Efficient knowledge graph to text powered by LLGM: linear latent graph model by Xiaokang Zhao, Yao Zheng, Yubo Shan, Jingyuan Li, Kun Zhang, Yuanzhuo Wang

“…LLGM’s core innovations are three-fold: (1) a Multi-head Statistical Attention (MSA) mechanism that achieves linear O(N) complexity by replacing pairwise token interactions with efficient statistical approximations, drastically reducing the primary computational bottleneck; (2) a Graph Latent Self-Attention (GLSA) module that efficiently encodes explicit graph structures using dimension-reduced intermediate representations, preserving relational fidelity with fewer parameters; and (3) a Graph Periodicity Projector (GPP) that optimizes feed-forward networks by decomposing representations into periodic and non-periodic components, adeptly capturing both regular and unique graph patterns. …”
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A robust, deep learning-based analysis of time-domain signals for NMR spectroscopy by Kyungdoe Han, Eunhee Kim, Kyoung-Seok Ryu, Donghan Lee

“…This transformation enables the extraction of frequency-domain information, allowing for the recognition of patterns within the generated NMR spectra. Most modern NMR processing software applies FT to generate the final spectra. …”
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A Climate Simulation Dataset From 11 Overriding Experiments for Analysing Cloud and Air–Sea Feedbacks by Xiao Guo, Biao Feng, Zhiying Zhao, Jian Ma

“…This open access dataset for partial air–sea coupling under climate change can help understand the tropical and polar warming patterns and quantify the relative contributions of forcing and triggering mechanisms.…”
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Improved Protocol for a Microsphere-Adhesion Assay on Living Tissue Slices by Eckart Förster, Christian Kaltschmidt

“…Here, we describe a simple microsphereadhesion assay to characterize adhesive cues on living tissue slices, which we use to study pattern formation in neural tissue. This assay was developed by modifying a cell-adhesion assay on living tissue slices. …”
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Molecular characterization and epidemiological aspects of non-polio enteroviruses isolated from acute flaccid paralysis in Brazil: a historical series (2005–2017) by Ivanildo P. Sousa, Maria de Lourdes Aguiar Oliveira, Fernanda M. Burlandy, Raiana S. Machado, Silas S. Oliveira, Fernando N. Tavares, Francisco Gomes-Neto, Eliane V. da Costa, Edson E. da Silva

“…About 46 different NPEV types were identified with the following detection pattern EV-B > EV-A > EV-C. The major EV-types were CVA2, CV4, EV-A71, CVB3, CVB5, E6, E7, E11, CVA13 and EV-C99, which corresponds to 51.6% of the total. …”
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The Outcomes of Delayed Revascularization in Lower Extremity Vascular Injury: A Retrospective Cohort Study by Chai KS, Faisham WI, Wan-Sulaiman WA, Rosli MA, Mat-Saad AZ, Jusoh MH, Paiman M, Halim AS

“…The commonest injury pattern was contusion with thrombosis (n=31, 52.5%). …”
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Wrist Ligament Surgeries: Nationwide Incidence in a 25-year Follow-Up by Annele Marianne Pönkkö, MD, Antti Kalevi Kaivorinne, MD, Ville Matti Mattila, MD, PhD, Aleksi Rafael Reito, MD, PhD, Mikko Petteri Räisänen, MD

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Anti-Butterfly Effect in Ribavirin Studied by Combined Experiment (PXRD/¹H-¹⁴N NQR Cross-Relaxation Spectroscopy), Quantum Chemical Calculations, Molecular Do... by Jolanta Natalia Latosińska, Magdalena Latosińska, Janez Seliger, Veselko Žagar, Tomaž Apih

“…The differences in the binding pattern of ribavirin, acadesine, inosine, guanosine, and favipiravir-ribofuranosyl in the solid state and the protein-ligand complex were assessed to elucidate the differences in the binding mechanism at the molecular level due to aglycone modification. …”
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Macronutrient composition of the diet and prospective weight change in participants of the EPIC-PANACEA study. by Anne-Claire Vergnaud, Teresa Norat, Traci Mouw, Dora Romaguera, Anne M May, H Bas Bueno-de-Mesquita, Daphne van der A, Antonio Agudo, Nicholas Wareham, Kay-Tee Khaw, Isabelle Romieu, Heinz Freisling, Nadia Slimani, Florence Perquier, Marie-Christine Boutron-Ruault, Françoise Clavel-Chapelon, Domenico Palli, Franco Berrino, Amalia Mattiello, Rosario Tumino, Fulvio Ricceri, Laudina Rodríguez, Esther Molina-Montes, Pilar Amiano, Aurelio Barricarte, Maria-Dolores Chirlaque, Francesca L Crowe, Philippos Orfanos, Androniki Naska, Antonia Trichopoulou, Birgit Teucher, Rudolf Kaaks, Heiner Boeing, Brian Buijsse, Ingeged Johansson, Göran Hallmans, Isabel Drake, Emily Sonestedt, Marianne Uhre Jakobsen, Kim Overvad, Anne Tjønneland, Jytte Halkjær, Guri Skeie, Tonje Braaten, Eiliv Lund, Elio Riboli, Petra H M Peeters

