Analysis of Core Area Characteristics in Travel Networks Using Block Modeling by Mincheul Bae, Soyeong Lee, Heesun Joo

“…This study analyzes inter-regional traffic patterns and network structures using origin–destination (OD) data. Block modeling, a method that clusters nodes performing similar roles within a network to identify functional regional structures, distinguishes passenger and freight patterns. …”
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A patient-centric benefit-risk assessment of daridorexant for the treatment of insomnia disorder using patient preference data collected in two phase 3 clinical trials by Sebastian Heidenreich, Melissa Ross, Bruno Flamion, Andrea Phillips-Beyer

“…Sensitivity analyses accounted for uncertainty in both clinical trial and patient preference data. Results: Preferences of 602 trial participants (68.1 % female, mean age 58.6 years) were used in the qBRA analysis. …”
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Comparative nutrient and sensory analysis of eight different commercial Chlorella powders by Felix Melcher, Tillmann Peest, Tillmann Peest, Diego Garay, Diego Garay, Florian Utz, Florian Utz, Michael Paper, Andrea Spaccasassi, Andrea Spaccasassi, Lisa Obermaier, Jennifer Schneiderbanger, Max Koch, Daniel Garbe, Tom Nilges, Thomas Becker, Michael Rychlik, Corinna Dawid, Corinna Dawid, Wolfram M. Brück, Nikolaus I. Stellner, Nikolaus I. Stellner, Thomas B. Brück

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Comparative analysis of corpus callosum lipidome and transcriptome in schizophrenia and healthy brain by Maria S. Osetrova, Olga I. Efimova, Marina D. Zavolskova, Elena A. Stekolschikova, Gleb N. Vladimirov, Dmitry A. Senko, Tatiana A. Zhuravleva, Anna Y. Morozova, Yana A. Zorkina, Denis S. Andreyuk, George P. Kostyuk, Evgeniy N. Nikolaev, Philipp E. Khaitovich

“…The results between HPLC-MS and MALDI-MSI were highly concordant. Transcriptome analysis identified 1,202 differentially expressed genes, clustered into four functional modules, one of which was associated with lipid metabolism. …”
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From KL Divergence to Wasserstein Distance: Enhancing Autoencoders with FID Analysis by Laxmi Kanta Poudel, Kshtiz Aryal, Rajendra Bahadur Thapa, Sushil Poudel

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Comparative Analysis of Deep Learning Models for Intrusion Detection in IoT Networks by Abdullah Waqas, Sultan Daud Khan, Zaib Ullah, Mohib Ullah, Habib Ullah

“…This study addresses the problem of detecting intrusions in IoT environments by evaluating the performance of deep learning (DL) models under different data and algorithmic conditions. We conducted a comparative analysis of three widely used DL models—Convolutional Neural Networks (CNNs), Long Short-Term Memory (LSTM), and Bidirectional LSTM (biLSTM)—across four benchmark IoT intrusion detection datasets: BoTIoT, CiCIoT, ToNIoT, and WUSTL-IIoT-2021. …”
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Prediction of altered 3'- UTR miRNA-binding sites from RNA-Seq data: the swine leukocyte antigen complex (SLA) as a model region. by Marie-Laure Endale Ahanda, Eric R Fritz, Jordi Estellé, Zhi-Liang Hu, Ole Madsen, Martien A M Groenen, Dario Beraldi, Ronan Kapetanovic, David A Hume, Robert R R Rowland, Joan K Lunney, Claire Rogel-Gaillard, James M Reecy, Elisabetta Giuffra

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Transcriptome Analysis of Two Different Developmental Stages of Paeonia lactiflora Seeds by Yonglei Ma, Jinqiu Cui, Xiujun Lu, Lijie Zhang, Zhijing Chen, Riwen Fei, Xiaomei Sun

“…A total of 1795 genes were differentially expressed in the functional enrichment analysis. The key genes for seed germination and dormancy, such as GAI1 and ARF, were confirmed by quantitative reverse transcription-polymerase chain reaction analysis. …”
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Quantitative and qualitative analysis of balcony usage and its impact on the landscape of the neighborhood by Fatemeh Foghani, azadeh shahcheraghi, Zahra Sadat Saeideh zarabadi

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Genetic variants of congenital glaucoma. Analysis of the literature and description of the clinical case by L. A. Katargina, V. V. Kadyshev, A. A. Sorokin, A. V. Pleskova, R. A. Zinchenko

