Simultaneous determination of 7 thiols associated proteins in lymphoma patients’serum and cerebrospinal fluid by UHPLC-HRMS technique by Qingkun Ma, Mei Zhang, Yongshuai Fan, Han Zhao, Kun Wang, Xiaojing Wang, Yanling Mu

“…Furthermore, a novel PCNSL monitoring model was developed based on different those combined with machine learning algorithm. Thiols has good linear relationship with correlation coefficients ≥ 0.9995 and suitable precision with inter-day and intra-day coefficients variation was 2.08–5.49% and 1.58–5.53%. …”
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Photonics-Aided THz Integrated Sensing and Communication System Based on a Subcarrier-Chirp Inter-Embedded Waveform by Junhao Zhang, Mingzheng Lei, Min Zhu, Qingzhi Zhou, Bingchang Hua, Yuancheng Cai, Hao Li, Jiao Zhang, Zhengyi Liang, Yang Li, Xingyu Chen, Junjie Ding, Qing Zhong, Sha Zhu, Jianjun Yu

“…Here, we propose and experimentally demonstrate a photonics-assisted THz ISAC system based on a time-frequency efficient dual-function waveform. The key to designing the ISAC waveform is embedding the subcarrier communication signals in the idle time-frequency dimension of a linear frequency-modulated continuous wave (LFMCW). …”
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Predicting distant metastasis of bladder cancer using multiple machine learning models: a study based on the SEER database with external validation by Xin Chang Zou, Xue Peng Rao, Jian Biao Huang, Jie Zhou, Hai Chao Chao, Tao Zeng

“…Based on the significant features identified, three ML algorithms were utilized to develop prediction models: logistic regression, support vector machine (SVM), and linear discriminant analysis (LDA). The predictive performance of the three models was evaluated by obtaining the area under the receiver operating characteristic (ROC) curve (AUC), the precision, the accuracy, and the F1 score.ResultsAccording to the statistical results, the final probability of distant metastasis in the population was 12.0% (n = 495). …”
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The predictive value of conventional MRI combined with radiomics in the immediate ablation rate of HIFU treatment for uterine fibroids by Chao Wei, Naiyu Li, Bin Shi, Chuanbin Wang, Yaoyuan Wu, Tingting Lin, Yulan Chen, Yaqiong Ge, Yongqiang Yu, Jiangning Dong

“…In addition, the predicted NPVR was correlated with the actual NPVR (r = 0.655, p < 0.001).Conclusions The efficiency of the combined model was better than that of the conventional MRI model in predicting the NPVR following HIFU ablation for uterine fibroids. …”
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Associations between perceived stress profiles, social connection and work engagement in clinical registered nurses: a mediation analysis and generalized additive models by Yuan Liao, Miaochun Huang, Zhimin Gu, Chun Li, Yan Yu, Qimei Zhang, Xiangyu Lai, Jialin Liu, Kang He, Huiyun Chu, Yao Zhao, Xinyu Wu, Lihua Wu, Yu Li, Sujuan Fang

“…Results (1) The analysis revealed heterogeneity in stress levels among nurses, resulting in the identification of three distinct groups: low stress-high self-demand group (23.4%), high tension-low out-of-control group (57.5%), and high stress-low efficiency group (18.2%). (2) Clinical registered nurses that obtained support from their families were more inclined to be placed in the Low stress-high self-demand group. (3) Social connection significantly mediated the relationship between nurses’ work engagement and perceived stress. (4) Work engagement demonstrated a non-linear relationship with both perceived stress and social connection. …”
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DIAGNOSIS OF CAROTID PARAGANGLIOMA: MULTIDISCIPLINARY ASPECTS by I. V. Stepanov, M. S. Ol’shanskiy, D. Yu. Kharitonov, V. V. Dmitriev, A. V. Podoprigora, A. S. Shcherbinin

“…Objective: to enhance the efficiency of diagnosis and treatment of  carotid paragangliomas, by introducing of a multidisciplinary approach into clinical practice.Material and methods. …”
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A Fast True Time-Delay Wideband Multi-Beam Beamforming Algorithm Based on a 16-Beam Approximate-DVM by Sirani M. Perera, Levi Lingsch, Alp Tuztas, Arjuna Madanayake

“…The reduced complexity DVM algorithm achieves nearly linear complexity for smaller input sizes, specifically when <inline-formula> <tex-math notation="LaTeX">$ N \leq 1024$ </tex-math></inline-formula>. …”
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Associations between essential trace elements and sleep quality in Iranian adults based on the Pittsburgh Sleep Quality Index by Saba Kakaei, Najmaldin Ezaldin Hassan, Samaneh Nakhaee, Zohreh Manoochehri, Borhan Mansouri, Adele Elahi, Omran Davarinejad, Habibolah Khazaie, Zana Ramazani, Maryam Bahrami

“…Additionally, an increase in Fe concentration correlated with improved habitual sleep efficiency (OR 0.984, 95% CI 0.968 to 0.997, P = 0.02). …”
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Greater Improvements in Vaccination Outcomes Among Black Young Adults With Vaccine-Resistant Attitudes in the United States South Following a Digital Health Intervention: Latent Pr... by Noah Mancuso, Jenna Michaels, Erica N Browne, Allysha C Maragh-Bass, Jacob B Stocks, Zachary R Soberano, C Lily Bond, Ibrahim Yigit, Maria Leonora G Comello, Margo Adams Larsen, Kathryn E Muessig, Audrey Pettifor, Lisa B Hightow-Weidman, Henna Budhwani, Marie C D Stoner

