The endpoint detection of cough signal in continuous speech has been researched in order to improve the efficiency and veracity of manual recognition or computer-based automatic recognition. First, using the short time zero crossing ratio(ZCR) for identifying the suspicious coughs and getting the threshold of short time energy based on acoustic characteristics of cough. Then, the short time energy is combined with short time ZCR in order to implement the endpoint detection of cough in continuous speech. To evaluate the effect of the method, first, the virtual number of coughs in each recording was identified by two experienced doctors using the graphical user interface (GUI). Second, the recordings were analyzed by automatic endpoint detection program under Matlab7.0. Finally, the comparison between these two results showed: The error rate of undetected cough is 2.18%, and 98.13% of noise, silence and speech were removed. The way of setting short time energy threshold is robust. The endpoint detection program can remove most speech and noise, thus maintaining a lower rate of error.
Algorithms ; Artificial Intelligence ; Cough ; physiopathology ; Endpoint Determination ; Humans ; Pattern Recognition, Automated ; methods ; Signal Processing, Computer-Assisted ; Sound

The existing efficacy evaluation for coronary heart disease (CHD) angina pectoris does not demonstrate the characteristics and advantages of Chinese medicine (CM), so a new system of efficacy evaluation which can scientifically and systematically reflect the specific features of CM needs to be urgently set up. Based on wide references of efficacy evaluations of CHD angina pectoris from our country and abroad, and considering the general acceptance by academic circles and demonstration of the characteristics of CM, this paper tries to set up a new index system of efficacy evaluation, combining both disease and syndrome differentiation for CHD angina pectoris. This paper also offers some explorations based on the results of clinical trials. The system is composed of six aspects, including efficacy evaluation of "disease", syndrome factors and main endpoints (the incidence of important clinical events), as well as patient reported outcomes, safety evaluation and medical economics.
Angina Pectoris ; diagnosis ; therapy ; Coronary Disease ; diagnosis ; therapy ; Diagnostic Techniques and Procedures ; Endpoint Determination ; methods ; Humans ; Medicine, Chinese Traditional ; adverse effects ; methods ; Prognosis ; Syndrome ; Thinking ; Treatment Outcome

Hide melting presents itself as one of the most critical processes in the production of donkey-hide gelatin. Here a NIR-based method was established for the rapid analysis of in-process hide melting solutions as well as for end-point determination of this process. Near infrared (NIR) spectra of hide melting solutions were collected in transflective mode. With the contents of total nitrogen determined by the Kjeldahl method as reference values, partial least squares regression (PLSR) was employed to build calibration models between NIR spectra and total nitrogen. Model parameters including wavelength range and PLS factors were optimized to achieve best model performance. Based on the contents of total nitrogen predicted by calibration model, end point of hide melting was determined. The constructed PLS model gave a high correlation coefficient (R2) of 0.991 3 and a root mean square error of prediction (RMSEP) of 0.807 g x L(-1). With the predicted total nitrogen and predefined limit, decisions concerning the proper times of melting were made. This research demonstrated that NIR transflectance spectroscopy could be used to expeditiously determine the contents of total nitrogen which was subsequently chosen as the indictor for determining the end-point of hide melting. The proposed procedure may help avoid unnecessary raw material or energy consumption.
Animals ; Calibration ; Endpoint Determination ; methods ; Equidae ; anatomy & histology ; Gelatin ; chemistry ; Least-Squares Analysis ; Nitrogen ; analysis ; chemistry ; Skin ; chemistry ; Spectrophotometry, Infrared ; Time Factors ; Transition Temperature

In clinical follow-up studies, hazard ratio (HR) is routinely used to quantify the differences between-groups, however, it is being estimated by the Cox procedure. HR, the ratio of two hazard functions has abstract meaning only and is in lack of the context to give an intuitive explanation of the survival of patients and the assumption of proportional hazards (PH) must be satisfied. Under this context, the restricted mean survival time (RMST) can be used as a relatively effective measure or index of statistics. This paper introduces the RMST-based statistical analysis methods, including estimation of RMST and its difference, hypothesis testing and regression analysis. The application of RMST in data analysis is also introduced. All the evidence demonstrates that RMST can be used as an effective analytical tool with straightforward interpretation. RMST is also more effective than HR in comparing differences between groups, when non-PH is observed. Therefore, RMST is suggested to be stated along with HR in the process of disease efficacy evaluation and prognosis analysis. Cooperation and complement of the two, a precise reflection on the characteristics of data can be expected.
Clinical Trials as Topic ; Endpoint Determination/methods* ; Follow-Up Studies ; Humans ; Kaplan-Meier Estimate ; Prognosis ; Proportional Hazards Models ; Regression Analysis ; Survival Rate/trends* ; Treatment Outcome

