Enhancing the accuracy of mental health assessments through the integration of self-report and objective measures: A convergence study utilizing biosignals and 14-day wearable data by Nayeon Kwon, Dongwon Lee, Soree Hwang, Soomin Yang, Inchan Youn, Hyuk-June Moon, Sungmin Han

“…Participants performed a laboratory-based mental arithmetic task designed to induce acute stress while their electrocardiogram (ECG) was recorded to extract heart rate variability (HRV) features. Additionally, they wore a smartwatch for 14 consecutive days to monitor stress levels multiple times daily, as well as continuous sleep and activity patterns. …”
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Individualized Estimation of Baseline Retinal Nerve Fiber Layer Thickness Using Conditional Variational Autoencoder by Ou Tan, PhD, Keke Liu, MD, Aiyin Chen, MD, Dongseok Choi, PhD, Jonathan C.H. Chan, MD, Bonnie N.K. Choy, MD, Kendrick C. Shih, MD, Jasper K.W. Wong, MD, Alex L.K. Ng, MD, Janice J.C. Cheung, MD, Michael Y. Ni, MD, Jimmy S.M. Lai, MD, Gabriel M. Leung, MD, Ian Y.H. Wong, MD, David Huang, MD, PhD

“…Compared with the population means, both DL models significantly reduced the prediction error for overall and quadrant NFLT and decreased the false-positive rate of identifying abnormal NFLT thinning in both myopia groups (from 13.0%-27.0% to 6.3%∼9.4%). …”
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A dataset of laymen olfactory perception for 74 mono-molecular odors by Antonie Louise Bierling, Alexander Croy, Tim Jesgarzewsky, Maria Rommel, Gianaurelio Cuniberti, Thomas Hummel, Ilona Croy

“…However, the principles of how odorant chemistry links to perceptual patterns remain largely unknown and are primarily studied using odor rating datasets from highly trained olfactory experts, such as perfumers. …”
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Identification of galectin-9 and its antibacterial function in Yellow River carp (Cyprinus carpio haematopterus) by Li Wang, Li Wang, Li Wang, Yuanyuan Hu, Xudong Li, Ziyan Zhang, Nan Wang, Limin Chao, Chengfei Li, Pei Gao, Jinyou Ma, Jinyou Ma, Lei Wang, Xiaojing Xia, Xiaojing Xia

“…IntroductionGalectin-9 is a β-galactoside-binding lectin that functions as a critical pattern recognition receptor (PRR) in the host immune system, initiating immune defense responses by recognizing and binding to pathogen-associated molecular patterns (PAMPs) on the surface of microorganisms. …”
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Effect of storage temperature on freshness of silver carp (Hypophthalmichthys molitrix) by YAO Yan-jia, ZHANG Jin-jie, GU Wei-gang, JI Rong, HU Ya-qin

“…Moreover, the results show that frozen storage is an effective method to slow down the rate of freshness decrease of silver carps.…”
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Internet of things in healthcare monitoring to enhance acquisition performance of respiratory disorder sensors by Leonardo Juan Ramírez López, Arturo Rodriguez Garcia, Gabriel Puerta Aponte

“…The proposed model is validated on the measurement and monitoring of oxygen saturation, heart rate, and body temperature in patients with respiratory disorders. …”
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Neurobehavioral mechanisms of fear and anxiety in multiple sclerosis by Lil Meyer-Arndt, Rebekka Rust, Judith Bellmann-Strobl, Tanja Schmitz-Hübsch, Lajos Marko, Sofia Forslund, Michael Scheel, Stefan M. Gold, Stefan Hetzer, Friedemann Paul, Martin Weygandt

“…The fact that a machine learning model trained to associate fMRI fear response patterns with fear ratings in HPs predicts fear ratings from fMRI data across MS groups using an MVPA cross-decoding approach suggests that generic fear processing mechanisms substantially contribute to anxiety in MS.…”
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Optimization of bovine oocyte cryopreservation: membrane fusion competence and cell death of linoleic acid-in vitro matured oocytes subjected to vitrification by Glenda L. Ríos, María Florencia Suqueli García, María Florencia Suqueli García, Rodrigo J. Manrique, Jorgelina Buschiazzo

“…Zona pellucida-free oocytes co-incubated with sperm demonstrated that 43 μM LA better preserved the original sperm adhesion and fusion pattern post-vitrification, although fertilization rate was not improved. …”
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Dynamic brain-heart-gut coupling during sleep: a continuous physiological signal analysis by Guojing Wang, Guojing Wang, Guojing Wang, Hongyun Liu, Hongyun Liu, Shijing Wu, Shijing Wu, Xiaohua Yu, Xiaohua Yu, Weidong Wang, Weidong Wang

“…In terms of heart-gut coupling (HGC), the coupling strength between the very low frequency (VLF) band of heart rate variability (HRV) and all BS-derived power sequences was significantly lower than other HRV frequency bands. …”
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Aberrant Histone Methylation in Patients with Graves’ Disease by Ni Yan, Kaida Mu, Xiao-fei An, Ling Li, Qiu Qin, Rong-hua Song, Qiu-ming Yao, Xiao-qing Shao, Jin-an Zhang

“…The rate (degree) of H3K4 and H3K9 methylation and the expressions of histone-modifying genes were investigated. …”
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A bibliometric analysis of research trends in mesenchymal stem cell therapy for neonatal bronchopulmonary dysplasia: 2004–2024 by Lu Bai, Yue Xin

