Ultrasound volume projection image quality selection by ranking from convolutional RankNet.

Periodic inspection and assessment are important for scoliosis patients. 3D ultrasound imaging has become an important means of scoliosis assessment as it is a real-time, cost-effective and radiation-free imaging technique. With the generation of a 3D ultrasound volume projection spine image using our Scolioscan system, a series of 2D coronal ultrasound images are produced at different depths with different qualities. Selecting a high quality image from these 2D images is the crucial task for further scoliosis measurement. However, adjacent images are similar and difficult to distinguish. To learn the nuances between these images, we propose selecting the best image automatically, based on their quality rankings. Here, the ranking algorithm we use is a pairwise learning-to-ranking network, RankNet. Then, to extract more efficient features of input images and to improve the discriminative ability of the model, we adopt the convolutional neural network as the backbone due to its high power of image exploration. Finally, by inputting the images in pairs into the proposed convolutional RankNet, we can select the best images from each case based on the output ranking orders. The experimental result shows that convolutional RankNet achieves better than 95.5% top-3 accuracy, and we prove that this performance is beyond the experience of a human expert.

Ten-year fracture risk by FRAX and osteoporotic fractures in patients with systemic autoimmune diseases.

The Fracture Risk Assessment Tool (FRAX) has been used universally for the purpose of fracture risk assessment. However, the predictive capacity of FRAX for autoimmune diseases remains inconclusive. This study aimed to compare the applicability of FRAX for autoimmune disease patients. This retrospective study recruited rheumatoid arthritis (RA), systemic lupus erythematosus (SLE) and primary Sjögren syndrome (pSS) patients with bone mineral density (BMD) tests. Patients with any osteoporotic fractures were identified. Taiwan-specific FRAX with and without BMD were then calculated. In total, 802 patients (451 RA, 233 SLE and 118 pSS) were enrolled in this study. The cumulative incidences of osteoporotic fractures in the RA, SLE and pSS patients were 43.0%, 29.2% and 33.1%, respectively. For those with a previous osteoporotic fracture, T-scores were classified as low bone mass. Overall, the patients' 10-year probability of major fracture risk by FRAX without BMD was 15.8%, which then increased to 20.3% after incorporation of BMD measurement. When analyzed by disease group, the fracture risk in RA patients was accurately predicted by FRAX. In contrast, current FRAX, either with or without BMD measurement, underestimated the fracture risk both in SLE and pSS patients, even after stratification by age and glucocorticoid treatment. For pSS patients with major osteoporotic fractures, FRAX risks imputed by RA were comparable to major osteoporotic fracture risks of RA patients. Current FRAX accurately predicted fracture probability in RA patients, but not in SLE and pSS patients. RA-imputed FRAX risk scores could be used as a temporary substitute for SLE and pSS patients.

Combination immunosuppressant therapy and lupus nephritis outcome: a hospital-based study.

Lupus nephritis (LN) is the leading cause of mortality in lupus patients. This study aimed to investigate the treatment outcome and renal histological risk factors of LN in a tertiary referral center. Between 2006 and 2017, a retrospective observational study enrolled 148 biopsy-proven LN patients. After propensity score matching, 75 cases were included for further analysis. The classification and scoring of LN were assessed according to the International Society of Nephrology/Renal Pathology Society. Treatment response was evaluated by daily urine protein and urinalysis at two years after commencing induction treatment and the development of end-stage renal disease (ESRD). In total, 50.7% patients achieved complete remission (CR) or partial remission (PR), while 49.3% patients were categorized as nonresponders. Therapeutic responses in terms of CR/PR rates were associated with Systemic Lupus Erythematosus Disease Activity Index scores (odds ratio (OR): 1.34, 95% confidence interval (CI): 1.12-1.60, p = 0.001). Moreover, higher baseline creatinine levels (hazard ratio (HR): 2.10, 95% CI: 1.29-3.40, p = 0.003), higher renal activity index (HR: 1.30, 95% CI: 1.07-1.58, p = 0.008) and chronicity index (HR: 1.40, 95% CI: 1.06-1.85, p = 0.017) predicted ESRD. Among pathological scores, cellular crescents (HR: 4.42, 95% CI: 1.01-19.38, p = 0.049) and fibrous crescents (HR: 5.93, 95% CI: 1.41-24.92, p = 0.015) were independent risk factors for ESRD. In conclusion, higher lupus activity was a good prognostic marker for renal remission. Renal histology was predictive of ESRD. Large-scale prospective studies are required to verify the efficacy of mycophenolate in combination with azathioprine or cyclosporine in LN patients.