Chinese medicine (CM) clinical efficacy evaluation research involves the longitudinal multivariate measurement which means that patients are measured repeatedly and each patient is measured by several indicators on each fixed cross-section. Although each indicator can be evaluated separately with a longitudinal linear mixed model, it is important to consider all the endpoints together especially when researchers pay special attention to the change of the conjoint efficacy for several indicators in one patient. In this article, we introduce a latent variable linear mixed model to the CM conjoint efficacy evaluation and discuss why and how to analyze the longitudinal multivariate endpoint data in the clinical CM efficacy evaluation research. It may lead to the new insight of using such methodology in the field of conjoint efficacy evaluating of CM study. And with the definition of syndrome and symptom in the CM theory, the applied discussion brings the insight of CM syndrome evaluating in future. We illustrate this methodology using an example of CM efficacy evaluation from an ischemic stroke research.
Biomedical Research ; methods ; statistics & numerical data ; Data Interpretation, Statistical ; Endpoint Determination ; methods ; statistics & numerical data ; Humans ; Linear Models ; Medicine, Chinese Traditional ; methods ; Multivariate Analysis ; Research Design ; statistics & numerical data ; Stroke ; drug therapy ; epidemiology ; Treatment Outcome

Biomarkers, Tumor ; analysis ; Endpoint Determination ; methods ; trends ; Evaluation Studies as Topic ; Health Status Indicators ; Humans ; Lymphatic Metastasis ; Medicine, Chinese Traditional ; methods ; trends ; Neoplasm Staging ; methods ; Neoplasms ; pathology ; therapy ; Quality of Life ; World Health Organization

"Living with cancer" and symptom control are the features and advantages of integrative medicine in advanced non-small cell lung cancer (NSCLC) treatment. However, with the current concept of response evaluation criteria by the WHO and RECIST, it is difficult to exhibit the above characteristics. Clinical benefit (CB) is designed as an endpoint recently widely understood and accepted in oncology clinical trials. With the review of its definition and development, we suggest CB to be used as an endpoint in advanced NSCLC treatment with integrative medicine. CB should encompass two connotations: one is improved quality of life and symptom control and the other is disease control rate (DCR), including complete response (CR), partial response (PR), and stable disease (SD). We need to design randomized controlled trials (RCT) to investigate the interrelationship of CB rate and survival to provide high-grade evidence proving that advanced lung cancer patients could really benefit from integrative medicine treatment.
Carcinoma, Non-Small-Cell Lung ; diagnosis ; pathology ; therapy ; Combined Modality Therapy ; Disease Progression ; Endpoint Determination ; methods ; Humans ; Integrative Medicine ; methods ; Lung Neoplasms ; diagnosis ; pathology ; therapy ; Risk Assessment ; Salvage Therapy

OBJECTIVE: To evaluate the clinical efficacy as well as long-term clinical outcomes of superselective microcoil embolization for lower gastrointestinal bleeding (LGIB). MATERIALS AND METHODS: Between 1997 and 2009, 26 patients with intended transcatheter embolotherapy for LGIB were retrospectively reviewed. Embolization was performed only when the catheter could be advanced to or distal to the mesenteric border of the bowel. The main purpose of our study was to assess technical success, recurrent bleeding rate and complications. We also evaluated the long-term clinical outcome, including late recurrent LGIB, bowel ischemia and the survival rate. RESULTS: Twenty-two bleeding sources were in the territory of superior mesenteric artery and four in the inferior mesenteric artery. Technical success was achieved in 22 patients (84.6%). The target vessel of embolization was vasa recta in seventeen patients and marginal artery in the remaining five patients. Early rebleeding occurred in two patients (7.7%) and bowel ischemia in two patients, of whom the embolized points were both at the marginal artery. Delayed recurrent bleeding (> 30 days) occurred in two angiodysplasia patients. Five patients (19.2%) died within the first 30 days of intervention. Long-term follow-up depicted estimated survival rates of 58.2 and 43.1% after one, and five years, respectively. CONCLUSION: Transcatheter embolotherapy to treat LGIB is effective with low rebleeding and ischemic complications. Considering the advanced age and complex medical problems of these patients, the minimal invasive embolotherapy may be used as both a primary and potentially definitive treatment of LGIB.
Acute Disease ; Adult ; Aged ; Aged, 80 and over ; Colonoscopy ; Embolization, Therapeutic/adverse effects/*methods ; Endpoint Determination ; Female ; Gastrointestinal Hemorrhage/radiography/*therapy ; Humans ; Male ; Middle Aged ; Recurrence ; Retrospective Studies ; Survival Rate ; Tomography, X-Ray Computed ; Treatment Outcome