“…Logistic regression was used to examine the associations between latent profiles and vaccine uptake, and linear regression was used to examine changes in vaccine attitudes at three months post-randomization. …”
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Optimized design and performance testing of hydraulic electrostatic actuator by Yuze Ye, Qingsong He, Changli Yang, Xiaodong Xu, Lin Xie, Diyi Liu, Bo Zeng, Zhijian Leng

“…The critical breakdown current of the actuator ranged from 115 μA to 130 μA, and the maximum electromechanical conversion efficiency of the actuator under different loads was 67.93%. …”
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Identification of prognostic factors to predict cognitive decline of patients with early Alzheimer's disease in the Japanese Alzheimer's Disease Neuroimaging Initiative study by Takuya Yagi, Michio Kanekiyo, Junichi Ito, Ryoko Ihara, Kazushi Suzuki, Atsushi Iwata, Takeshi Iwatsubo, Ken Aoshima, Alzheimer's Disease Neuroimaging Initiative, Japanese Alzheimer's Disease Neuroimaging Initiative

“….,), by using two statistical approaches, Welch's t‐test and simple linear regression by ordinary least squares. Comparisons between participants with J‐ADNI and participants with NA‐ADNI were also performed. …”
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Effectiveness and Mechanisms of a Digital Mindfulness–Based Intervention for Subthreshold to Clinical Insomnia Symptoms in Pregnant Women: Randomized Controlled Trial by Juan Wang, Qiuhong Yang, Naixue Cui, Liuliu Wu, Xuan Zhang, Yaoyao Sun, Yongqi Huang, Fenglin Cao

“…All outcomes were self-assessed through web-based questionnaires. Linear mixed model analysis was conducted to examine the dMBI-PI’s effects. …”
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A Comprehensive Meta-Analysis of Cassava Addition in a Buffalo Diet: In Vivo Investigations on Performance and Rumen Health by F. M. A. Amirul, N. A. Mazlan, S. Sadarman, N. D. Rusli, M. M. Sholikin, A. Irawan, D. Febrina, N. Qomariah, R. A. Nurfitriani, S. Aditya, A. Jayanegara, M. Z. Saad, D. N. Adli, H. A. Hassim

“…High cassava inclusion may reduce feed acceptability, thereby decreasing feed efficiency. …”
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Eye-brain connection: an altered profile of spatial attention in myopia by Elie De Lestrange-Anginieur, Elie De Lestrange-Anginieur, Elie De Lestrange-Anginieur, Elie De Lestrange-Anginieur, Elie De Lestrange-Anginieur, Feng Pan, Feng Pan, Feng Pan, Feng Pan, Feng Pan, Benjamin Thompson, Benjamin Thompson, Kin Yau Wong

“…Significant dependence of attention modulation on polar coordinate and refractive status was also identified (for both acuity and RT), with larger attention enhancement at the South position, compared to the North location, and lower attention efficiency in myopes, as compared to emmetropes across the visual field. …”
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Aptamer-based Gold Nanoparticles Colorimetric Method for Rapid Detection of Chlorpyrifos by Yao WANG, Xiyan YANG, Yanfei LI, Jiaxiang HUANG, Sijia LI, Kaile WANG, Aoshun HE, Shilin WANG, Yanyan LI, Zhaozhou LI, Xiujin CHEN, Huaibin KANG

“…Under the optimal conditions of 200 mmol/L NaCl concentration and 5000 nmol/L aptamer concentration, the method exhibited a good linear relationship within the chlorpyrifos concentration range of 10~1000 ng/mL (R2=0.997) and achieved a detection limit of 9.41 ng/mL. …”
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Hyaluronidases improve the hyaluronic acid yield during the fermentation of Streptococcus zooepidemicus by Chuan-Li Kang, Chuan-Li Kang, Chuan-Li Kang, De-Qiang Zheng, De-Qiang Zheng, De-Qiang Zheng, Zhi-Yuan Yao, Kang Yang, Yuxue Zhao, Zihan Mao, Yang Liu, Haijun Li, Jin-Song Gong, Lei Liu, Qingwen Jia, Qingwen Jia, Zheng-Hong Xu, Zheng-Hong Xu, Jin-Song Shi, Le Xue

“…BackgroundHyaluronic acid (HA), a linear acidic mucopolysaccharide with exceptional biocompatibility, is extensively utilized in pharmaceuticals and cosmetics. …”
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An Introduction of a Robust OMA Method: CoS-SSI and Its Performance Evaluation through the Simulation and a Case Study by Fulong Liu, Jigang Wu, Fengshou Gu, Andrew D. Ball

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Machine-learning based high-bandwidth magnetic sensing by Galya Haim, Stefano Martina, John Howell, Nir Bar-Gill, Filippo Caruso

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Electrically Tunable Diffraction Grating Based on Liquid Crystals by Chuen-Lin Tien, Rong-Ji Lin, Shu-Hui Su, Chi-Ting Horng

“…The optimal first-order diffraction efficiency is about 12%. The dependence of the first-order diffraction efficiency on the polarization of the probed beam is also discussed herein.…”
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Combining machine learning with UAV derived multispectral aerial images for wheat yield prediction, in southern Brazil by Henrique dos Santos Felipetto, Erivelto Mercante, Octavio Viana, Adão Robson Elias, Giovani Benin, Lucas Scolari, Arthur Armadori, Diandra Ganascini Donato

“…The Linear Regression algorithm, combined with the RGB indices, showed the best performance in the initial and final phases of the crop, with coefficients of determination (R2) of 0.61 and 0.58, respectively. …”
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