Robust multi-task feature selection with counterfactual explanation for schizophrenia identification using functional brain networks by Xinyan Yuan, Shaolong Wei, Ying Sun, Lingling Gu, Yanyan He, Tiantian Chen, Hongcheng Yao, Haonan Rao

“…However, the high dimensionality of these networks and small sample sizes pose significant challenges for effective classification and model generalization.MethodsWe propose a robust multi-task feature selection method combined with counterfactual explanations to improve the accuracy and interpretability of SZ identification. rs-fMRI data are preprocessed to construct a functional connectivity matrix, and features are extracted by sorting the upper triangular elements. …”
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Functional mechanism and clinical implications of lncRNA NEAT1 in traumatic fractures and their correlation with delayed healing by Hua Meng, Zhaoyu Chen, Meng Han, Qianqian Cheng, Yanqi Shang, Hongqing Wang, Shenyi Lu

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Threshold effects of sleep duration and cognitive function in older adults with BMI ≥ 25 kg/m2 by Kunyu Qiu, Kunyu Qiu, Yilei Liu, Chengwei Hu, Jie Gu, Yanyan Huang

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Machine learning-based compression of quantum many body physics: PCA and autoencoder representation of the vertex function by Jiawei Zang, Matija Medvidović, Dominik Kiese, Domenico Di Sante, Anirvan M Sengupta, Andrew J Millis

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Loss of OprD function is sufficient for carbapenem-resistance-only but insufficient for multidrug resistance in Pseudomonas aeruginosa by Maofeng Wang, Yuxiao Zhang, Fengyan Pei, Ying Liu, Yan Zheng

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The Relationship Between Social Participation and Cognitive Function in Older Adults: The Mediating Role of Activities of Daily Living by Chong Zhang, Juan Xiong, Wenqi Luo, Lin Sun

“…In the CLHLS questionnaire, cognitive function consists of 24 questions, including general ability, response ability, attention and calculation ability, memory, and language comprehension and self-coordination. …”
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Restoration of Lost Functions in Students after Blast Traumatic Brain Injuries in the Process of Inclusive Physical Education by Oksana Blavt, Oleksandr Herasymenko

“…The research combined theoretical (analysis, synthesis, generalization) and empirical methods (pedagogical experiment, testing). …”
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Identification, replication, and functional fine-mapping of expression quantitative trait loci in primary human liver tissue. by Federico Innocenti, Gregory M Cooper, Ian B Stanaway, Eric R Gamazon, Joshua D Smith, Snezana Mirkov, Jacqueline Ramirez, Wanqing Liu, Yvonne S Lin, Cliona Moloney, Shelly Force Aldred, Nathan D Trinklein, Erin Schuetz, Deborah A Nickerson, Ken E Thummel, Mark J Rieder, Allan E Rettie, Mark J Ratain, Nancy J Cox, Christopher D Brown

“…These included previously characterized eQTL contributors to diabetes, drug response, and lipid levels, and they suggest novel candidates such as a role for NOD2 expression in leprosy risk and C2orf43 in prostate cancer. In general, the work presented here will be valuable for future efforts to precisely identify and functionally characterize genetic contributions to a variety of complex traits.…”
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Design method of magnetic resonance biplanar gradient coil based on target field method and stream function by Qingming Huang, Qingming Huang, Luying Huang, Luying Huang, Haikang Zhang, Yicheng Huang, Yicheng Huang, Wentao Wang, Yunzhang Cheng, Bing Shen, Bing Shen

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Diversity and Functional Potential of Gut Bacteria Associated with the Insect <i>Arsenura armida</i> (Lepidoptera: Saturniidae) by María Griselda López-Hernández, Reiner Rincón-Rosales, Clara Ivette Rincón-Molina, Luis Alberto Manzano-Gómez, Adriana Gen-Jiménez, Julio Cesar Maldonado-Gómez, Francisco Alexander Rincón-Molina

