Machine learning-based assessment tool for imbalance and vestibular dysfunction with virtual reality rehabilitation system.

BACKGROUND AND OBJECTIVE: Dizziness is a major consequence of imbalance and vestibular dysfunction. Compared to surgery and drug treatments, balance training is non-invasive and more desired. However, training exercises are usually tedious and the assessment tool is insufficient to diagnose patient's severity rapidly. METHODS: An interactive virtual reality (VR) game-based rehabilitation program that adopted Cawthorne-Cooksey exercises, and a sensor-based measuring system were introduced. To verify the therapeutic effect, a clinical experiment with 48 patients and 36 normal subjects was conducted. Quantified balance indices were measured and analyzed by statistical tools and a Support Vector Machine (SVM) classifier. RESULTS: In terms of balance indices, patients who completed the training process are progressed and the difference between normal subjects and patients is obvious. CONCLUSIONS: Further analysis by SVM classifier show that the accuracy of recognizing the differences between patients and normal subject is feasible, and these results can be used to evaluate patients' severity and make rapid assessment.

A survey of the current status of coronary CT angiography using 64-slice multidetector CT in Taiwan.

BACKGROUND/PURPOSE: The 64-slice multidetector CT (64-MDCT) has bolstered the sensitivity and specificity of coronary CT angiography (CCTA) for detecting coronary artery disease. We performed this study to understand the current status of CCTA using 64-MDCT, so as to determine further promotion and optimal regulation schemes of CCTA in Taiwan. METHODS: Information about CCTA from 68 domestic hospitals with 64-MDCT was collected by means of a questionnaire from July 2009 to January 2010. The studied details included: (1) the implementation background of CCTA; (2) the interdisciplinary cooperation and report processing of CCTA; and (3) the promotion strategy of CCTA. RESULTS: The majority of CCTA sites (89.7%) were administered by diagnostic radiologists. Most cardiologists and cardiac surgeons have confirmed its clinical value by referring patients to undergo CCTA. Of the CCTA reports by radiologists, 41.2% had their report supplemented by referring cardiologists. Such cooperation amongst specialists promoted the development of CCTA. Of CCTA studies, 89.7% included coronary calcium scoring. Most (60.3%) respondents asserted the cost of a study to be 15,000 to 20,000 new Taiwan dollars. Nearly two-fifths (41.2%) of the respondents supported the restriction of subjects for CCTA to those who were high risk group for coronary artery disease or those > 40 years of age. CONCLUSION: Diagnostic radiologists are primarily in charge of managing CCTA sites in Taiwan. The interdisciplinary cooperation amongst radiologists and cardiologists in reporting CCTA may expedite the development of CCTA. The domestic radiologists are expected to standardize the process, which includes interpreting and reporting CCTA findings.

Topical vancomycin for chronic suppurative otitis media with methicillin-resistant Staphylococcus aureus otorrhoea.

There has been a steady increase in the number of cases of methicillin-resistant Staphylococcus aureus (MRSA) otorrhoea; this is a growing concern. The purpose of this study was to evaluate the efficacy of topical vancomycin treatment in patients with MRSA otorrhoea. Fifty-five patients with MRSA otorrhoea were prospectively enrolled into the study. Thirty-five patients were treated with vancomycin eardrops as outpatients. The concentration of the locally prepared vancomycin solution was 25 mg/ml. The dose of vancomycin was two drops three times daily for 10 days. As a control group, 20 patients were treated with gentamicin 0.3% solution. Data were analysed by the Mann-Whitney U test to compare the efficacy of vancomycin eardrops and gentamicin eardrops. In the vancomycin group, the otorrhoea was significantly reduced in 33 ears (94%); in the gentamicin group, in four ears (20 per cent); this reduction was statistically significant (P < 0.03). The use of topical vancomycin treatment was effective for patients with MRSA otorrhoea refractory to conventional antibiotic treatment.