CSI feedback algorithm based on deep unfolding for massive MIMO systems by Yong LIAO, Gang CHENG, Yujie LI

“…In order to solve the problem that the channel state information (CSI) feedback algorithm based on deep learning in massive MIMO systems at present had too many parameters to be trained and could not be explained well, two CSI feedback algorithms based on depth expansion were proposed.The first one was approximate message delivery (AMP) algorithm based on learnable parameters.The learnable parameters in deep learning were used to replace the threshold value of the threshold function in the AMP algorithm and the parameters of the Onsage correction term.The nonlinear ability of threshold function in dealing with non-strict sparse data was enhanced.The other was the AMP algorithm based on convolutional network, which replaced the threshold function module with the convolutional residual learning module, and used the module to remove the Gaussian random noise generated by each iteration of the AMP algorithm.Simulation results show that the proposed two algorithms have better CSI feedback performance than AMP algorithm, and the AMP algorithm based on convolutional network has better CSI reconstruction performance than the representative method based on deep learning.…”
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Identification and characterization of signature genes related to fetoplacental vascular endothelial cell programming in gestational diabetes mellitus using bioinformatics analysis by Chunhong Liu, Chunhong Liu, Chunhong Liu, Caicheng Wei, Caicheng Wei, Caicheng Wei, Yulan Lu, Fu Chai, Fu Chai, Fu Chai, Chunfang Wang, Chunfang Wang, Chunfang Wang, Yonglong Zeng, Yonglong Zeng, Yonglong Zeng, Huatuo Huang, Huatuo Huang, Huatuo Huang

“…Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis showed significant enrichment in pathways related to ribosome function, neurodegenerative diseases, and oxidative phosphorylation. …”
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<i>OsVPS16</i> Deficiency Enhances Salinity Tolerance in Rice by Regulating Ion Homeostasis, Antioxidant Activity, and Stress-Responsive Gene Expression by Juan Liu, Mingming Tang, Yun Lu, Huimin Yan, Yang Liu, Yongrun Cao, Xiaohua Song, Qiuyuan Liu, Xin Ji

“…This study not only elucidates the function of a novel salt stress response gene in rice, but also provides valuable genetic resources for developing salt-tolerant rice cultivars through molecular breeding approaches.…”
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SREBF1-mediated SND1 transcriptional activation promotes prostate cancer progression via MTDH interaction through the SESN2/AMPK/mTOR axis by Yijie Tang, Yufan Ying, Xueyou Ma, Jiahe Yi, Zixiang Liu, Yuqing Wu, Shen Lin, Xuan Shu, Zhixiang Qi, Jindan Luo, Xiangyi Zheng, Jiangfeng Li, Liping Xie, Ben Liu

“…However, previous studies have rarely investigated the function of SND1 as an RNA-binding protein in PCa tumorigenesis. …”
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Real-time fMRI pattern decoding and neurofeedback using FRIEND: an FSL-integrated BCI toolbox. by João R Sato, Rodrigo Basilio, Fernando F Paiva, Griselda J Garrido, Ivanei E Bramati, Patricia Bado, Fernanda Tovar-Moll, Roland Zahn, Jorge Moll

“…Although EEG-based neurofeedback has been long employed both in experimental and clinical investigation, functional MRI (fMRI)-based neurofeedback emerged as a promising method, given its superior spatial resolution and ability to gauge deep cortical and subcortical brain regions. …”
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LINC00892 as a Prognostic Biomarker in Lung Adenocarcinoma: Role in Immune Infiltration and EMT Suppression by Xinyu Luan, Xuxing Peng, Qinghua Hou, Jixian Liu

“…In this study, we investigated the expression and functional role of LINC00892 in LUAD using RNA sequencing data from The Cancer Genome Atlas (TCGA) and functional assays in vitro and in vivo. …”
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Associations between serum adipocytokines and glycemic tolerance biomarkers in a rural Chinese population. by Xiaoxia Li, Yi Zhao, Yanan Jin, Tianjing Zhang, Xiaoyu Chang, Sha Liao, Hongxia Xu, Xiuying Liu, Jianjun Yang, Jianjun Zhang, Yuhong Zhang

“…We evaluated the associations of serum adiponectin and leptin with β-cell function and insulin resistance in a population with low obesity prevalence. …”
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Therapeutic potential of intravesical injections of platelet-rich plasma in the treatment of lower urinary tract disorders due to regenerative deficiency by Qian-Sheng Ke, Jia-Fong Jhang, Teng-Yi Lin, Han-Chen Ho, Yuan-Hong Jiang, Yuan-Hsiang Hsu, Hann-Chorng Kuo

“…The bladder urothelium plays an important role of barrier function to prevent influx of urinary toxic substance and bacteria. …”
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REHABILITATION OF THE HAND IN CHILDREN AND ADOLESCENTS AFTER BRAIN DAMAGE by Tina Bregant, Patricija Šinkovec, Renata Pavlinič

