Isotonic regression, the problem of finding values that best fit given observations and conform to specific ordering constraints, has found many applications in biomedical research and other fields. When the constraints form a partial ordering, solving the problem under the L1 error measure takes O(n) when there are n observations. The analysis of large-scale microarray data, which is one of th...

We consider the nonparametric regression problem with multiple predictors and an additive error, where function is assumed to be coordinatewise nondecreasing. propose a Bayesian approach make inferences on multivariate monotone function, obtain posterior contraction rate, construct universally consistent testing procedure for monotonicity. To facilitate analysis, we temporarily set aside shape ...

In order to improve the simplicity and accuracy of detecting muscle strength, a recognition method based on deep learning is proposed. CNN algorithm RNN are used complete classification B-ultrasound images videos with different strength. The convolutional neural network extract features video, then cyclic time sequence analysis. experiment uses data set in this paper for training testing. resul...

Present version: However, we noted a significant fall in the diastolic blood pressure immediately after performing the isotonic exercise for five minutes, in Vata-Kapha individuals in comparison to the other two groups, namely, Pitta-Kapha and Vata-Pitta. To be corrected as: However, we noted that the rise in diastolic blood pressure recorded immediately after performing the isotonic exercise f...

1. Recognize the electrolyte changes associated with isotonic dehydration. 2. Effectively manage a child who has isotonic dehydration. 3. Understand the importance of early feedings on the nutritional status of a child who has gastroenteritis. 4. Fully understand that antidiarrheal agents are not indicated nor recommended in the treatment of acute gastroenteritis in children. 5. Recognize the r...

Whether a change in myocardial eontractihty is accompanied by a change in diastolic extensibility was studied by altering stimulation frequency, including paired stimulation, as the inotropic intervention. Isometric and isotonic contractions of isolated cat papillary muscles were examined. Apparent changes in diastolic extensibility were observed with paired stimulation in isometric preparation...

The effects of supine isometric handgrip and graded isotonic bicycle ergometer exercise on left ventricular performance were studied echocardiographically in 20 normal subjects, aged 18 to 36. Measurements of the left ventricular minor axis diameter were taken from recordings performed at rest, during each form of exercise, and during recovery. At the completion of isometric exercise, the press...

AIM This research was carried out to compare magnesium sulfate (MgSO4) with isotonic saline in terms of pain control after herniorrhaphy. PATIENTS & METHODS A randomized double-blind study, in which the patients were blind to all. A total of 100 patients who were candidates of herniorrhaphy were randomized into two groups: experimental and control (50 patients in each). Anesthesia was induced...