Mapping near-real-time soil moisture dynamics over Tasmania with transfer learning by M. T. Widyastuti, J. Padarian, B. Minasny, M. Webb, M. Taufik, D. Kidd

“…The fine-resolution soil moisture maps captured the detailed landscape variation as well as temporal variation according to four distinct seasons in Tasmania. …”
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Diagnostic Predictors of Recovery Outcomes Following Open Reduction and Internal Fixation for Tibial Plateau Fractures: A Retrospective Study Based on the Schatzker Classification by Carlo Biz, Carla Stecco, Samuele Perissinotto, Xiaoxiao Zhao, Raffaele Ierardi, Luca Puce, Filippo Migliorini, Nicola Luigi Bragazzi, Pietro Ruggieri

“…<b>Conclusions</b>: Integrating diagnostic tools like PROMs, AROM, and neuromuscular performance tests provides valuable insights into recovery after ORIF for TPFs. …”
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The alteration of IL-17 signaling pathway in bipolar disorder: a preliminary study with transcriptomic perspective by Xiaobo Wang, Xiaobo Wang, Su Yu, Zhen Gao, Fangming Xu, Yumei Wang, Yumei Wang, Yumei Wang, Tianle Zhang, Tingting Xie, Xihua Jia

“…This study aims to explore global mRNA expression in Peripheral blood white cells (PBMC) of BD patients.MethodsWe analyzed whole-genome gene expression profiles from PBMC of 12 BD states-manic (BD-M), 12 BD states-depressive (BD-D), and 12 matched healthy controls (HC) using microarrays. …”
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Small Target Detection Algorithm for UAV Aerial Images Based on Improved YOLOv7-tiny by ZHANG Guanghua, LI Congfa, LI Gangying, LU Weidang

“…This study proposes a small target detection algorithm for UAV aerial images using a ConvMixer detection head based on the improved YOLOv7-tiny to address the problems of missed detection and false detection caused by significant variations in target scale, densely distributed small-sized targets and complex backgrounds in UAV aerial images.MethodsFirst, the activation function LeakyReLU is replaced with SiLU to compensate for the limited nonlinear expression of LeakyReLU and to enhance convergence speed and model generalization during training. …”
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Tilt-induced changes in f-wave characteristics during atrial fibrillation: an experimental and computational investigation by Mostafa Abdollahpur, Chiara Celotto, Chiara Celotto, Carlos Sánchez, Carlos Sánchez, Felix Plappert, Sten Östenson, Pyotr G. Platonov, Pablo Laguna, Pablo Laguna, Esther Pueyo, Esther Pueyo, Frida Sandberg

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Vaimse heaolu komponendid muusikuks kujunemise teel. Toimetulek esinemisärevuse ja vaimsete blokkidega Eesti Muusika- ja Teatriakadeemia viiuli-, vioola- ja klaveritudengite hulgas... by Jelizaveta Bukina, Janika Mesi, Marju Raju

“…The authors attribute this wide variation in results to methodological issues (such as differing definitions of anxiety symptoms and variations in assessing performance frequency and intensity). …”
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Do stress symptoms impact handgrip strength and firearm shooting accuracy among military police officers? by Valter R. Vasconcelos Junior, Valter R. Vasconcelos Junior, Romulo C. T. Costa, Romulo C. T. Costa, Geanderson S. Oliveira, Geanderson S. Oliveira, Pedro F. C. Fortes Junior, Alexandre F. Machado, Roberta Luksevicius Rica, Gregg S. Mallett, Valentina Bullo, Marco Bergamin, Stefano Gobbo, Danilo Sales Bocalini

“…Firearm shooting was conducted during the basic training track evaluation of Defensive Shooting in Life Preservation, employing the Giraldi Method, with shots directed at a fixed target 5 meters away. …”
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The joint role of the immune microenvironment and N7-methylguanosine for prognosis prediction and targeted therapy in acute myeloid leukemia by Zhixiang Chen, Zhixiang Chen, Zhimei Chen, Xiaobo Huang, Xiaobo Huang, Xiaobo Huang, Xiongbin Yan, Xiongbin Yan, Xiaolin Lai, Xiaolin Lai, Shaoyuan Wang, Shaoyuan Wang

“…Biological pathway disparities between risk subgroups were analyzed via Gene Set Enrichment Analysis, Gene Set Variation Analysis, and ssGSEA. A clinical nomogram integrating the signature with prognostic indicators was developed. …”
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Next-Generation Sequencing–Based Molecular Profiling of Conjunctival Squamous Cell Carcinoma and Its Potential Application for Therapy by Hakan Demirci, MD, Josh N. Vo, PhD, Yi-Mi Wu, PhD, Victor Elner, MD, Arul M. Chinnaiyan, MD, PhD, Dan Robinson, PhD, F. Yesim Demirci, MD

“…Participants: Twenty patients with invasive cSCC consecutively managed at an academic ocular oncology setting. Methods: Integrative exome and transcriptome analysis of fresh-frozen tumor and matching normal samples. …”
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Seasonality and dynamics of schistosomiasis in the environment: usefulness of environmental DNA (eDNA) surveillance system at a community level for risk mapping schistosomiasis in... by Mark June Revolteado, Marcello Otake Sato, Joseph Valencia, Mario Jiz, Eleonor Cervantes, Ralph Aniceto, Marianette Inobaya, Darren Gray, Catherine A. Gordon, Pengfei Cai, Yasuhito Sako, Megumi Sato

