Early and accurate diagnosis of glaucoma is critical for avoiding human vision deterioration and preventing blindness. A deep-neural-network model has been developed for the diagnosis of glaucoma based on Heidelberg retina tomography, called “Seeking Common Features and Reserving Differences Net” to make full use of the HRT data. In this work, the proposed SCRD-Net model achieved an area under the curve of 94.0%. For the two HRT image modalities, the model sensitivities were 91.2% and 78.3% at specificities of 0.85 and (...) 0.95, respectively. These results demonstrate a significant improvement over earlier results. In addition, we visualized the network outputs to develop an interpretation of the learned mechanism for discriminating glaucoma and normal images. Thus, the SCRD-Net can be an effective diagnostic indicator of glaucoma during clinical screening. To facilitate SCRD-Net utilization by the scientific community, the code implementation will be made publicly available. (shrink)

More and more studies showed that strabismus is not simply an ocular disease, but a neuro-ophthalmology disease. To analyze potential changes in brain activity and their relationship to behavioral performance in comitant strabismus patients and healthy controls. Our study recruited 28 patients with comitant strabismus and 28 people with matched weight, age range, and sex ratio as healthy controls. Using resting-state functional magnetic resonance imaging, we evaluated fALFF to compare spontaneous brain activity between comitant strabismus and healthy controls. We did (...) hospital anxiety and depression scale questionnaires for these patients. We found significantly lower fALFF value in comitant strabismus patients compared with controls in the left frontal superior medial gyrus and the right middle cingulum. In the latter region, fALFF was significantly negatively correlated with the hospital anxiety and depression scale, as well as the duration of disease. Receiver operating characteristic curve analysis indicated that the fALFF method has clear potential for the diagnosis of comitant strabismus patients. These results revealed abnormal spontaneous activity in two brain regions of comitant strabismus patients, which may indicate underlying pathologic mechanisms and may help to advance clinical treatment. (shrink)

Business Ethics, the Environment & Responsibility, Volume 31, Issue 2, Page 577-588, April 2022.

It was meaningful to predict the customers' decision-making behavior in the field of market. However, due to individual differences and complex, non-linear natures of the electroencephalogram signals, it was hard to classify the EEG signals and to predict customers' decisions by using traditional classification methods. To solve the aforementioned problems, a recurrent t-distributed stochastic neighbor embedding neural network was proposed in current study to classify the EEG signals in the designed brand extension paradigm and to predict the participants' decisions. The (...) recurrent t-SNE neural network contained two steps. In the first step, t-SNE algorithm was performed to extract features from EEG signals. Second, a recurrent neural network with long short-term memory layer, fully connected layer, and SoftMax layer was established to train the features, classify the EEG signals, as well as predict the cognitive performance. The proposed network could give a good prediction with accuracy around 87%. Its superior in prediction accuracy as compared to a recurrent principal component analysis network, a recurrent independent component correlation algorithm [independent component analysis ] network, a t-SNE support vector machine network, a t-SNE back propagation neural network, a deep LSTM neural network, and a convolutional neural network were also demonstrated. Moreover, the performance of the proposed network with different activated channels were also investigated and compared. The results showed that the proposed network could make a relatively good prediction with only 16 channels. The proposed network would become a potentially useful tool to help a company in making marketing decisions and to help uncover the neural mechanisms behind individuals' decision-making behavior with low cost and high efficiency. (shrink)

