EL V.2 Model for Predicting Food Safety Risks at Taiwan Border Using the Voting-Based Ensemble Method.

Border management serves as a crucial control checkpoint for governments to regulate the quality and safety of imported food. In 2020, the first-generation ensemble learning prediction model (EL V.1) was introduced to Taiwan's border food management. This model primarily assesses the risk of imported food by combining five algorithms to determine whether quality sampling should be performed on imported food at the border. In this study, a second-generation ensemble learning prediction model (EL V.2) was developed based on seven algorithms to enhance the "detection rate of unqualified cases" and improve the robustness of the model. In this study, Elastic Net was used to select the characteristic risk factors. Two algorithms were used to construct the new model: The Bagging-Gradient Boosting Machine and Bagging-Elastic Net. In addition, Fß was used to flexibly control the sampling rate, improving the predictive performance and robustness of the model. The chi-square test was employed to compare the efficacy of "pre-launch (2019) random sampling inspection" and "post-launch (2020-2022) model prediction sampling inspection". For cases recommended for inspection by the ensemble learning model and subsequently inspected, the unqualified rates were 5.10%, 6.36%, and 4.39% in 2020, 2021, and 2022, respectively, which were significantly higher (p < 0.001) compared with the random sampling rate of 2.09% in 2019. The prediction indices established by the confusion matrix were used to further evaluate the prediction effects of EL V.1 and EL V.2, and the EL V.2 model exhibited superior predictive performance compared with EL V.1, and both models outperformed random sampling.

Safety and Efficacy of Intravesical Epinephrine Instillation in Patients with Intractable Lower Urinary Tract Hematuria - A Novel Approach.

OBJECTIVE: To treat intractable hematuria with intravesical instillation of epinephrine. METHODS: Sixty patients were treated with intravesical instillation of epinephrine at Mackay Memorial Hospital. The control group was composed of 60 patients who were treated with standard-of-care cystoscopic electrocautery fulguration. Under general anesthesia, epinephrine-treated group were injected with 150 mL of diluted epinephrine (1:10,000) through cystoscopy, followed by bladder irrigation with 1:100,000-diluted epinephrine at the ward. Successful hemostasis was defined as hematuria resolution within 1 month post-treatment without additional invasive procedures. RESULTS: In the 60 patients who underwent intravesical instillation of epinephrine, radiation cystitis was the most common etiology (65.0%). Fifty-two patients (86.7%) required no additional therapy within 1 month after one course of intravesical epinephrine instillation treatment compared with 28 patients (46.7%) in the electrocautery fulguration-control group (P <.001). We observed a significant decrease in both the median length of hospitalization (P = .049) and the need for additional invasive procedures (P <.001) in the epinephrine group. In addition, cardiopulmonary monitoring of mean blood pressure, mean heart rate, and mean respiratory rate demonstrated no significant differences after epinephrine treatment. CONCLUSION: In this study, intravesical instillation of epinephrine was an innovative method of hemostasis for intractable lower urinary tract hematuria with a success rate of 86.7%, compared to 46.7% in the control group, and significantly reduced the number of additional procedures required and the length of hospitalization. It was well-tolerated by all patients, and was a safe and effective treatment modality for intractable hematuria or bladder hemorrhage.

Anterior fibromuscular stroma-preserved endoscopic enucleation of the prostate: a precision anatomical approach.

BACKGROUND: Benign prostate obstruction (BOO) is becoming increasingly important in this aging society. Some urge/stress urinary incontinence (UUI/SUI) still occurs after endoscopic enucleation of the prostate (EEP). It remains unclear how post-EEP incontinence can be avoided. Currently, early apical release to ameliorate the traction of the external sphincter is the best technique for incontinence prevention. OBJECTIVE: To describe our surgical technique of anterior fibromuscular stroma (AFS)-preserved EEP for BOO. DESIGN, SETTING, AND PARTICIPANTS: The medical records of 60 consecutive patients who underwent AFS-preserved EEP for BOO in our center from September 2019 to December 2019 were retrospectively reviewed. SURGICAL PROCEDURE: AFS-preserved EEP starts at the 12 o'clock position of the urethra, and the junction between the AFS and transitional zone (T-zone) was identified. The AFS and T-zone were separated first to protect the AFS in the initial operative procedure. Then, following the usual enucleation procedure, AFS-preserved EEP could be achieved. MEASUREMENTS: Postoperative prostate-specific antigen (PSA), testosterone, urethral stricture, and voiding status, such as incontinence, uroflow, and postvoiding residual urine were assessed. RESULTS AND LIMITATIONS: The data show that AFS-preserved EEP could achieve similar surgical outcomes as other early apical release approaches. CONCLUSIONS: The preserved AFS provides a nice landmark at the 12 o'clock position during EEP.