“…Metagenomics revealed the bacterial community structure and diversity, along with their functional potential. A total of 96 bacterial strains were isolated, predominantly Gram-negative bacilli. …”
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Potential compensatory mechanism for cognitive impairment in type 2 diabetes and prediabetes: altered structure-function coupling by Weiye Lu, Xuan Huang, Die Shen, Kun Wang, Jiahe Wang, Ziyu Diao, Shijun Qiu, Shijun Qiu

“…General linear model and linear regression analysis were used to evaluate the relationship between glucose metabolism, SC-FC coupling, and cognition. …”
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Effects of high-sensitivity C-reactive protein and left ventricular hypertrophy on cognitive function in hemodialysis patients by Yu Zhang, Yu-lu Gu, Wan-fen Zhang, Xiao-ping Li, Lin-fang Xu, Tong-qiang Liu

“…Besides, general clinical data were gathered, and patients’ cognitive functions were assessed using the Beijing version of the Montreal Cognitive Assessment (MoCA-BJ). …”
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Ningxiang pigderived Enterococcus hirae regulates the inflammatory function and enhances the protection of piglets against ETEC challenge by Longlin Zhang, Longlin Zhang, Zichen Wu, Zichen Wu, Zihao Zhang, Rong Cai, Rong Cai, Shujun Pang, Shujun Pang, Jing Wang, Jing Wang, Xiyuan Bao

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Role of collateral circulation in the recovery of left ventricular function after recanalization of chronic coronary total occlusion by A. G. Badoyan, D. A. Khelimsky, A. A. Baranov, N. R. Obedinskaya, T. A. Bergen, V. Yu. Usov, S. N. Manukyan, O. V. Krestyaninov

“…LV function recovery generally occurs within 3 months after revascularization.…”
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Interventional effects of different track and field sports on human cardiovascular function indicators and physiological energy metabolism by Ruibin Jing, Zhengwei Wang, Choi Mee-Seong

“…Conclusion In a quiet state, there are significant differences in body shape and function between different track and field training teams and the general population. …”
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Thromboelastography for the evaluation of coagulation function in patients with hepatic echinococcosis during the perioperative period: a retrospective study by Xing Zheng, Li Yuan, Bingxian Wang, Genkui Li, Jing Wang, Jide A, Zongzhao He

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Is Oral Function Associated with the Development of Sarcopenic Obesity and Sarcopenia in Older Adults? A Prospective Cohort Study by Sho Shirotori, Yoko Hasegawa, Koutatsu Nagai, Hiroshi Kusunoki, Shogo Yoshimura, Kana Tokumoto, Hirokazu Hattori, Kayoko Tamaki, Kazuhiro Hori, Hiromitsu Kishimoto, Ken Shinmura

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Factors contributing to transient and persistent worsening renal function in elderly patients with acute decompensated heart failure by Yu-qing Sun, Lei-ming Luo, Zhi-yan Wang, Qiang Lv, Xin Du, Jian-zeng Dong

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Albumin reprograms the B cell transcriptional landscape and improves neutrophil antimicrobial function in patients with decompensated cirrhosis by Joan Clària, Ferran Aguilar, Juan-José Lozano, Laura Jiménez-Gracia, Juan C. Nieto, Berta Romero-Grimaldo, Xavi Marcos-Fa, Emma Giarracco, Emmanuel Weiss, Jonel Trebicka, Inmaculada Hernàndez, Javier Fernandez, Mireia Casulleras, Cristina López-Vicario, Sinan Muldur, Alex Hopke, Alexandru Vlagea, Ana M. Aransay, Domenica Marchese, Mauro Bernardi, Rajiv Jalan, Paolo Angeli, Giuliana Magri, Andrea Cerutti, Daniel Irimia, Holger Heyn, Vicente Arroyo, Richard Moreau

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Investigating heavy quarkonia binding in an anisotropic-dense quark-gluon plasma with topological defects in the framework of fractional non-relativistic quark model by M. Abu-shady, H. M. Fath-Allah

“…Here, increasing the anisotropic parameter shifts the wave function to higher values. Moreover, the wave function is lower in the fractional model compared to the classical model. …”
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