ObjectiveTwo subregions of the dorsolateral prefrontal cortex have been identified as effective repetitive transcranial magnetic stimulation targets for the “anxiosomatic” and “dysphoric” symptoms, respectively. We aimed to develop a convenient approach to locate these targets on the scalp.Materials and methodsIn a discovery experiment, the two personalized targets were precisely identified on 24 subjects using a neuronavigation system. Then, a localized approach was developed based on individual scalp landmarks. This “landmark-based approach” was replicated and validated in an independent cohort. Reliability of (...) the approach was tested by calculating the correlation of both the inter-rater and intra-rater results. Validity was tested by comparing the mean distance between the personalized and landmark-based targets to the TMS spatial resolution. We further conducted a total of 24 sham rTMS sessions to estimate the misplacement between the coil center and target during a 10-min stimulation without neuronavigation.ResultsThe parameters of the “landmark-based approach” in the discovery experiment were replicated well in an independent cohort. Using discovery parameters, we successfully identified the symptom-specific targets in the independent cohort. Specifically, the mean distance between the personalized and landmark-based targets on the cortex was not significantly larger than 5 mm. However, the personalized and landmark-based targets distance exceeded 5 mm in more than 50% of subjects. During the 10-min sham rTMS session, the average coil misplacement was significantly larger than 5 mm.ConclusionThe “landmark-based approach” can conveniently and reliably locate the two symptom-specific targets at group level. However, the accuracy was highly varied at individual level and further improvement is needed. (shrink)

The dynamics behaviors of Kaldor–Kalecki business cycle model with diffusion effect and time delay under the Neumann boundary conditions are investigated. First the conditions of time-independent and time-dependent stability are investigated. Then, we find that the time delay can give rise to the Hopf bifurcation when the time delay passes a critical value. Moreover, the normal form of Hopf bifurcations is obtained by using the center manifold theorem and normal form theory of the partial differential equation, which can determine the (...) bifurcation direction and the stability of the periodic solutions. Finally, numerical results not only validate the obtained theorems, but also show that the diffusion coefficients play a key role in the spatial pattern. With the diffusion coefficients increasing, different patterns appear. (shrink)

The aim of this study was to explore the effect of scoring first on match outcomes in the Chinese Football Super League. A total of 1,116 matches in which at least one goal was scored from the 2014 to 2018 seasons were collected. Match outcomes, absolute goal differences, the minute of the first goal, match locations, and teams’ budgets were analyzed. A team’s budget was measured in terms of a team’s value at the beginning of the season, and teams were (...) clustered into two groups. A descriptive analysis was conducted, and two generalized linear models were applied. The results showed a favorable outcome for the team that scored first both in match outcome and goal difference. Regarding the teams that scored first, 66.31% won their matches, 20.70% achieved a draw, and 12.99% lost. Specifically, home teams were more likely to win and less likely to lose or draw than away teams. Home teams also had a higher likelihood of obtaining a larger goal difference. Higher budget teams were more likely to win and less likely to lose or draw than low-budget teams. Additionally, for each minute, the team scores closer to the end of the match, and the average probability of winning increased by 0.0028. These findings can guide the strategies of coaches in different match scenarios according to the match location and the opponent’s quality. (shrink)

Electroacupuncture (EA) and electroconvulsive therapy (ECT) are often used in the management of schizophrenia. This study sought to determine whether additional EA and ECT could augment antipsychotic response and reduce related side effects. In this retrospective controlled study, 287 hospitalized schizophrenic patients who received antipsychotics (controls, n = 50) alone or combined with EA (n = 101), ECT (n = 55) or both (EA+ECT, n = 81) were identified. EA and ECT were conducted for 5 and 3 sessions per week, (...) respectively, with a maximum of 12 sessions for ECT during hospitalization. The Scale for the Assessment of Positive Symptoms (SAPS) and Scale for the Assessment of Negative Symptoms (SANS) were used to assess the severity of psychotic symptoms. Clinical response on SAPS and SANS, weight gain, and adverse events were compared. Survival analysis revealed that the ECT and EA+ECT groups had markedly greater clinical response rate than controls on SAPS [72.7% and 90.1% vs. 64.0%; relative risk (RR), 1.974 and 2.628, respectively, P ≤ 0.004] and on SANS (67.3% and 70.4% vs. 42.0%; RR, 1.951 and 2.009, respectively, P ≤ 0.015). A significantly greater response rate on SANS than controls was also observed in the EA group (64.4% versus 42.0%; RR = 1.938, P = 0.008). EA-containing regimens remarkably reduced weight gain and incidences of headache, insomnia, dry mouth, and electrocardiographic abnormalities. These results suggest that EA and ECT can serve as additional treatment for enhancing antipsychotic response and reduce the side effects in hospitalized patients with schizophrenia. (shrink)

本书包括:导论:西方哲学的传入与中国近现代哲学的回应方式;从“化西”到“西化”;“以中拒西”说;以中学摄西学等内容。.