Concomitant transrectal ultrasound-guided biopsy and transurethral resection of prostate in patients with urinary retention and elevated serum prostate-specific antigen levels.

BACKGROUND: There was no consensus about the management of patients with urinary retention and elevated serum prostate-specific antigen (PSA) levels. This study aimed to determine whether concomitant transrectal ultrasound (TRUS)-guided biopsy and transurethral resection of prostate (TURP) is practical in patients with urinary retention and elevated serum PSA levels. METHODS: From March 2007 to May 2015, a total of 34 patients with urinary retention and elevated PSA (≥ 4 ng/mL) underwent concomitant TRUS-guided biopsy and TURP. The medical records were evaluated retrospectively, and data including PSA, prostate volume, TURP results, TRUS-guided biopsy results, length of hospitalization, and complications were collected. These patients were then compared with 40 patients with urinary retention who underwent TURP alone. RESULTS: The mean age of the patients was 71.6 years. The mean PSA levels were 16.9 ng/mL. Prostate cancer was detected in eight cases (23.5%): one case by TRUS-guided biopsy alone, two cases by TURP alone, and five cases by both TRUS-guided biopsy and TURP. Complications included fever in five patients (14.7%), recatheterization for urine retention in two patients (5.9%), urinary tract infection in two patients (5.9%), and de novo urge incontinence in seven patients (20.6%). The complication rate was not significantly increased compared with that of the patients who underwent TURP alone. CONCLUSION: This study showed that concomitant TRUS-guided biopsy and TURP was safe and of possible clinical significance in urinary retention patients with elevated serum PSA.

Computer-aided system of evaluation for population-based all-in-one service screening (CASE-PASS): from study design to outcome analysis with bias adjustment.

PURPOSE: Population-based routine service screening has gained popularity following an era of randomized controlled trials. The evaluation of these service screening programs is subject to study design, data availability, and the precise data analysis for adjusting bias. We developed a computer-aided system that allows the evaluation of population-based service screening to unify these aspects and facilitate and guide the program assessor to efficiently perform an evaluation. METHODS: This system underpins two experimental designs: the posttest-only non-equivalent design and the one-group pretest-posttest design and demonstrates the type of data required at both the population and individual levels. Three major analyses were developed that included a cumulative mortality analysis, survival analysis with lead-time adjustment, and self-selection bias adjustment. We used SAS AF software to develop a graphic interface system with a pull-down menu style. RESULTS: We demonstrate the application of this system with data obtained from a Swedish population-based service screen and a population-based randomized controlled trial for the screening of breast, colorectal, and prostate cancer, and one service screening program for cervical cancer with Pap smears. The system provided automated descriptive results based on the various sources of available data and cumulative mortality curves corresponding to the study designs. The comparison of cumulative survival between clinically and screen-detected cases without a lead-time adjustment are also demonstrated. The intention-to-treat and noncompliance analysis with self-selection bias adjustments are also shown to assess the effectiveness of the population-based service screening program. Model validation was composed of a comparison between our adjusted self-selection bias estimates and the empirical results on effectiveness reported in the literature. CONCLUSIONS: We demonstrate a computer-aided system allowing the evaluation of population-based service screening programs with an adjustment for self-selection and lead-time bias. This is achieved by providing a tutorial guide from the study design to the data analysis, with bias adjustment.

Computer-aided system for health economic evaluation.

BACKGROUND: Health policy makers are usually stranded by the complicated infrastructure and intensive computation related to economic evaluation. OBJECTIVES: It is therefore valuable to develop a computer-aided tool to help health personnel to perform economic evaluation with ease. METHOD: The infrastructure for economic evaluation was first designed. Markov process with micro-simulation was applied to model the disease natural history or lifetime sequale to project the effectiveness by comparing all possible decisions. All the essential elements of economic evaluation together with sensitivity analysis are encoded in this computer-aided software written with SAS Screen Control Language in user-defined menu style. ILLUSTRATION: Screening versus no screening for colorectal cancer was used as an example. CONCLUSION: The computer-aided model for economic evaluation was developed in this study. It is anticipated that the flexibility and user-defined menu style facilitate the wide application of economic evaluation to health care intervention program.

