Disentangling shared and unique brain functional changes associated with clinical severity and cognitive phenotypes in schizophrenia via deep learning by Jing Xia, Yi Hao Chan, Deepank Girish, Qian Hui Chew, Kang Sim, Jagath C. Rajapakse

“…The performance is replicable across three datasets, and the shared and unique functional changes are confirmed by meta-analysis at both regional and modular levels. …”
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Functional and morphological indicators of the sciatic nerve condition in rats in the long-term period after injury: A correlation analysis by Ziia K. Melikov, Oksana A. Rybachuk, Serhii I. Savosko, Volodymyr V. Likhodiievskyi, Yuriy G. Serozhkin, Alla I. Klimovskaya, Volodymyr V. Medvediev

“…There is a correlation between the sciatic functional index, M-response amplitude and latency, and the density of sciatic nerve fibers. …”
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Merging π-molecular functions achieved through homogeneous liquid-liquid blending of solvent-free alkyl-π liquids by Zhenfeng Guo, Chengjun Pan, Akira Shinohara, Takashi Nakanishi

“…Chemical modification of the π-skeleton requires synthesizing molecules that display the desired properties, which poses challenges in achieving predictable performance and ensuring economic feasibility across various molecular designs. In this study, we propose a liquid-liquid blending strategy that enables the precise and homogeneous merge of π-functions of alkyl π-liquids. …”
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Pedagogical risk factors for functional state disorders of the musculoskeletal system in young track and field athletes (running, long jump) by A. Matishev, S. Loktev, A. Pogrebuoy, S. Chernukha

“…Objective: tto identify potential pedagogical causes for disorders in the functional state of the musculoskeletal system in young track and field athletes. …”
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Hayai-Annotation: A functional gene prediction tool that integrates orthologs and gene ontology for network analysis in plant species by Andrea Ghelfi, Sachiko Isobe

“…This approach aims to improve the visualization of conserved biological processes and functions, highlight species-specific adaptations, and enhance the ability to infer the functions of uncharacterized genes by comparing edge patterns across species. …”
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Multi-fidelity transfer learning for quantum chemical data using a robust density functional tight binding baseline by Mengnan Cui, Karsten Reuter, Johannes T Margraf

“…To address this, this study investigates the performance of transfer learning (TL) across multiple fidelities for both molecules and materials. …”
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Structural and functional studies of rabbit SAMD9 reveal a distinct tRNase module that underlies the antiviral activity. by Juhi Chaturvedi, Fushun Zhang, Chen Zhang, Sonal Badhe, Yan Xiang, Junpeng Deng

“…While these residues are highly conserved across mammalian SAMD9/9L, lagomorph SAMD9 orthologs uniquely harbor a charge-reversal acidic residue at one of three sites, a change known to inactivate hSAMD9/9L. …”
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Strengths of fertilizer and litter effects on seedling recruitment and growth of grassland species differ depending on functional groups and seed size by Sarah Martin, Christiane Roscher

“…While the overall direction of treatment effects was similar across functional groups, their strengths were mostly weaker in graminoids than in non‐legume forbs and legumes. …”
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The Impact of Dadih Functional Bread on Gestational Weight Gain for Pregnant Women in Padang, Indonesia: a Randomized Controlled Trial by Helmizar Helmizar, Azrimaidaliza Azrimaidaliza, Faza Yasira Rusdi, Asrawati Asrawati, Ferdinal Ferry

“…The results indicated that weight gain was difference across the four-time measurements in both groups. …”
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Functional diversity and dissimilarity of women’s production in homegardens promote sustainability in the Agroecological Pole of Zona da Mata, southeastern Brazil by Luís Flávio Pereira, Gabriela de Barros Cruz, Maria Alice Fernandes Corrêa Mendonça

“…The results showed that the homegardens provide 111 functional groups of products, mostly food, ornamental, and medicinal plants. …”
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Amantadine for functional improvement in patients with traumatic brain injury: A systematic review with meta-analysis and trial sequential analysis by Hantz Filbert C. Siy, Michael Louis A. Gimenez