ObjectiveThe purpose of this study was to investigate attentional network functional characteristics in patients with cervical dystonia.MethodsA total of 29 patients with CD and 26 healthy controls were recruited. All subjects participated in the study and underwent the Attention Network Test, which evaluated the efficiencies of three independent attention networks, as well as reaction time and accuracy.ResultsSignificant differences between CD patients and HCs were observed in the alerting network. In contrast, the orienting network, executive control network, total mean reaction time, (...) and total accuracy rate showed no significant differences between the two groups.ConclusionPatients with CD showed a significant deficit in the alerting network. However, they did not show any deficits in the orienting or executive control network. In addition, the alerting, orienting, and executive control network functions of CD patients were all affected by the severity of torticollis, especially the alerting network function. (shrink)

This book traces ideological trends in China through a range of historical and comparative perspectives, spanning the ancient belief systems of Confucianism, Legalism, and Taoism to political ideologies of the present day. Chapters in this edited volume are divided into four parts: traditional Chinese ideology, ideology of the Republic, Maoism as an ideology and post Mao ideology, zoning in on specific historical periods from the Qing and Republic periods to the reform era, as well as the period after the founding (...) of the PRC - through which Mao Zedong's political thought is notably discussed from the perspective of epistemology and the global impact of Maoism. Key topics include Sun Yat-sen as the Father of the Republic, Li Dazhao, the early Marxist theoretician, Chiang Kai-shek and his nationalist Fascism, Liang Qichao's emotional appeals through liberal political discourse, Jiang Zemin's theory of 'Three Represents' de-emphasising the Marxist concept of class, Hu Jintao's theory of 'Harmonious Society' and Xi Jinping's political thought. Contributions from world-leading scholars take both comparative and critical approaches, examining not only how studies of ideology are relevant, but how Chinese ideologies have retained their own characteristics distinct to the West. As the first comprehensive study of this subject in the English language, Chinese Ideologywill appeal to students and scholars of philosophy, political science, history, and Asian studies more broadly. (shrink)

本書之撰寫內容，主要是將全經二十八品，作一整體之綜論，除有關開權、顯實之論說，更涵攝修行、神通、功德與授記、佛乘之果等闡述。.

di yi juan. Wen yi mei xue -- di er juan. Zhongguo gu dian wen yi xue -- di san juan. Bi jiao wen yi xue --di si juan. Wen hua mei xue -- di wu juan. Mei de zhui xun.

本书是研究20世纪中国美学思想家宗白华的专论，阐述了宗白华美学思想的形成、发展，并兼及相关的思想文化和社会政治背景。.

本书内容包括:和谐文化思想的历史探析、建设中国特色社会主义与和谐文化、现代化进程中的和谐文化建设、云南和谐文化建设的探索与实践。.

本书收录的文章按照四个主题进行了编排,分别是:世界历史与世界交往、马克思主义全球化理论建构、全球化与社会主义以及全球化理论的全球化等。.

本书介绍的内容包括:全球化与后现代性、后现代思潮与全球化生态、后现代性与全球文化、全球化时代的后现代主义。.

本书分“德治论坛”、“全球化与伦理问题论坛”、“青少年道德教育论坛”三部分,收录了“儒家伦理与道德义务的权利性条件”、“生命伦理学的前沿问题”、“荀子的生态伦理思想”、“科技时代性伦理问题的向度”等文 章。.

本书包括“全球化”语境下的哲学反思、经济哲学研究与我国社会主义建设、文化多样性与中国特色社会主义文化建设、当代哲学与政治研究、“网络时代”的科技与人、“三个代表”理论的哲学思考、马克思主义哲学教学与改 革等若干方面。.

本书围绕“儒学与全球化”的中心议题,就全球化与文化多元发展的关系、全球化发展趋势下儒学的价值及面临的问题等议题,收入了64篇文章。.