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Copyright of Journal of Ceramics / Taoci Xuebao is the property of Journal of Ceramics Editorial Office and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)

Copyright of Water Conservancy & Electric Power Technology & Application is the property of Omniscient Pte. Ltd. and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)

With the development of deep learning, steganography based on text generation has made significant break-throughs. Existing text-based steganography methods suffer from exposure bias, where the input during training comes from real sample labels, while the input during prediction comes from the output predicted in the previous time step. This difference in input samples between training and prediction leads to error accumulation, resulting in a large distribution difference between generated samples and real samples. To address this problem, this paper proposes a text steganography model called TS-GANMA based on generative adversarial networks and multi-head attention. First, a text generator is trained using a generative adversarial network, and multi-head attention mechanisms are used to extract multi-head attention scores to participate in the reward calculation of the reward module, obtaining feedback information more suitable for the generator. Then, the generator and discriminator are trained in an adversarial manner, which can solve the exposure bias problem and optimize the text generation model. Finally, the conditional probability distribution output by the text generation model is encoded to embed secret information. The experimental results demonstrate that the steganography method based on TS-GANMA has a much lower perplexity than the methods based on LSTM-vlc and ADG at the same embedding rate. This is because the steganographic text generated by the TS-GANMA model fits the statistical distribution of the real text better, and can generate higher quality steganographic text. [ABSTRACT FROM AUTHOR]

Copyright of Progress in Modern Biomedicine is the property of Publishing House of Progress in Modern Biomedicine and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)

Copyright of Modern Education Exploration is the property of Omniscient Pte. Ltd. and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)

Copyright of Journal of Donghua University (Natural Science Edition) is the property of Journal of Donghua University (Natural Science) Editorial Office and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)

Objective To explore the factors affecting Babinski sign in amyotrophic lateral sclerosis (ALS). Methods We enrolled 262 patients diagnosed with ALS with adequate data in Department of Neurology, The First Affiliated Hospital of Xi’an Jiaotong University from 2015 to 2020. The relationship between the clinical characteristics of patients with positive and negative Babinski sign was analyzed for both sides, respectively. Furthermore, for patients with left or right lower limb weakness complaint, the relationship between Babinski sign and the lower limb involvement characteristics was analyzed. Results Positive Babinski sign was positively correlated with higher diagnostic category (left correlation coefficient 0.297, P<0.001; right correlation coefficient 0.292, P<0.001). Amyotrophic Lateral Sclerosis Functional Rating Scale-Revised (ALSFRS-R) score was lower in patients with positive Babinski sign (left P=0.001, right P=0.001); the proportion of complaints of ipsilateral lower limb weakness was higher (left P=0.008, right P=0.038); the positive rate of ipsilateral upper limb Hoffmann sign was higher (left P=0.004, right P=0.002). In patients with complaints of lower limb weakness, positive Babinski sign was positively correlated with better foot dorsiflexor muscle strength (left correlation coefficient 0.207, P=0.021; right correlation coefficient 0.264, P=0.003), and the proportion of ipsilateral tibialis anterior atrophy was lower in positive Babinski sign group (left P<0.001, right P=0.008); the ratio of ipsilateral common peroneal nerve compound muscle action potential (CMAP)/tibial nerve CMAP was different in positive Babinski sign and negative groups (left P=0.008, right P=0.015), which were positively correlated(left correlation coefficient 0.246, P=0.007; right correlation coefficient 0.223, P=0.015). Conclusion Patients with positive Babinski sign usually have a higher diagnostic category and more extensive clinical involvement. In ALS patients with complaints of lower limb weakness, Babinski sign is more likely to be elicited when the degree of weakness and atrophy of the anterior calf muscles is relatively low. [ABSTRACT FROM AUTHOR]

Copyright of Journal of Modern Laboratory Medicine is the property of Journal of Modern Laboratory Medicine Editorial Department and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)

Copyright of China Surfactant Detergent & Cosmetics (1001-1803) is the property of China Surfactant Detergent & Cosmetics Editorial Office and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)

Copyright of Journal of Shenzhen University Humanities & Social Sciences is the property of Journal of Shenzhen University (Humanities & Social Sciences) Editorial Office and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)

Copyright of Journal of Kunming Medical University / Kunming Yike Daxue Xuebao is the property of Kunming Medical Journal and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)

Copyright of Chinese Journal of Explosives & Propellants is the property of Chinese Journal of Explosives & Propellants Editorial Office and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)

Copyright of Piezoelectrics & Acoustooptics is the property of Piezoelectric & Acoustooptic and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)

Copyright of Journal of Modern Laboratory Medicine is the property of Journal of Modern Laboratory Medicine Editorial Department and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)

BACKGROUND: Nonunion of tendon-bone healing is the main reason of rotator cuff re-tear after reconstruction. OBJECTIVE: To investigate the mechanism of rotator cuff tendon-bone healing induced by Huqian Pill. METHODS: Fifty male Sprague-Dawley rats, SPF grade (provided by Beijing Vital River Laboratory Animal Technology Co., Ltd.) were used to construct unilateral rotator cuff tear model, and were reconstructed the rotator cuff after 1 month. Then the rats were randomly divided to control and Huqian Pill (water decoction via gavage) groups. At 4 weeks, the shoulder joint was removed for supraspinatus failure load test. The paraffin sections of shoulder joints were taken for Safranin O-fast green staining to detect the expression of proteoglycan and for immunohistochemical staining to detect the expression of collagen types I and III. Exosomes were extracted from the serum of the rats at 48 hours after Huqian Pill treatment, and the quantity of exosomes and protein expression of interleukin-1 receptor antagonist were detected by western blot assay. RESULTS AND CONCLUSION: (1) The supraspinatus failure load in the Huqian Pill group was higher than that in the control group. (2) The transitional area and proteoglycan deposition appeared larger in the Huqian Pill group compared with the control group. (3) Immunohistochemical staining revealed significantly high expression of collagen types I and III in the Huqian Pill group. (4) The serum exosomes content and expression level of interleukin-1 receptor antagonist in the Huqian Pill group were significantly increased. (5) So, Huqian Pill promotes tendon-bone healing of supraspinatus end point through inducing the secretion of exosomes and interleukin-1 receptor antagonist in rats, contributing to the repair of rotator cuff tears. [ABSTRACT FROM AUTHOR]

Copyright of Hydrographic Surveying & Charting / Haiyang Cehui is the property of Hydrographic Surveying & Charting Editorial Board and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)