Catheter-assisted transurethral resection of the prostate: a novel approach.

INTRODUCTION: The aim of the study was to compare the safety and efficacy of catheter-assisted transurethral resection of the prostate (TURP) with traditional TURP in the treatment of benign prostatic hyperplasia. MATERIALS AND METHODS: A total of 61 men were randomized to either catheter-assisted TURP (30 patients) or traditional TURP (31), both performed with a monopolar device. Measurements included the duration of Foley catheterization, length of hospital stay, symptom score and urinary flow rate. All patients were followed for at least 1 year after surgery. RESULTS: The catheter-assisted group had a significantly shorter operative time, duration of postoperative catheterization and length of stay. There were no significant differences in changes in serum sodium and hemoglobin level on postoperative day 1. At 1 year postoperatively, none of the patients suffered from urethral stricture and the 2 groups did not differ significantly in terms of prostatic volume, peak flow rate or International Prostate Symptom Score. CONCLUSIONS: Catheter-assisted TURP is safe and produced results at 1 year similar to traditional TURP. This new method for TURP appears to be a better and more effective approach than the traditional method, although a longer period of observation is needed to assess the durability of the results.

Estimation and prediction system for multi-state disease process: application to analysis of organized screening regime.

RATIONALE, AIMS AND OBJECTIVES: The disease progression of cancer and non-malignant chronic disease often involve a multi-state transition. However, estimation of parameters and prediction regarding the multi-state disease process are complex. This study aimed to develop an estimation and prediction system with a computer-assisted software using SAS/SCL as a platform to predict the risk of any outcome arising from the underlying multi-state process with or without the incorporation of individual characteristics. METHOD: The computer-aided system is first constructed following the theoretical framework of stochastic process. The functions provided in this software include model specification, formulation of likelihood function, parameter estimation, model validation and model prediction. An example of breast cancer screening for a high-risk group in Taiwan was used to demonstrate the usefulness of this software. RESULTS: The natural history of breast cancer of a three-state disease process has been demonstrated. Two suspected risk factors, late age at first full-term pregnancy and obesity, were considered by the form of the proportional hazard model. Formulation of intensity matrix, likelihood function, assignment of initial values, and parameter constraint and estimation were successfully demonstrated in model specification. Model validation suggested a good fit of the constructed model. The application of model prediction enables one to project the effectiveness of organized screening by different inter-screening intervals from a policy level or from an individual basis. CONCLUSIONS: A computer-aided estimation and prediction system for multi-state disease process was developed and demonstrated. This system can be applied to data with the property of multi-state transitions in association with events or disease.

Is Fournier's gangrene severity index useful for predicting outcome of Fournier's gangrene?

OBJECTIVES: Fournier's gangrene (FG) is a rare but life-threatening disease. Although antibiotics and aggressive debridement have been broadly accepted as the standard treatment, the mortality rate remains high. We conducted a retrospective study to analyze the outcome and identify the risk factors and prognostic indicators. METHODS: We retrospectively reviewed the medical records of 25 patients diagnosed with FG between July 1993 and August 2003. Data collected included age, predisposing factors, treatment modalities, length of hospital stay, surgical debridement times, and outcome. The FG severity index was used to predict outcome. Univariate analysis of the different prognostic factors was performed using t test and Fisher's exact probability test. RESULTS: All patients were male, 60% were diabetic, and the mean age was 55.8 years. The mean hospital stay was 20 days and the mortality rate was 32%. The mean age of 53.8+/-18.3 (SD) years in the survival group (n=17) was significantly lower than the 59.9+/-10.2 years (n=8) of the non-survival group (p<0.05). Non-survival group patients had lower serum hematocrit (mean 28.9, p=0.019) and albumin (mean 1.93, p=0.024) levels. In our series, the mean FG severity index for survivors was 4.41+/-2.45 (range 2-9) compared to 12.75+/-2.82 (range 9-18) for those who died (t test, p<0.0001). CONCLUSION: The survival rate of younger patients with FG was higher. We agree that a FG severity index cutoff value of 9 is an excellent predictor of outcome.