Flunarizine versus topiramate for chronic migraine prophylaxis: a randomized trial.

OBJECTIVES: Chronic migraine (CM) is a prevalent and devastating disorder with limited therapeutic options. This study explored the efficacy of 10 mg/d flunarizine for CM prophylaxis as compared with 50 mg/d topiramate. METHODS: We conducted a prospective, randomized, open-label, blinded-endpoint trial. Patients with CM were randomized to flunarizine and topiramate treatment. The primary outcomes assessed were the reductions in the total numbers of headache days and migraine days after 8 weeks of treatment. Secondary outcomes were reductions in the numbers of days of acute abortive medication intake and acute abortive medication tablets taken, and the 50% responder rate. RESULTS: Sixty-two subjects were randomized (n=31/group). Patients treated with flunarizine showed significant reductions in the numbers of total headache days (-4.9 vs -2.3, P=.012) and migraine days (-4.3 vs -1.4, P=.001) compared with those treated with topiramate. Patients treated with flunarizine also showed significant reductions in the numbers of days of acute abortive medication intake (-2.3 vs -0.2, P=.005) and acute abortive medication tablets taken (-4.6 vs -0.5, P=.005) and had a higher 50% responder rate in terms of total headache days (58.6% vs 25.9%, P=.013) and migraine days (75.9% vs 29.6%, P=.001), compared with topiramate-treated patients. Flunarizine was generally well tolerated and had a safety profile comparable to that of topiramate. CONCLUSIONS: Our results suggest that, in an 8-week study, 10 mg/d flunarizine is more effective than 50 mg/d topiramate for CM prophylaxis.

Nationwide population-based epidemiologic study of rheumatoid arthritis in Taiwan.

OBJECTIVES: Epidemiological studies of rheumatoid arthritis in Asia are rare. The aim of this research was to study the epidemiology and associated medical expenses of rheumatoid arthritis in Taiwan. METHODS: Cases of rheumatoid arthritis, based on the 1987 American College of Rheumatology criteria, were retrieved from the National Health Insurance Research Database with corresponding International Classification of Diseases, Ninth Revision code (ICD-9) 714.0 from January 2000 to December 2007, and limited to those 16 years and older. Age- and sex-specific incidences were estimated by dividing the incidence number by population data obtained from the Department of Statistics, Ministry of the Interior. RESULTS: There were a total of 40,995 cases. The average age-adjusted annual incidence rate was 15.8 per 100,000. The adjusted incidence rates were very stable at 20.9-25.2/100,000/year and 7.0-8.2/100,000/year for females and males, respectively, during the study period. The adjusted average incidence ratio of females/males was 3.1. The age-specific incidence peaked in the 60-64 and 70-74 year age groups for females and males, respectively. The adjusted prevalence rate increased steadily during the study period from 57.7/100,000 in 2000 to 99.6/100,000 in 2007. The average total yearly expense per patient increased from 1,155 United States Dollars (USD) in 2000 to 1,821 USD in 2007. Sicca syndrome (ICD-9 code 710.2) was the most common co-existing ICD-9 code. CONCLUSIONS: This is the first incidence study based on the 1987 American College of Rheumatology criteria in Asia. The prevalence rate based on these criteria was lower than in previous Asia studies. The medical expenses increased continuously.

A 13-year long-term outcome study of elderly with chronic daily headache.

We established a cohort of 60 subjects with chronic daily headache (CDH) out of 1533 community-based elderly in 1993 and finished two short-term follow-ups in 1995 and 1997. All of the 26 survivors without dementia (4 M/22 F, mean age 82.7 +/- 3.4 years) finished the follow-up in 2006. The mean headache frequency was 8.4 +/- 11.8 days per month in the past year, and seven (27%) had persistent CDH. Based on the International Classification of Headache Disorders, 2nd edn, the CDH subtypes diagnoses were chronic migraine in three subjects, chronic tension-type headache in three, and one with medication-overuse headache. All these seven subjects had CDH during the 1995 and 1997 follow-ups. The diagnosis of CDH with migrainous features increased from 25 to 71% in those with CDH from 1993 to 2006. Migraine was the most common headache type in those with CDH resolution. Aggressive treatment should be applied especially for those with persistent CDH at short-term follow-ups.

Effect of sacral-root stimulation on the motor cortex in patients with idiopathic overactive bladder syndrome.