“…We underpin the stimuli and modulations of neural plasticity with rehabilitation strategies, such as early interventions with repetitive targeted intensive therapy (motor training, constraint training, robotic training), appropriate non-invasive brain stimulation and pharmacological agents (including botulinum toxin application), as well as music therapy and sensory stimulation, all of which contribute to better recovery and restoration of hand function. …”
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Blocking the SIRPα-CD47 axis promotes macrophage phagocytosis of exosomes derived from visceral adipose tissue and improves inflammation and metabolism in mice by Yun-kai Lin, Yu-fei Pan, Tian-yi Jiang, Yi-bin Chen, Tai-yu Shang, Meng-you Xu, Hui-bo Feng, Yun-han Ma, Ye-xiong Tan, Hong-yang Wang, Li-wei Dong

“…Despite this, the alterations in exosome composition and the functional disparities among depot-specific AT-Exos in obesity remain elusive. …”
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A pathogen effector HaRxL10 hijacks the circadian clock component CHE to perturb both plant development and immunity by Mengyao Fu, Yaoyu Zhou, Xin Zhang, Keyi Yang, Yufeng Xu, Xingwei Wang, Zhaodan Chen, Yu Wang, Yabo Shi, Lin Ma, Hanguang Liu, Yuhua Deng, Shujing Cheng, Jinfang Chu, Jingyi Song, Tongjun Sun, Yuanchao Wang, Wei Wang, Mian Zhou

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Transcriptomic and glucose metabolism of connectome dynamics variability in temporal lobe epilepsy revealed by simultaneous PET-fMRI by Jie Hu, Bixiao Cui, Zhenming Wang, Jingjuan Wang, Xiaoyin Xu, Jie Lu

“…Simultaneous positron emission tomography and function magnetic resonance imaging (PET/fMRI) data were collected from 66 patients with TLE and 38 healthy controls (HCs). …”
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Combining Transcriptomics and Proteomics to Screen Candidate Genes Related to Bovine Birth Weight by Xiuyuan Wang, Ruili Liu, Zhenpeng Chen, Renzheng Zhang, Yanfang Mei, Xiuping Miao, Xuejin Bai, Yajuan Dong

“…However, the molecular mechanisms governing placental function in calves remain inadequately understood. …”
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Construction of a circRNA-miRNA-mRNA Regulatory Network for the Immune Regulation of Lung Adenocarcinoma by Hanyi Li, Xin Jin, Wei Li, Fan Ren, Tong Li, Xuanguang Li, Haochuan Yu, Dianxun Fu, Zuoqing Song, Song Xu

“…Abstract Background Recent research has highlighted the significance of circular RNAs (circRNAs) as pivotal regulators in the progression of tumors and the therapeutic response in non-small cell lung cancer (NSCLC). These circRNAs function through a sponge mechanism, interacting with microRNAs (miRNAs) to modulate mRNA expression levels. …”
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Multimodal dynamic retinal vessel analysis offers new insights in microvascular defects in Fabry’s disease by Abdelrahman Assaf, Konstantin Kotliar, Arno Schmidt-Trucksäss, Ines Lanzl

“…Abstract Fabry’s Disease (FD) is one of many disorders that result in altered vascular function. With the Dynamic Vessel Analyzer (DVA, IMEDOS Systems), retinal vessels can be recorded non-invasively in real time and dynamic responses to stimuli that affect vessel diameter can be directly visualized. …”
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Alterations of the Ceramide Metabolism in the Peri-Infarct Cortex Are Independent of the Sphingomyelinase Pathway and Not Influenced by the Acid Sphingomyelinase Inhibitor Fluoxeti... by R. Brunkhorst, F. Friedlaender, N. Ferreirós, S. Schwalm, A. Koch, G. Grammatikos, S. Toennes, C. Foerch, J. Pfeilschifter, W. Pfeilschifter

“…Our aim was to investigate and modulate ceramide concentrations in the peri-infarct cortex, whose morphological and functional properties correlate with long-term functional outcome in stroke. …”
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Language and Sensory Neural Plasticity in the Superior Temporal Cortex of the Deaf by Mochun Que, Xinjian Jiang, Chunyang Yi, Peng Gui, Yuwei Jiang, Yong-Di Zhou, Liping Wang

“…In contrast, the STC activity evoked by language stimuli was functionally connected to both the visual cortex and the frontotemporal areas, which were highly correlated with the learning of sign language, suggesting a strong language component via a possible feedback modulation. …”
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Integrated neural network framework for multi-object detection and recognition using UAV imagery by Mohammed Alshehri, Tingting Xue, Tingting Xue, Ghulam Mujtaba, Yahya AlQahtani, Nouf Abdullah Almujally, Ahmad Jalal, Ahmad Jalal, Hui Liu, Hui Liu, Hui Liu

“…In the end, using an attention function, Vision Transformer-based models classify vehicles seen from above. …”
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Brain signature of chronic orofacial pain: a systematic review and meta-analysis on neuroimaging research of trigeminal neuropathic pain and temporomandibular joint disorders. by Chia-Shu Lin

“…Additionally, functional and structural changes were frequently reported in the prefrontal cortex and the basal ganglia, suggesting the role of cognitive modulation and reward processing in chronic orofacial pain. …”
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Gd and Zr Co-Doped BiFeO₃ Magnetic Nanoparticles for Piezo-Photocatalytic Degradation of Ofloxacin by Xuan Liu, Jie Chao, Feifei Guo, Liangliang Chang, Xinyang Zhang, Wei Long, Zengzhe Xi

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