“…The association between percentage of energy from protein and weight change was slightly stronger in overweight participants, former smokers, participants ≥60 years old, participants underreporting their energy intake and participants with a prudent dietary pattern. Compared to diets with no more than 14% of energy from protein, diets with more than 22% of energy from protein were associated with a 23-24% higher risk of becoming overweight or obese in normal weight and overweight subjects at baseline.…”
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Characteristics of the microstructure, magnetic and antibacterial properties of silver-substituted cobalt ferrite nanoparticles from the sol-gel method by Riyatun Riyatun, Triana Kusumaningsih, Agus Supriyanto, Budi Purnama

“…The atomic structure confirmed by the XRD pattern is a single-phase cubic spinel having a characteristic peak (311) at low Ag doping. …”
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Povidone Iodine Disinfection Associated with Hypothyroidism and Potentially Contributing to Prolonged Kidney Failure by Yasmine Vercammen, Dieter Dauwe, Greet De Vlieger, Sabrina Houthoofd, Lars Desmet, Michael P. Casaer

“…Thyroxine (T4) (4.0 mg/L) and tri-iodothyronine (T3) (64 ng/L) were moderately low, yet thyroid stimulating hormone (TSH) (16.8 mIU/L) was fourfold the maximal normal range value. This pattern, atypical for prolonged critical illness-related hypothyroidism, prompted interruption of PVP-I exposure and initiation of thyroid hormone substitution. …”
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Testosterone Increases: Sodium Reabsorption, Blood Pressure, and Renal Pathology in Female Spontaneously Hypertensive Rats on a High Sodium Diet by Bei Liu, Daniel Ely

“…Estrogen (E) and testosterone (T) are important in the sexually dimorphic pattern of blood pressure (BP) development. The goal was to examine the effects of endogenous E and exogenous T in the development of hypertension in female spontaneously hypertensive rats (SHR) on a high sodium diet. …”
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Fast and precise tongue pressure measurement by intraoral laser-induced graphene pressure sensor for elderly healthcare by Hyeonwoo Kim, Han Ku Nam, Tongmei Jing, Dongwook Yang, Younggeun Lee, Yong Kwon Chae, Seoung-Jin Hong, Sang Wook Kang, Young-Jin Kim

“…This sensor is designed to provide a smaller footprint, higher linearity, enhanced durability, and simpler maintenance for advanced elderly healthcare. LIG patterns were generated on polyimide films by direct irradiation of ultraviolet (UV) nanosecond laser pulses and transferred onto biocompatible polydimethylsiloxane (PDMS) substrates. …”
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Estradiol Reverses Ovariectomy-Induced Disruption of Hypothalamic Gene Expression and Behavior via Modulation of Gonadotropin Releasing Hormone and Calcium Signaling Pathways by Asim Muhammad, Mubashir Muhammad, Xiaohuan Chao, Chunlei Zhang, Jiahao Chen, Huan Yang, Shuhan Liu, Yuan Ding, Ziming Wang, Hongwei Bi, Wen Guo, Junhong Fan, Bo Zhou

“…Pearson correlation analysis further linked gene expression patterns with phenotypic traits, providing insights into estrogen’s regulatory mechanisms in the hypothalamus. …”
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Evaluation of Bacterial Growth Ability and PHA Production Using Various Combinations of Fatty Acids by Young-Cheol Chang, M. Venkateswar Reddy

“…The present study explains the growth pattern and polyhydroxyalkanoate (PHA) production capacity of <i>Bacillus</i> sp. …”
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Relationships Between Muscle Activation and Thoraco-Lumbar Kinematics in Direction-Specific Low Back Pain Subgroups During Everyday Tasks by Rebecca Hemming, Alister du Rose, Liba Sheeran, Valerie Sparkes

“…Background/Objectives: The assessment of relationships between trunk muscle activity and thoraco-lumbar movements during sagittal bending has demonstrated that low back pain (LBP) subgroups (flexion pattern and active extension pattern motor control impairment) reveal distinct relationships that differentiate these subgroups from control groups. …”
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Non-invasive DNA monitoring unveils the reproductive strategy of an endangered and elusive top predator, the Chaco Eagle by David Canal, Juan José Negro, José Hernán Sarasola

“…These spatial patterns of breeding territory selection and breeding dispersal have never been described for large eagles in the Neotropics and highlight the potential ecological consequences of human pressure on this keystone species. …”
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Analysis of optimizing Bicon short implant placement in posterior mandible with type II bone by Mingyi Ji, Xinyi Ji, Junfeng Xu

“…Furthermore, dynamic and fatigue analyses corroborated the stress distribution patterns observed in the static analysis across each abutment-implant complex. …”
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Using Text Messaging Ecological Momentary Assessment to Record Changes in e-Cigarette and Combustible Cigarette Use: Pilot Randomized Clinical Trial by Tucker Morgan, Michelle He, Andrew Nicholson, Omar El Shahawy, Scott E Sherman, Elizabeth R Stevens

“…Though results from mixed effect modeling and RR comparisons were similar using EMA or survey data, EMA provides unique advantages, namely greater granularity in the time and the capability to detect switching patterns in near real time. These findings provide the feasibility of using EMA in developing smoking cessation interventions in future tobacco harm reduction research.…”
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Modelling land use changes impacts on the silting of small agricultural water harvesting reservoirs by Elia Degli Innocenti, Giulio Castelli, Simone Pozzolini, Federico Preti, Elena Bresci, Enrica Caporali

“…Our analysis aimed at estimating how much the rate of sediment accumulation in the reservoir would vary with the replacement of currently arable land with vineyards. …”
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