presented at the annual meetings of Hellenic Association of Orthopaedic Surgery between the years 2008–2014. The abstracts of the papers (oral and posters) presented in these meetings have been examined. Details regarding the department of origin were registered. We determined the level of evidence (according to the AAOS classification system), found the amount of papers that were published in PubMed journal and noted if a department of another country participated.Background
Methods
We investigated whether grey scale early ultrasonography could be used for the accurate initial diagnosis of non displaced occult scaphoid fractures. This is a prospective blind clinical study that includes 36 patients that came to the emergency room with suspected clinical symptoms for scaphoid fracture but negative initial X-ray's. After that, a high resolution ultrasonography (without Doppler) was performed. Both wrists of each patient were examined, for comparison. After 14 days, new X-rays were performed, which compared to the early sonographic results of the patients.Introduction
Methods