“…Description of a clinical case of a patient with congenital glaucoma and mutations in the CYP1B1 gene, taking into account the analysis of literature data.Material and methods. The following methods were used to examine the patient: standard ophthalmological examination, EPI (VEP for flash, mERG and rERG) and fundus photoregistration, molecular genetics study of the CYP1B1 gene. …”
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Emerging trends in the evolution of neuropsychology and artificial intelligence: A comprehensive analysis by Haihua Ying, Andri Pranolo, Zalik Nuryana, Andini Isti Syafitri

“…Neuropsychological evaluations are valuable in neurosurgery because they comprehensively evaluate cognitive, affective, and behavioral functioning to optimize patient outcomes. Incorporating artificial intelligence (AI) into neuropsychology offers optimistic advances, with machine learning models assisting in classifying behavioral, cognitive, and functional impairments while minimizing the number of tests. …”
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LTAU-FF: Loss Trajectory Analysis for Uncertainty in atomistic Force Fields by Joshua A Vita, Amit Samanta, Fei Zhou, Vincenzo Lordi

“…Our method, which we call LTAU (Loss Trajectory Analysis for Uncertainty), efficiently estimates the full probability distribution function of errors for any test point using the logged training errors, achieving speeds that are 2–3 orders of magnitudes faster than typical ensemble methods and allowing it to be used for tasks where training or evaluating multiple models would be infeasible. …”
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Analysis of the current state of the postoperative pulmonary complications issue in abdominal surgery by T. S. Kuzmenko

“…Purpose: based on the analysis of the scientific literature data, to determine the relevance of postoperative pulmonary complications (PPCs) issue in abdominal surgery, as well as to examine the causes and modern methods of their development prevention in patients with unaffected lungs. …”
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The Analysis of Validity and Reliability of the Indonesian’s SCARED Instrument Using the Rasch Model by Qadriyyah Qadriyyah, Suprananto Suprananto, Bahrul Hayat

“…The item information function analysis showed that most items had good discriminating power, particularly at moderate anxiety levels. …”
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Air Brake Fluid Equation Analysis Based on the Combination of Test and Simulation by Zhiding YING, Hui LIANG

“…The hardware-in-the-loop test platform required that the simulation model was controlled in real time through hardware interface, and the model was revised according to the real data collected from the test to ensure the rationality and scientificity of the established test simulation model, and the brake aerodynamics equation was used for analysis and solution. …”
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STRUCTURAL ANALYSIS OF THE PELVIC GIRDLE BEFORE AND AFTER HIP REPLACEMENT PROCEDURE by Ja. Zubrzycki, R. Karpinski, L. Jaworski, A. M. Ausiyevich, N. Smidova

“…During performing of calculations with the use of finite element analysis other physical quantities are also being discretized: loads, tensions, restraints or other examples represented in the system with the use of continuous function. …”
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Forensic Discrimination of Lipstick Stains Using Attenuated Total Reflectance-Fourier Transform Infrared Spectroscopy and Pattern Recognition Techniques by Mohd Afiq Mohd Azis, Naji Arafat Mahat, Hasmerya Maarof, Sarah Aina Azman

“…Spectral analysis revealed several functional group differences between the two brands of lipstick, viz. …”
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Access of Women to Higher Education in Uganda: An Analysis of Inequalities, Barriers and Determinants by Kwesiga, Joy Constance

“…Decision-makers at sample institutions and the Ministry of Education headquarters were interviewed, and documentary analysis also covered official reports, documents and records, previous research and the mass media. …”
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Comprehensive identification and expression analysis of the CPP gene family in maize (Zea mays L.) by Lei Gu, Tianyu Kang, Tuo Zeng, Hongcheng Wang, Bin Zhu, Xuye Du, Yinglang Liu

“…Conclusion Taken together, the comprehensive analysis of ZmCPPs in the whole genome provides a novel perspective on the evolutionary relationship among ZmCPP genes and lays a foundation for further study of the biological functions of ZmCPPs.…”
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XPS Monitoring of Calcarenite Building Walls Long Exposed Outdoors: Estimation of Deterioration Trend from the Time Sequence of Curve-Fitted Spectra and PCA Exploration of the Larg... by Maria A. Acquavia, Francesco Cardellicchio, Mariangela Curcio, Fausto Langerame, Anna M. Salvi, Laura Scrano, Carmen Tesoro

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