There has been a recent increase in the diagnosis of diseases through radiographic images such as x-rays, magnetic resonance imaging, and computed tomography. The outcome of a radiological diagnostic test is often in the form of discrete ordinal data, and we usually summarize the performance of the diagnostic test using the receiver operating characteristic (ROC) curve and the area under the curve (AUC). The ROC curve will be concave and called proper when the outcomes of the diagnostic test in the actually positive subjects are higher than in the actually negative subjects. The diagnostic test for disease detection is clinically useful when a ROC curve is proper. In this study, we develop a hierarchical Bayesian model to estimate the proper ROC curve and AUC using stochastic ordering in several domains when the outcome of the diagnostic test is discrete ordinal data and compare it with the model without stochastic ordering. The model without stochastic ordering can estimate the improper ROC curve with a nonconcave shape or a hook when the true ROC curve of the population is a proper ROC curve. Therefore, the model with stochastic ordering is preferable over the model without stochastic ordering to estimate the proper ROC curve with clinical usefulness for ordinal data. 相似文献
The supplementary motor area (SMA) is a key structure involved in behavioral planning and execution. Although many reports have indicated that SMA is organized somatotopically, its exact organization remains still unclear. This study aimed to functionally map SMA using functional magnetic resonance imaging (fMRI) and validate the fMRI-SMA by electrocortical stimulation (ECS) and postsurgical symptoms. Total 32 healthy volunteers and 24 patients participated in this study. Motor tasks were right and left finger tapping and language tasks included simple reading, lexical decision for presented words, and verb generating tasks. SPM8 was used to conduct individual and group analyses. In all subjects, the lexical decision task induced the greatest number of active fMRI pixels in SMA. fMRI during the language tasks showed anterior part of SMA compared to finger tapping tasks. We found an overlap spot with all different tasks in posterior part of SMA, which we termed SMA core. Six patients underwent awake craniotomy for ECS mapping for primary regions and SMA. During awake craniotomy, ECS to posterior part of SMA, which might involve the possible SMA core consistently, evoked both speech arrest and flaccid hemiparesis. The SMA mapping suggested posterior part of SMA might play more important roles in any executions, which might involve the SMA core. 相似文献
This study has been carried out to "identify highly sensitive behavior on healthy nutrition (orthorexia nervosa-ON)" in residence medical doctors (MD) in the Faculty of Medicine. Diagnoses of ON was based on the presence of a disorder with obsessive-compulsive personality. The study is a cross-sectional research, which reached out to the entire 318 MD. The ORTO-15 test was used to propose a diagnostic proceeding and to try verify the prevalence of ON. Those subjects who were classified below 40 from the ORTO-15 test are accepted to have ON. Chi-square test, ANOVA (univariate) analysis and logistic regression were used for analyses of the data. Mean score of the participants from the ORTO-15 test is 39.8+/-0.22, and there is no statistical difference between women and men. A total of 45.5% of the residence MD involved in the research scored below 40 in the ORTO-15 test. Those who do their food shopping themselves, skip a meal with a salad/fruit, care about the quality of the things they eat, think that eating outside is healthy, look at the content of what they eat and the content of food is important in selection of a product score lower in their average marks in ORTO-15 and the difference among the groups is statistically significant. Food selection of 20.1% of the male participants and 38.9% of the female participants among the residence MD is influenced by the programs on nutrition/health in mass-media. The difference between the groups is statistically significant (p<0.05). Female medical doctors are more careful than men of their physical appearance and weight control and consume less caloric food, which is statistically significant. Since those who exhibit "healthy fanatic" eating habits may have a risk of ON in the future, it would be useful to conduct studies that identify the prevalence of ON in the public. 相似文献
Background: Some patients after right-hemisphere damage show difficulty in Theory of Mind (TOM) tasks, namely, in the ability to attribute and reason about mental states of others and of themselves.
Aims: We explored how such TOM impairment (aTOMia) following brain damage affects language abilities that are related to TOM. Specifically, we explored the ability of individuals with aTOMia to use and comprehend various referring expressions (e.g., definite and indefinite noun phrases, proper names, and pronouns) according to the speaker’s assessment of the addressee’s knowledge state about the referent.
Methods & Procedures: We compared linguistic abilities that depend on the evaluation of shared knowledge, and hence might be affected by TOM impairment, to purely syntactic tasks, unrelated to TOM. TOM-related abilities were assessed using 6 tasks that test the comprehension, production, and judgment of various types of referring expressions. Non-TOM, syntactic, abilities were assessed using 4 tasks of comprehension and production.
The participants were 21 Hebrew speakers with right-hemisphere damage aged 25–65 years (mean 52;2), 6 women and 15 men. Twenty of them had a right cerebrovascular accident, and one patient was surgically treated for the removal of a tumour. Fourteen of them were aTOMic, whereas 7 showed normal TOM. We compared the TOM-dependent linguistic abilities of the aTOMic patients to the brain-damaged patients with normal TOM, and to an age-matched control group.
Outcomes & Results: The participants with aTOMia performed consistently worse on the TOM-related linguistic tasks than the right-hemisphere-damaged participants with intact-TOM and the healthy control group. They failed to take into account the mental state of the interlocutors and the knowledge that they share in selecting a referring expression. In contrast, their syntactic abilities, which are not dependent on TOM, were intact. Their comprehension of relative clauses, Wh-questions, and object pronouns was normal, and their production of embedded sentences was similar to the controls. The aTOMic and non-aTOMic participants performed similarly to controls on the TOM-independent syntactic tasks.
Conclusions: Individuals who have aTOMia following right-hemisphere damage might show specific impairments in language, when the comprehension and production require TOM. An important implication of this study is, thus, that although these individuals do not suffer damage to the language areas in the brain, they should be considered for language evaluation and treatment. 相似文献
Several models of dystonia have emerged from clinical studies providing a comprehensive explanation for the pathophysiology of this movement disorder. However, several points remain unclear notably concerning the specific role of brainstem, basal ganglia nuclei and premotor cortex. We review data collected in sub-human primate to see whether they might provide new insights into the pathophysiology of dystonia. As in human patients, lesions of the putamen induce dystonia, as well as pharmacological manipulations of the dopaminergic system. In addition, primate studies revealed that lesions in brain stem areas involved in the control of muscular tone and GABAergic manipulations in various basal ganglia nuclei or thalamus also lead to dystonia. Moreover, there is a dramatic disruption in the processing of proprioceptive information with abnormal large receptive fields in the basal ganglia, thalamus, primary somesthetic cortex and premotor cortex of dystonic monkeys. These data highlight the idea that dystonia is associated with aberrant sensory representations interfering with motor control. Considering that the supplementary motor area (SMAp) is the target of basal ganglia projections within the motor loop, we propose a model of dystonia in which abnormal excitability, associated with alteration in sensory receptive fields within the SMAp, leads to an abnormal synchronization between primary motor cortex columns. Such a phenomenon might account for the co-contractions of antagonist muscles favored by action and the abnormal postures observed in dystonia. 相似文献