Automatic detection and counting of wheat spike based on DMseg-Count by Hecang Zang, Yilong Peng, Meng Zhou, Guoqiang Li, Guoqing Zheng, Hualei Shen

“…Finally, the total loss function was constructed to optimize the model. The test results showed that the mean absolute error (MAE) and root mean square error (RMSE) of the proposed DMseg-Count model were 5.79 and 7.54, respectively, which were 9.76 and 10.91 higher than the standard distribution matching for crowd counting (DM-Count) model. …”
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Genome analysis of Bifidobacterium adolescentis and investigation of its effects on inflammation and intestinal barrier function by Bo Li, Bo Li, Haoyu Wang, Haoyu Wang, Haoyu Wang, Mengmeng Wang, Mengmeng Wang, Hewei Liang, Hewei Liang, Hewei Liang, Tongyuan Hu, Tongyuan Hu, Tongyuan Hu, Jinlong Yang, Jinlong Yang, Jinlong Yang, Shangyong Li, Xinbi You, Xinbi You, Xinbi You, Binbin Xia, Binbin Xia, Binbin Xia, Yue Yuan, Yue Yuan, Yuanqiang Zou, Yuanqiang Zou, Yinglei Miao, Yinglei Miao, Yang Sun, Yang Sun, Yang Sun

“…Based on the bacterial collection constructed in our previous studies, we founded that Bifidobacterium adolescentis AF91-08b2A has the potential beneficial function. …”
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Feedback loop centered on MAF1 reduces blood–brain barrier damage in sepsis-associated encephalopathy by Xuebiao Wei, Wenqiang Jiang, Zhonghua Wang, Yichen Li, Yuanwen Jing, Yongli Han, Linqiang Huang, Shenglong Chen

“…Subjects and methods In this study, a rat sepsis model was constructed using the cecum ligation and puncture (CLP) method. …”
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The prediction value of serum anion gap for short-term mortality in pulmonary hypertension patients with sepsis: a retrospective cohort study by Jinhua Zhu, Zeying Zhang, Yefei Lei, Zhenrong Ouyang, Shelby Kutty, Qiming Liu, Yunbin Xiao, Yunbin Xiao

“…Multivariable Cox regression analyses were constructed to assess the relationship between AG and short-term outcomes in PH patients with sepsis.ResultsA total of 2,012 sepsis patients with PH were included. …”
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Portable devices for periodic monitoring of bioelectrical impedance along meridian pathways in healthy individuals by Yu-Chen Xu, Xiu-Yan Cao, Shuai Liu, Bo Liu, Hao Chen, Min Cheng, Wei-Hua Ye

“…The collected BEI data were subjected to statistical analysis, and line charts were constructed to depict the temporal variation patterns. …”
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Study of subterranean biodiversity of the upper Neretva River catchment in Bosnia and Herzegovina by Maja Zagmajster, Ester Premate, Špela Borko, Behare Rexhepi, Vojo Milanović, Anton Brancelj, Michaela Brojer, Christophe Douady, Josef Grego, Milica Jovanović, Florian Malard, Nataša Mori, Vladimir Pešić

“…The hydroelectric power plant constructions planned in the region threaten groundwater communities by altering subterranean habitats and their connectivity. …”
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WWTR1-AS1 LncRNA as a Novel Potential Diagnostic and Prognostic Biomarker in Breast Cancer by Mohadese Safabakhsh, Sohrab Boozarpour, Kamran Ghaedi, Mina Lashkarboloki, Shaaban Ghalandarayeshi

“…A multi-regulatory network with 1811 nodes and 4022 edges was constructed based on differentially expressed proteins and their associated elements. …”
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Chemokine family significance and prognostic value in colorectal cancer by Yi Ding, Yi Ding, Yi Ding, Yinnan Chen, Yinnan Chen, Yinnan Chen, Siyun Xie, Quanpeng Qiu, Quanpeng Qiu, Xiaolong Guo, Yun Feng, Yun Feng, Hongxia Li, Hongxia Li, Fang Zhu, Yaping Liu, Yaping Liu, Yaping Liu

“…This study was rigorously augmented using comprehensive datasets from The Cancer Genome Atlas (TCGA), ensuring a robust analysis of gene expression patterns associated with clinical outcomes.ResultsThrough data analysis, we identified key genes from the chemokine family thought pertinent to CRC outcomes. Consequently, we constructed a novel prognostic model based on the risk score derived from these chemokine expressions. …”
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Malnutrition risk, weight loss, and subsequent survival in patients listed for heart transplantation by Tae Kyung Yoo, MD, MS, Satoshi Miyashita, MD, Ariella Stein, MSCIS-HI, Michael Wu, BS, MPH, Lauren Parsly Read-Button, MPH, RD, LDN, Masashi Kawabori, MD, Greg S. Couper, MD, Edward Saltzman, MD, Amanda R. Vest, MBBS, MPH

“…Methods: We reviewed adults listed for primary HT at a single center 1987–March 2022, with survival follow-up to November 2022. We constructed Cox proportional hazards models and restricted cubic spline curves for each risk score at both HT listing and HT operation and inputted HT operation as a time-varying covariate for models commencing at listing. …”
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Blast loading prediction in a typical urban environment based on Bayesian deep learning by Weiwen Peng, Meilin Pan, Chunjiang Leng, Shufei Wang, Wei Zhong

“…Deep learning-based prediction model is constructed by leveraging numerical simulations of urban explosions, for which a wide range of simulation data with diversified combinations of explosion and environment variables are obtained for assuring generalizability of the prediction model. …”
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Research on the movement process of erosion-denudation type debris flow in middle-low mountains based on particle algorithm model by Xiaofeng He, Yongfeng Gong, Jinkai Yan, Shichang Gao, Zheng He, Gang Zhang, Guorui Wang, Zhiyong Hu, Hui Wang

