A medical cost estimation with fuzzy neural network of acute hepatitis patients in emergency room.

Taiwan is an area where chronic hepatitis is endemic. Liver cancer is so common that it has been ranked first among cancer mortality rates since the early 1980s in Taiwan. Besides, liver cirrhosis and chronic liver diseases are the sixth or seventh in the causes of death. Therefore, as shown by the active research on hepatitis, it is not only a health threat, but also a huge medical cost for the government. The estimated total number of hepatitis B carriers in the general population aged more than 20 years old is 3,067,307. Thus, a case record review was conducted from all patients with diagnosis of acute hepatitis admitted to the Emergency Department (ED) of a well-known teaching-oriented hospital in Taipei. The cost of medical resource utilization is defined as the total medical fee. In this study, a fuzzy neural network is employed to develop the cost forecasting model. A total of 110 patients met the inclusion criteria. The computational results indicate that the FNN model can provide more accurate forecasts than the support vector regression (SVR) or artificial neural network (ANN). In addition, unlike SVR and ANN, FNN can also provide fuzzy IF-THEN rules for interpretation.

Determinants of Perceived Physical Environment Barriers among Community-Dwelling Elderly in Taiwan.

OBJECTIVES: To test the hypothesis that mobility, activities of daily living, and the interaction between them can play a key role in determining perceived physical environment barriers among community-dwelling elderly. DESIGN: Cross-sectional. SETTING: Community. PARTICIPANTS: One hundred and ninety-seven community-dwelling elderly with more than 7 points on the Short Portable Mental State Questionnaire and less than 7 points on the Geriatric Depression Scale (15 items). INTERVENTION: None. MEASUREMENTS: Time Get-up and Go test (TUG), the subscales of basic activity of daily living (BADL)/instrumental activities of daily living (IADL) of the Hierarchy of Care Required (HCR), and the physical/structural subscale of the Craig Hospital Inventory of Environmental Factors in Community-dwelling Elderly in Taiwan were used to measure mobility, activities of daily living and perceived physical environment barriers, respectively. Hierarchical linear regression analyses were used to test the study hypothesis. RESULTS: Significant and positive relations were found to exist between perceived physical environment barriers and (1) the TUG time (ß=.300, p<.05), and (2) the IADL score for the HCR (ß=.322, p<.05), respectively. A significant and negative relation existed between perceived physical environment barriers and the interaction term (the TUG time and the IADL score for the HCR) (ß=-.211, p<.05). CONCLUSION: Mobility, IADL and the interaction between them are found to be significant determinants of perceived physical environment barriers in the community-dwelling elderly under consideration. Strategies targeting the enhancement of mobility among community-dwelling elderly are suggested to lead to improvements in the degree to which physical environment barriers are perceived. This beneficial effect could be greater in the case of elderly individuals with better IADL function.

Recent trend of pylephlebitis in Taiwan: Klebsiella pneumoniae liver abscess as an emerging etiology.

BACKGROUND AND AIMS: Pylephlebitis (septic thrombophlebitis of the portal venous system) is a rare complication of intra-abdominal infection. We aimed to investigate the recent trend of its etiology, clinical manifestation, and prognosis. METHODS: We retrospectively studied the etiology, clinical manifestation, and outcome by reviewing the medical records of all imaging-confirmed pylephlebitis cases diagnosed during the period 2002-2011 in a university hospital in Taiwan. To identify the risk factors for pylephlebitis, we randomly selected 160 patients with intra-abdominal infections but without pylephlebitis as the comparison group. RESULTS: We identified 35 cases of pylephlebitis. Most patients were men [29/35 (83 %)]. The median age of the patients was 57 years (range 35-90 years). Unspecified abdominal pain (18/35) and fever (10/35) were the most common clinical manifestations. Klebsiella pneumoniae liver abscess (7/35) and cholangitis (7/35) were the most common etiologies. Liver abscess was a risk factor for pylephlebitis (13/35 vs. 27/160, P = 0.01). With antibiotic therapy, there was no in-hospital mortality, but pylephlebitis was still associated with an excess hospital stay (22.2 ± 17.6 vs. 9.8 ± 7.1 days, P < 0.001). CONCLUSIONS: Our study results suggested a different pattern of pylephlebitis from previous Western literature. K. pneumoniae liver abscess (7/35) is an emerging etiology of pylephlebitis in Taiwan.

Redshift of edge emission from AlGaInP light-emitting diodes and correlation with electron-hole recombination lifetime.

The edge emission from AlGaInP light-emitting diodes showed a red-shifted peak in addition to the peak of surface emission. This shift resulted from the quantum-well absorption of the guided wave. Although the shift degrades the color quality and the extraction efficiency of the device, it helps elucidate many important optical properties of the material and the dynamics of carrier recombination, including the electron-hole recombination lifetime, the optical joint density of state, the spontaneous emission spectrum and the absorption spectrum. A simple concept of the bimolecular recombination is established. The corresponding coefficient can be expressed by a simple formula and was therefore determined.

Ring down artefacts on abdominal sonography to predict pulmonary abnormalities in the emergency department.

Ring down artefacts are sometimes found when emergency physicians perform abdominal ultrasound to differentiate between various abdominal problems. We describe a patient who presented with right upper quadrant abdominal pain and whose ultrasound examination showed ring down artefacts posterior to the right hemidiaphragm, which led to the eventual diagnosis of pneumonia. Ring down artefacts on ultrasound may be used to predict pulmonary abnormalities. Awareness of this sonographic finding may assist in accurate diagnosis and administration of appropriate treatment without delay.