“…The current study will synthesize the current available evidence and show the effect of Amantadine in functional improvement after TBI. Research question: Does Amantadine have an effect on functional improvement of TBI patients? …”
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CryoSCAPE: Scalable immune profiling using cryopreserved whole blood for multi-omic single cell and functional assays by Alexander T. Heubeck, Cole Phalen, Neel Kaul, Peter J. Wittig, Jessica Garber, Morgan Weiss, Palak C. Genge, Zachary Thomson, Claire Gustafson, Julian Reading, Peter J. Skene

“…Utilization of this method in the clinic has the potential to democratize access to single-cell assays and enhance our understanding of immune function across diverse populations.…”
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Identification of brain region-specific landscape and functions of clustered circRNAs in Alzheimer’s disease using circMeta2 by Fengdi Zhao, Yangping Li, Li Chen, Bing Yao

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Does Inhibitory Repetitive Transcranial Magnetic Stimulation Augment Functional Task Practice to Improve Arm Recovery in Chronic Stroke? by Dorian K. Rose, Carolynn Patten, Theresa E. McGuirk, Xiaomin Lu, William J. Triggs

“…Restoration of upper extremity (UE) functional use remains a challenge for individuals following stroke. …”
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Development of a neural network-based risk prediction model for mild cognitive impairment in older adults with functional disability by Deyan Liu, Yuge Tian, Min Liu, Shangjian Yang

“…Results The results indicated that residence location, alcohol consumption, life satisfaction, depressive symptoms, and education level are key factors influencing the risk of MCI among older adults with functional disability. Among the models, the neural network achieved the best overall performance (Accuracy: 0.71, Precision: 0.70, Recall: 0.74, F1 Score: 0.72, ROC AUC: 0.80) with stable results across both the training and test sets. …”
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The multiscale brain structural re-organization that occurs from childhood to adolescence correlates with cortical morphology maturation and functional specialization. by Yirong He, Debin Zeng, Qiongling Li, Lei Chu, Xiaoxi Dong, Xinyuan Liang, Lianglong Sun, Xuhong Liao, Tengda Zhao, Xiaodan Chen, Tianyuan Lei, Weiwei Men, Yanpei Wang, Daoyang Wang, Mingming Hu, Zhiying Pan, Haibo Zhang, Ningyu Liu, Shuping Tan, Jia-Hong Gao, Shaozheng Qin, Sha Tao, Qi Dong, Yong He, Shuyu Li

“…From childhood to adolescence, the structural organization of the human brain undergoes dynamic and regionally heterogeneous changes across multiple scales, from synapses to macroscale white matter pathways. …”
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Administrative Fragmentation and Functional Integration: Quantifying Urban Interstice Dynamics in Jurong Using Mobile Origin–Destination (OD) Flows by Pengfei Fang, Ziqing Wang, Yuhao Huang, Yile Chen, Xiaojin Cao

“…Overall, the findings highlight the need to move beyond territorially bounded governance toward functionally coordinated regional strategies. Urban interstices can serve as effective connectors across fragmented systems, supporting more balanced and adaptive metropolitan integration. …”
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Genome-wide analysis of the SPL gene family in Platanus × acerifolia and functional characterization of PaSPL8a in flowering by Xiyan Chen, Gehui Shi, Xu Yan, Jinghong Wu, Ting Peng, Manzhu Bao, Jiaqi Zhang

“…These findings provide mechanistic insights into the function of PaSPLs in P. × acerifolia and establish PaSPL8a as a positive regulator of flowering.…”
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Glibenclamide Administration Attenuates Infarct Volume, Hemispheric Swelling, and Functional Impairments following Permanent Focal Cerebral Ischemia in Rats by Bushra Wali, Tauheed Ishrat, Fahim Atif, Fang Hua, Donald G. Stein, Iqbal Sayeed

“…The Stroke Therapy Academic Industry Roundtable (STAIR) recommends that new acute treatments for ischemic stroke to be replicated across different laboratories. Accordingly, we examined the effect of low-dose Glib in a permanent suture occlusion model of stroke. …”
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Functional analysis of conserved non-coding regions around the short stature hox gene (shox) in whole zebrafish embryos. by Emma J Kenyon, Gayle K McEwen, Heather Callaway, Greg Elgar

“…s CNEs were assayed for regulatory function in whole zebrafish embryos resulting in the identification of additional tissues under the regulatory control of these CNEs.…”
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