Catecholamines' enhancement of inducible nitric oxide synthase-induced nitric oxide biosynthesis involves CAT-1 and CAT-2A.

Catecholamines enhance inducible nitric oxide synthase (iNOS) expression that results in nitric oxide (NO) overproduction in lipopolysaccharide (LPS)-stimulated macrophages. L-arginine transport mediated by cationic amino acid transporters (including CAT-1, CAT-2, CAT-2A, and CAT-2B) is crucial in regulating iNOS activity. We sought to assess the effects of catecholamines on L-arginine transport and CAT isozyme expression in stimulated macrophages. Confluent RAW264.7 cells were cultured with LPS with or without catecholamines (epinephrine or norepinephrine, 5 x 10(-6) M) for 18 h. NO production, L-arginine transport, and enzyme expression were determined. Our data revealed that LPS co-induced iNOS, CAT-2, and CAT-2B expression, whereas CAT-1 and CAT-2A expression remained unaffected. Significant increases in NO production and L-arginine transport (approximately eight-fold and three-fold increases, respectively) were found in activated macrophages. Catecholamines significantly enhanced NO production and L-arginine transport (approximately 30% and 20% increases, respectively) in activated macrophages. Catecholamines also enhanced the expression of iNOS, CAT-1, and CAT-2A but not CAT-2 or CAT-2B in LPS-stimulated macrophages. Furthermore, the enhancement effects of catecholamines were inhibited by either dexamethasone or propranolol. We provide the first evidence to indicate that L-arginine transport in activated macrophages could be enhanced by catecholamines. Furthermore, this catecholamine-enhanced L-arginine transport might involve CAT-1 and CAT-2A but not CAT-2 or CAT-2B.

Ureteroscopic management of sepsis associated with ureteral stone impaction: is it still contraindicated?

INTRODUCTION: Retrograde decompression is generally not advocated for patients with sepsis owing to ureteral obstruction by stone impaction, and the initial treatment of choice is percutaneous nephrostomy (PCN). We report our experience with the treatment of urosepsis with retrograde ureteroscopy (URS) instead of PCN drainage. PATIENTS AND METHODS: Fifty-six consecutive patients diagnosed with ureteral stone-related sepsis received URS as primary treatment at our institution. Patients with uncontrollable sepsis underwent emergent URS and hemodynamically stable patients underwent elective URS within two days of diagnosis. RESULTS: URS was successful in 53 (94.6%) of the 56 patients. PCN was performed in the 3 cases of URS failure. Internal ureteral stenting was performed in 48 patients. Secondary procedures were performed in 10 (18.9%) patients. Twenty-six patients suffered from postoperative fever for an average of 1.6 days (range 1-4 days). There were no anesthesia-related morbidities, postoperative exacerbations of the clinical condition, or postoperative deaths. The median length of hospital stay was 7 days (range 3-94 days). CONCLUSION: PCN drainage is the standard treatment of sepsis associated with ureteral stone obstruction. However, our results show that URS can be safely and successfully performed by skilled endourologists in select clinical situations.

Gyrus plasmasect: is it better than monopolar transurethral resection of prostate?

INTRODUCTION: This randomized prospective study was conducted to compare the efficacy and safety of the Gyrus Plasmasect loop bipolar transurethral resection of prostate (TURP) and conventional monopolar TURP in the treatment of benign prostatic hyperplasia (BPH). MATERIALS AND METHODS: A total of 117 men were enrolled in this study. Fifty-eight patients underwent Gyrus Plasmasect TURP and 59 patients underwent monopolar TURP. They were followed up for 3 months after surgery. RESULTS: Significant improvements were seen postoperatively in both the Gyrus and monopolar groups in terms of prostatic volume, International Prostate Symptom Score, quality of life score, peak flow rate, and post-void residual urine volume. However, the degree of improvement was not statistically different between the 2 groups. Significantly less blood loss, shorter postoperative catheterization time and length of hospital stay were seen in the Gyrus group. CONCLUSIONS: Gyrus Plasmasect TURP yielded comparable results to monopolar TURP; however, this is only a preliminary study and follow-up is necessary to assess its long-term efficacy.