An interpretable XAI deep EEG model for schizophrenia diagnosis using feature selection and attention mechanisms by Ahmad Almadhor, Stephen Ojo, Thomas I. Nathaniel, Shtwai Alsubai, Abdullah Alharthi, Abdullah Al Hejaili, Gabriel Avelino Sampedro

“…In addition to fine-tuning input dimensionality, F-test feature selection increases learning efficiency.ResultsThrough the integration of feature importance analysis and conventional performance measures, this study presents valuable insights into the discriminative neurophysiological patterns associated with Schizophrenia, advancing both diagnostic and neuroscientific expertise. …”
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The impact of human agents on spatial navigation and knowledge acquisition in a virtual environment by Tracy Sánchez Pacheco, Melissa Sarria Mosquera, Kaya Gärtner, Vincent Schmidt, Debora Nolte, Sabine U. König, Gordon Pipa, Peter König, Peter König

“…They prompted participants to revisit locations with agents during their initial exploration without significantly altering overall exploration patterns or the extent of the area covered. …”
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Cosmetic Contact Sensitivity in Patients with Melasma: Results of a Pilot Study by Neel Prabha, Vikram K. Mahajan, Karaninder S. Mehta, Pushpinder S. Chauhan, Mrinal Gupta

“…Centrofacial, malar, and mandibular patterns were observed in 48 (72%), 18 (27%), and 1 (1%) patients, respectively. …”
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High-intensity zones in dogs with lumbosacral intervertebral disc degeneration: insights from MRI and histopathological findings by S. Amir Kamali, Michelle Teunissen, Dirk Hendrik Nicolaas van den Broek, Elisabeth M. Burgers, Guy C. M. Grinwis, Keita Ito, Marianna A. Tryfonidou, Björn P. Meij

“…Histopathological analysis of 11 dorsal AF samples collected during standard-of-care decompressive surgery revealed two patterns: reactive cystic structures (3/11) and granulation tissue (8/11), with differential MRI presentation. …”
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Boosting proactive motor control via statistical learning with brain stimulation by Giulia Ellena, Federica Contò, Michele Tosi, Lorella Battelli

“…Visual statistical regularities are nested patterns of information extracted to build a predictive internal model that guides attentional and motor decisions. …”
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Tracking Poultry Drinking Behavior and Floor Eggs in Cage-Free Houses with Innovative Depth Anything Model by Xiao Yang, Guoyu Lu, Jinchang Zhang, Bidur Paneru, Anjan Dhungana, Samin Dahal, Ramesh Bahadur Bist, Lilong Chai

“…In this study, we assess DAM’s ability to monitor poultry behavior, specifically detecting drinking patterns. We also evaluate its effectiveness in managing operations, such as tracking floor eggs. …”
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From Polar Day to Polar Night: A Comprehensive Sun and Star Photometer Study of Trends in Arctic Aerosol Properties in Ny-Ålesund, Svalbard by Sandra Graßl, Christoph Ritter, Jonas Wilsch, Richard Herrmann, Lionel Doppler, Roberto Román

“…We also compared AOD events with large-scale processes, like large-scale oscillation patterns, sea ice, weather conditions, or wildfires in the Northern Hemisphere but did not find one single cause that clearly determines the Arctic AOD. …”
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Trypsin promotes porcine deltacoronavirus mediating cell-to-cell fusion in a cell type-dependent manner by Yue-Lin Yang, Fandan Meng, Pan Qin, Georg Herrler, Yao-Wei Huang, Yan-Dong Tang

“…Most importantly, our study illustrates two distinct spreading patterns from infected cells to uninfected cells during PDCoV transmission, and the role of trypsin in PDCoV replication in cells with different virus spreading types. …”
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Life course insights into social relationship quality: a cross-national analysis of 22 countries by Renae Wilkinson, Koichiro Shiba, Cristina B. Gibson, Chukwuemeka N. Okafor, Ying Chen, Matt Bradshaw, Byron R. Johnson, Tyler J. VanderWeele

“…Our findings provide an empirical foundation for further investigation into variability and mechanisms in associations between childhood factors and adult social relationship quality, and cultural differences in these patterns.…”
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Spatial–Temporal Characterization of Microplastics in the Surface Water of an Urban Ephemeral River by Andre Felton, Salem Farner, Logan Day, Sue Ellen Gibbs-Huerta, Briaunna Zamarripa, Jeffrey Hutchinson