AIMS OF THE STUDY: It is presumed that idiopathic overactive bladder syndrome (OBS) is due to visceral hypersensitivity. Sacral-root stimulation can restore the bladder function, but its mechanism remains uncertain. It is well-known that long-term peripheral stimulation can induce brain plasticity. Hence, we investigated whether brain reorganization occurred along with clinical improvement after sacral-root stimulation. MATERIAL AND METHODS: Because toe flexion is the index for monitoring wire placement, we used the flexor hallucis brevis (FHB) as the target muscle. Transcranial magnetic stimulation (TMS) was applied to study motor cortex excitability and the brain mapping of the muscle. RESULTS: Six patients with idiopathic OBS were included in the study. All demonstrated clinical improvement after sacral-root stimulation. Motor cortex excitability and the area of representation for the flexor hallucis brevis muscle increased for at least 30 min after sacral-root stimulation had terminated. CONCLUSION: Our results showed that cerebral activities changed after sacral-root stimulation. The improvement in urinary urgency and urgency perception was probably due in part to brain reorganization.

Is symptomatology useful in distinguishing between carpal tunnel syndrome and cervical spondylosis?

Hand paraesthesia is a common symptom found in patients either with carpal tunnel syndrome or cervical spondylosis. To differentiate between the two conditions, it is important to identify additional diagnostic symptoms. Ninety-two patients with operated carpal tunnel syndrome and 138 patients with spinal surgery for cervical spondylosis were reviewed. After exclusion of cases co-morbid with both cervical spondylosis and carpal tunnel syndrome or other neurological disorders, 44 patients with carpal tunnel syndrome and 41 patients with cervical spondylosis were compared. There were significant differences in the symptomatology between the two groups. In carpal tunnel syndrome, 84% had nocturnal paraesthesia, 82% hand paraesthesia were aggravated by hand activity, and hand pain occurred in 64%. The incidences were only 10%, 7% and 10%, respectively in cervical spondylosis. Neck pain was present in 76% of cervical spondylosis but only in 14% of carpal tunnel syndrome, and lower limb symptoms were present in 44% of cervical spondylosis and only 9% in carpal tunnel syndrome.

Mechanical properties of HDPE/UHMWPE blends: effect of filler loading and filler treatment.

Various blend ratios of high-density polyethylene (HDPE) and ultra high molecular weight polyethylene (UHMWPE) were prepared with the objective of determining their suitability as biomaterials. In the unfilled state, a blend of 50/50 (HDPE/UHMWPE) ratio by weight was found to yield optimum properties in terms of processability and mechanical properties. Hydroxyapatite (HA) was compounded with the optimum blend ratio. The effects of HA loading, varied from 0 to 50wt% for both filled and unfilled blends were tested for mechanical properties. It was found that the inclusion of HA in the blend led to a remarkable improvement of mechanical properties compared to the unfilled blend. In order to improve the bonding between the polymer blend and the filler, the HA used was chemically treated with a coupling agent known as 3-(trimethoxysiyl) propyl methacrylate and the treated HA was mixed into the blend. The effect of mixing the blend with silane-treated HA also led to an overall improvement of mechanical properties.

Comprehensive analysis of results of surgical treatment of oral tongue carcinoma in Hong Kong.

OBJECTIVE: To evaluate the results of primary surgical treatment of carcinoma of oral tongue in Hong Kong. METHODS: Patients who had undergone primary surgical treatment of oral tongue carcinoma in Queen Mary Hospital were reviewed. RESULTS: There were 112 patients in this study. The first sites of tumor recurrence were 10 (9%) local, 25 (22%) nodal, 3 (3%) locoregional, 5 (5%) distant, 1 (1%) local and distant, 3 (3%) nodal and distant, and 1 (1%) neck extranodal site. Of the 63 T1-2 N0 M0 patients, the regional recurrence rate was 9% for elective neck dissection compared with 47% for "watchful waiting" (Chi-square test, P = 0.0008). The regional recurrence related mortality was 3% for elective neck dissection compared with 23% for "watchful waiting" (Fisher's test, P = 0.02). The 5-year actuarial survival rate was 86% for elective neck dissection compared with 55% for "watchful waiting" (Wilcoxon, P = 0.01). CONCLUSIONS: Local and regional recurrences were the main sites of treatment failure. Elective neck dissection has significant benefits in the reduction of regional failure and improvement of survival. Elective selective I-III neck dissection have to be considered in patients with stage I and stage II oral tongue carcinoma.