“…This study focuses on the Zhengguangou debris flow, utilizing the DAN-3D software based on Smoothed Particle Hydrodynamics (SPH) to construct a dynamic debris flow model. The movement characteristics of the debris flow were investigated by simulating various operating conditions, including differences in formation area conditions and rainfall intensity. …”
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Comprehensive Evaluation of Chestnut Quality Based on Principal Component and Cluster Analysis by Yanqi YU, Mingyuan YANG, Chunmao LÜ, Shaoci BAI, Qunfang ZHANG, Chenyang ZOU, Han JIANG

“…The weights of these key indicators were calculated based on the entropy weight method to construct the gray correlation evaluation model. Our findings revealed notable differences (P<0.05) in various quality indicators among the different chestnut varieties and observed significant correlations among several of these indicators. …”
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Exploring the impact of insufficient thermal ablation on hepatocellular carcinoma: NDST2 overexpression mechanism and its role in facilitating growth and invasion of residual cance... by Weijun Wan, Danxia Guo, Tong Kang, Jinshu Pang, Yunjing Pan, Jiamin Chen, Wei Liao, Yuji Chen, Peng Lin, Lipeng Li, Hong Yang, Yun He

“…This study aims to investigate the expression changes of NDST2 following ITA of HCC and its impact on residual cancer cells.Methods An in vitro model of heat stress-induced liver cancer was constructed to measure the expression of NDST2 using Quantitative Real-Time PCR and Western blotting experiments. …”
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Piezoelectric-triboelectric hybrid nanogenerator based on tough, stretchable BaTiO3 doped antibacterial hydrogel for self-powered sensors by Runi Hou, Lijian Xu, Maolin Yu, Zengmin Tang, Bin Zhou, Qiao Zhang, Na Li, Jianxiong Xu

“…Subsequently, a kind of PTENG was constructed by employing the O/P/Fe-BTO hydrogels as electrode materials. …”
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The left amygdala is genetically sexually-dimorphic: multi-omics analysis of structural MRI volumes by Yuanyuan Gui, Geyu Zhou, Shuya Cui, Hongyu Li, Hui Lu, Hongyu Zhao

“…We compared transcriptome differences between males and females using data from GTEx and characterized cell-type compositions using GTEx bulk amygdala RNA-seq data and LIBD amygdala single-cell reference profiles. We also constructed polygenic risk scores (PRS) to investigate sex-specific genetic correlations between left amygdala volume and mental disorders (N = 25,576~105,318) of Psychiatric Genomics Consortium and other traits of UKB (N = 347,996). …”
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Dilated cardiomyopathy signature metabolic marker screening: Machine learning and multi-omics analysis by Xiao-Lei Li, Aibibanmu Aizezi, Yan-Peng Li, Yan-Hong Li, Fen Liu, Qian Zhao, Xiang Ma, Dilare Adi, Yi-Tong Ma

“…Objects: Our aim was to identify changes in the metabolome in dilated cardiomyopathy (DCM) as well as to construct a metabolic diagnostic model for DCM. Methods: We utilized non-targeted metabolomics with a cross-sectional cohort of age- and sex-matched DCM patients and controls. …”
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An Integrated Electricity–Gas–Heat Energy System Based on the Synergy of Long- and Short-Term Energy Storage by Min Zhang, Jinhao Wang, Huiqiang Zhi, Jun Zhao, Xiao Chang, Shifeng Zhang, Xiangyu Guo, Tengxin Wang

“…Finally, a multi-objective planning and optimization model for a comprehensive energy system based on a hybrid energy storage system is constructed. The combined configuration of long-term and short-term energy equipment can flexibly adjust energy supply and storage strategies according to demand changes on different timescales, achieve optimal resource allocation, and ensure the stability, economy, and reliability of the system. …”
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<inline-formula><tex-math notation="LaTeX">$\mathrm{D}^{3}$</tex-math></inline-formula>T: Deep Denoising Dictionary Tensor for Hyperspectral Anomaly Detection by Qiangqiang Shen, Zonglin Liu, Hanzhang Wang, Yanhui Xu, Yongyong Chen, Yongsheng Liang

“…However, existing HAD approaches construct the low-rank representation by a handcrafted dictionary that still contains the anomalies, resulting in an inferior representation. …”
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Predicting Time in Range Without Hypoglycaemia Using a Risk Calculator for Intermittently Scanned CGM in Type 1 Diabetes by Fernando Sebastian‐Valles, Jose Alfonso Arranz Martin, Julia Martínez‐Alfonso, Jessica Jiménez‐Díaz, Iñigo Hernando Alday, Victor Navas‐Moreno, Teresa Armenta Joya, Maria del Mar delFandiño García, Gisela Liz Román Gómez, Jon Garai Hierro, Luis Eduardo Lander Lobariñas, Carmen González‐Ávila, Purificación deMartinez de Icaya, Vicente Martínez‐Vizcaíno, Miguel Antonio Sampedro‐Nuñez, Mónica Marazuela

“…ABSTRACT Purpose To investigate the impact of clinical and socio‐economic factors on glycaemic control and construct statistical models to predict optimal glycaemic control (OGC) after implementing intermittently scanned continuous glucose monitoring (isCGM) systems. …”
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Accelerating Deep Learning-Based Morphological Biometric Recognition with Field-Programmable Gate Arrays by Nourhan Zayed, Nahed Tawfik, Mervat M. A. Mahmoud, Ahmed Fawzy, Young-Im Cho, Mohamed S. Abdallah

“…To tackle these issues, it is essential to construct a system based on field-programmable gate arrays (FPGAs) to speed up CNNs. …”
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