“…Time-series analysis revealed a significant acceleration in publication output after 2015 (p < 0.01), with a compound annual growth rate of 18.2%. The United States was the leading contributor (131 publications, 37.1%), followed by China (72 publications, 20.4%) and Canada (54 publications, 15.3%). …”
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Efficacy and Safety of Tofacitinib in Patients with Polymyalgia Rheumatica (EAST PMR): An open-label randomized controlled trial. by Xinlei Ma, Fan Yang, Jinzhi Wu, Bei Xu, Mengdi Jiang, Yiduo Sun, Chuanying Sun, Ye Yu, Danyi Xu, Lanlan Xiao, Chunyun Ren, Chunyan Chen, Zi Ye, Junyu Liang, Jin Lin, Weiqian Chen

“…Secondary endpoints: PMR-AS score, c-reactive protein (CRP), and erythrocyte sedimentation rate (ESR) at weeks 12 and 24. Thirty-nine patients with newly diagnosed PMR received tofacitinib, and 37 patients received glucocorticoid. …”
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Estimation of duration and its changes in Lagrangian observations relying on ice floes in the Arctic Ocean utilizing a sea ice motion product by F. Zhang, F. Zhang, R. Lei, R. Lei, M. Qu, N. Li, Y. Chen, X. Pang

“…In particular, the autumn east–west surface air pressure gradient across the central Arctic and the Arctic dipole anomaly indices significantly influenced the terminal points of ice trajectories after 9 months, and their extreme positive phases were found to expand the ideal deployment areas. The rate of increase in near-surface air temperatures in autumn–spring along the trajectories was more pronounced in the TPD region than that in the BG region. …”
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Loss of Reduction in Pediatric Distal Radius Fractures: Risk Factors From a Prospective Multicenter Registry by Apurva S. Shah, MD, MBA, Zoe E. Belardo, BA, Mark L. Miller, MD, Michael C. Willey, MD, Susan T. Mahan, MD, MPH, Divya Talwar, PhD, MPH, Donald S. Bae, MD

“…The majority of subjects sustained bicortical metaphyseal distal radius fractures (68%), followed by Salter-Harris II physeal fractures (26%). The rate of radiographic LOR was 44% (271/616), and 11% (70/616) of fractures shifted ≥20°. …”
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Analysis of influencing factors for primary membranous nephropathy complicated with atherosclerotic cardiovascular disease and establishment of a nomogram prediction model by Mirixiatijiang· Maimaiti, Zhu Guo-qiang, Su Ming-jie, Halinuer· Shadekejiang, Zhang Xue-qin, Lu Chen

“…They also had significantly higher systolic blood pressure ［130（120， 142） mmHg（1 mmHg=0.133 kPa） <italic>vs</italic> 122.0（113.5， 135.5） mmHg］， higher diastolic blood pressure ［80 （75， 90） mmHg <italic>vs</italic> 80（70， 85.5） mmHg］， higher prevalence of hypertension［142（64.8%） <italic>vs</italic> 67 （32.7%）］， and higher proportion of manual workers［60（27.4%） <italic>vs</italic> 28（13.7%）］ Additionally， lymphocyte count （LYM）， platelet count （PLT）， blood sodium concentration （Na）， blood urea nitrogen （BUN）， blood creatinine （Cr）， estimated glomerular filtration rate （eGFR）， 24-hour quantitative urine protein， glutamic transaminase， urinary occult blood， number of urinary hyaline and pathological tubular patterns， C-reactive protein （CRP）， complement C4， plasma fibrinogen， D-dimer， and centrocyte-lymphocyte ratio were all significantly different between the two groups （<italic>P</italic>&lt;0.05）. …”
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A data-driven approach to forest health assessment through multivariate analysis and machine learning techniques by Raja Waqar Ahmed Khan, Hamayun Shaheen, Muhammad Ejaz Ul Islam Dar, Tariq Habib, Muhammad Manzoor, Syed Waseem Gillani, Abeer Al-Andal, John Oluwafemi Ayoola, Muhammad Waheed

“…RF-based feature importance analysis showed tree DBH, height, regeneration rate, soil erosion, and tree density as key ecological drivers of forest health. …”
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Digital learning resource use among Swedish medical students: insights from a nationwide survey by Martin F. Bjurström, Emma Lundkvist, Louise W. Sturesson, Ola Borgquist, Robin Lundén, Malin Jonsson Fagerlund, Miklós Lipcsey, Thomas Kander

“…Results One thousand seven hundred sixty-six students responded to the survey, with an average response rate of 20.2% across sites. The five most frequently used digital resources were (percentage using at least on a weekly basis): University study platform (75.3%), videos (68.0%), flashcards (66.4%), student notes (53.4%) and external study platforms (47.3%). …”
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Citronella oil-loaded electro-spun single and core-shell nano fibers as sustained repellent systems against Aedes aegypti by Samali Udara Liyanaarachchi, Sanjeewa K. Rodrigo, Nilwala Kottegoda, Veranja Karunaratne, Menaka Hapugoda, Tharaka Ranathunge, Lahiru Udayanga, Dushmantha Adikari

“…It was found that maintaining the outer:inner flow rate ratio at 5:2 in coaxial process is imperative to produce good fibers. …”
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Spatio-temporal mapping reveals changes in soil organic carbon stocks across the contiguous United States since 1955 by Chenconghai Yang, Feixue Shen, Xiang Li, Wenkai Cui, Lei Zhang, Lin Yang, Chenghu Zhou

“…Abstract Understanding spatio-temporal patterns of soil organic carbon (SOC) is critical for global climate change mitigation and sustainable soil management. …”
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Effects of Hole Irrigation Device Parameters on Soil Water Characteristics Under Different Biogas Slurry Ratios by Peng Xiang, Jian Zheng, Yan Wang, You Wu

“…The lateral and vertical wetting front migration distances exhibited a well-defined power function relationship with the soil’s stable infiltration rate and infiltration time (<i>R</i>² ≥ 0.977). …”
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