“…Consequently, the assay described temporal variation of Ohq and Sj, revealing the dynamics of Ohq colonies and Sj in Ekiran’s water sources. …”
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Identification of early Alzheimer’s disease subclass and signature genes based on PANoptosis genes by Wenxu Wang, Wenxu Wang, Jincheng Lu, Jincheng Lu, Ningyun Pan, Ningyun Pan, Huiying Zhang, Jingcen Dai, Jie Li, Cheng Chi, Liumei Zhang, Liang Wang, Mengying Zhang, Mengying Zhang

“…PANoptosis represents an emerging paradigm in programmed cell death, integrating three critical processes: pyroptosis, apoptosis, and necroptosis. …”
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High-Throughput Indirect Monitoring of TORC1 Activation Using the pTOMAN-G Plasmid in Yeast by Melissa Gómez, Guilherme Rocha, Diego Ruiz, Claudio Martínez, Francisco Salinas, Eduardo Kessi-Pérez

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The Persistent Threat of Chronic Inflammation on the Mortality Among Cervical Cancer Survivors: A Mendelian Randomization and Machine Learning Analysis Using UK Biobank and Chinese... by Wang J, Chen Z, Guan M, Ma Z, Peng L, Chen J, Fiori PL, Carru C, Capobianco G, Coradduzza D, Zhou L

“…Nine ML and logistic regression (LR) integrated prognosis models were developed for 1042 subjects with cervical cancer (random allocation into training and validation cohorts at 6:4 ratio).Results: Three potential causative CIMs for cervical cancer were identified via a two-sample MR. …”
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Prediction of Winter Wheat Yield and Interpretable Accuracy Under Different Water and Nitrogen Treatments Based on CNNResNet-50 by Donglin Wang, Yuhan Cheng, Longfei Shi, Huiqing Yin, Guangguang Yang, Shaobo Liu, Qinge Dong, Jiankun Ge

“…To address the limitations of conventional manual yield estimation methods, including low efficiency and poor interpretability, this study innovatively proposes an intelligent yield estimation method based on a convolutional neural network (CNN). …”
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Deep Learning–Based Precision Cropping of Eye Regions in Strabismus Photographs: Algorithm Development and Validation Study for Workflow Optimization by Dawen Wu, Yanfei Li, Zeyi Yang, Teng Yin, Xiaohang Chen, Jingyu Liu, Wenyi Shang, Bin Xie, Guoyuan Yang, Haixian Zhang, Longqian Liu

“…Integrated with electronic archives and patient-physician interaction, it enhances workflow efficiency, ensures telemedicine privacy, and supports ophthalmological research and strabismus care.…”
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The light-harvesting chlorophyll a/b-binding proteins of photosystem II family members are responsible for temperature sensitivity and leaf color phenotype in albino tea plant by Jing-Jing Ye, Xin-Yi Lin, Zi-Xian Yang, Ying-Qi Wang, Yue-Rong Liang, Kai-Rong Wang, Jian-Liang Lu, Peng Lu, Xin-Qiang Zheng

“…Introduction: Light-harvesting chlorophyll a/b-binding (LHCB) protein complexes of photosystem II are integral to the formation of thylakoid structure and the photosynthetic process. …”
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Dynamic Migration Pattern of Groundwater and Deformation Mechanism in Cataclastic Bedding Rock Landslides: A Case Study of Muyubao Landslide in Three Gorges Reservoir Area by DENG Mao-lin, LIANG Zhi-kang, WANG Guo-fa, WANG Biao, ZHOU Lu-lu, WAN Hang, PENG Xu, SU Peng-min, ZHU Xiao-han

“…[Objective] Since the impoundment of the Three Gorges Dam in 2003, many cataclastic bedding landslides in the reservoir area have been reactivated due to the influence of external factors such as reservoir water level fluctuations, variations in groundwater levels, and rainfall. These landslides are typically large in scale, exhibit complex deformation mechanisms, and pose significant challenges for early warning and disaster prevention. …”
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Comprehensive Effects of Operation of Pumped-Storage Hydropower Plants on Downstream Conventional Hydropower Plants by ZHU De-kang, QIN Rui, CHENG Xiang, GUO Xu-ye

“…By integrating this method with the local grid’s time-of-use electricity pricing policy, a power generation scheduling model for conventional hydropower plants was established. …”
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Genomic Evaluation of Harvest Weight Uniformity in <i>Penaeus vannamei</i> Under a 3FAM Design Incorporating Indirect Genetic Effect by Siqi Gao, Yan Xia, Jie Kong, Xianhong Meng, Kun Luo, Juan Sui, Ping Dai, Jian Tan, Xupeng Li, Jiawang Cao, Baolong Chen, Qiang Fu, Qun Xing, Yi Tian, Junyu Liu, Sheng Luan

“…These findings highlight the importance of incorporating IGE and utilizing genomic selection methods to enhance selection accuracy for obtaining harvest weight uniformity. …”
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Global burden of cancer attributable to high BMI (1990–2031): a multidimensional analysis based on GBD and Mendelian randomization by Xianglin Zhu, Xianglin Zhu, Yushuai Mi, Lang Wang, Lang Wang, Hao Liang, Hao Liang, Jie Zhang, Jie Zhang, Shijun Zhao, Shijun Zhao, Cheng Zhao, Cheng Zhao, Yinlu Ding

“…This study aims to analyze the association between body mass index (BMI) and 12 types of cancer, examine the regional, gender, and age disparities in cancer burden attributable to high BMI, and project the disease burden trends over the next decade based on available data.MethodsData for this study were sourced from the Integrative Epidemiology Unit (IEU) Open Genome-Wide Association Study (GWAS) Project and the 2021 Global Burden of Disease (GBD) database. …”
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