“…Rivers are recognized as major unilateral pathways of microplastic transport between terrestrial and marine ecosystems, yet our understanding of their dispersal patterns over space and through time as they migrate from source to sink is limited. …”
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Numerical simulation of unsteady airflow organization and cold island effect in air source heat pump unit by Jiashuo Zhou, Ronghua Wu, Hao Yu, Jiyou Lin, Hao Zhan, Shunjie Liu, Zhibin Wang

“…It examines how environmental temperature, wind speed, and air volume influence airflow patterns and analyzes the effects on the coefficient of performance (COP). …”
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Impact Testing of Aging Li-Ion Batteries from Light Electric Vehicles (LEVs) by Miguel Antonio Cardoso-Palomares, Juan Carlos Paredes-Rojas, Juan Alejandro Flores-Campos, Armando Oropeza-Osornio, Christopher René Torres-SanMiguel

“…The results from the mechanical shock tests revealed characteristic acceleration and velocity patterns. These findings clarify the electromechanical behavior of aged LIBs under impact, providing critical data to enhance the safety and reliability of these vehicles.…”
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Assessment of Time-Varying Waveform Distortion Measured in a Railway Traction Converter Station by Rafael S. Salles, Tommy Hjertberg, Mats Wahlberg, Sarah K. Ronnberg

“…Specific focus is given to identifying disturbance sources and patterns during operation, including limitations of traditional methodologies based on aggregated values and addressing the challenges posed by the differences between the two electromagnetic environments (railway grid and public grid). …”
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Text and Language Style in Early 20th Century Nusantara Ulama Manuscripts: Muhammad Amin Hasan Al-Banjari by Fajar Utami, Indah Permata Sari, Fany Eka Amestia, Achmad, Erlina, Tamer Sa’ad Ibrahim Khodr

“…The analysis involved identifying and interpreting thematic content, rhetorical techniques, and linguistic patterns found in the manuscript to understand the relationship between language structure and the socio-political context during the time of its writing. …”
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Experimental studies on oscillation modes of vibration separation devices by Demianenko M., Volf M., Pavlenko I., Liaposhchenko O.

“…In turn, physical experiments aim to identify patterns and features of processes occurring during vibration-inertial separation (i.e., the dependence of various parameters on velocity). …”
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Three-dimensional similarity simulation research on the overburden movement and the characteristics of load transfer in crossing-pillar mining by CAO Dingyuan, PAN Ruikai, BAI Jinwen, FENG Guorui, QU Jinbo, LI Haonan, LI Yufei

“…A three-dimensional similarity simulation experiment was carried out to study the movement patterns of the overburden and the load transfer characteristics of the coal pillars during crossing-pillar mining. …”
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Development of an accurate and sensitive assay for 2-methoxyestradiol using derivatization and liquid chromatography-tandem mass spectrometry by Koji Takahashi, Masaki Takiwaki, Seketsu Fukuzawa, Yoshikuni Kikutani, Kentaro Abe, Tatsuya Higashi, Hironori Kobayashi

“…Although the derivatized 2ME and 3M4OH were closely eluted under the optimized LC conditions, the different fragmentation patterns of these isomers during MS/MS allowed their distinction. …”
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FetalMovNet: A Novel Deep Learning Model Based on Attention Mechanism for Fetal Movement Classification in US by Musa Turkan, Emre Dandil, Furkan Erturk Urfali, Mehmet Korkmaz

“…The model integrates convolutional neural networks (CNN) for feature extraction and an attention mechanism to capture spatio-temporal patterns, significantly improving classification performance of fetal movements. …”
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From Emergence to Evolution: Dynamics of the SARS-CoV-2 Omicron Variant in Florida by Sobur Ali, Marta Giovanetti, Catherine Johnston, Verónica Urdaneta-Páez, Taj Azarian, Eleonora Cella

“…Variants such as BA.1, BA.2, BA.4, and BA.5 exhibited distinct transmission patterns, with BA.2 showing the ability to reinfect individuals previously infected with BA.1. …”
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A Cloud Infrastructure for Health Monitoring in Emergency Response Scenarios by Alessandro Orro, Gian Angelo Geminiani, Francesco Sicurello, Marcello Modica, Francesco Pegreffi, Luca Neri, Antonio Augello, Matteo Botteghi

“…The system monitors vital signs such as electrocardiograms and breathing patterns during work sessions, and it is able to manage real-time alarm events to a personnel management center. …”
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