Accurate human genome analysis with element avidity sequencing by Andrew Carroll, Alexey Kolesnikov, Daniel E. Cook, Lucas Brambrink, Kelly N. Wiseman, Sophie M. Billings, Semyon Kruglyak, Bryan R. Lajoie, Junhua Zhao, Shawn E. Levy, Cory Y. McLean, Kishwar Shafin, Maria Nattestad, Pi-Chuan Chang

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Patient safety culture through the lenses of surgical patients: a qualitative study by Magnhild Vikan, Arvid S. Haugen, Berit T. Valeberg, Ann K. Bjørnnes, Vigdis K. S. Husby, Ellen CT. Deilkås, Stein O. Danielsen

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Parametric Modeling and Analysis of High Power IGBT Device by LIU Fei, MAO Kaixiang

“…The findings are of great help to the simulation analysis of complex circuits, and data prediction and method guidance in future experiments, and valuable for the fault reproduction, failure analysis and design optimization of high-power IGBT modules.…”
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Pooling the complex survey data across the 64 lower and middle-income countries: A study on antibiotic usage in under-five children by Md Fakrul Islam, Prosenjit Basak Arka, Mahfuzer Rohman, Md Sabbir Hossain, Md Rashed Babu, Hasin Anupama Azhari, Md Jamal Uddin

“…Methods: We used the most recent standard Demographic and Health Survey (DHS) data for 64 LMICs. Sample weights were employed in studies to ensure exact standard errors and estimate p-values. …”
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Empirical modelling and analysis of phase noise in OFDM systems by Qihong Duan, Heng Du, Jiang Xue, Feng Li

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Loss Analysis and Calculation for Three-level IGBT Inverter by ZHU Wu, XIN Li, LI Yanyong, ZHANG Donghui

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Dynamic Localized SNV, Peak SNV, and Partial Peak SNV: Novel Standardization Methods for Preprocessing of Spectroscopic Data Used in Predictive Modeling by Emily Grisanti, Maria Totska, Stefan Huber, Christina Krick Calderon, Monika Hohmann, Dominic Lingenfelser, Matthias Otto

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Numeric Analysis for Relationship-Aware Scalable Streaming Scheme by Heung Ki Lee, Jaehee Jung, Kyung Jin Ahn, Hwa-Young Jeong, Gangman Yi

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Improving the Universal Performance of Land Cover Semantic Segmentation Through Training Data Refinement and Multi-Dataset Fusion via Redundant Models by Jae Young Chang, Kwan-Young Oh, Kwang-Jae Lee

“…One of the primary reasons for the lack of robustness is overfitting, resulting from errors and inconsistencies in the ground truth (GT). …”
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A convolutional autoencoder framework for ECG signal analysis by Ugo Lomoio, Patrizia Vizza, Raffaele Giancotti, Salvatore Petrolo, Sergio Flesca, Fabiola Boccuto, Pietro Hiram Guzzi, Pierangelo Veltri, Giuseppe Tradigo

“…AE specialized for signal data, named Convolutional Autoencoder (CAE), showed the best performances in the analysis of ECG signals.This paper presents a CAE-based framework for ECG signal analysis and anomaly identification. …”
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Analysis of the Utilization of Machine Learning to Map Flood Susceptibility by Ali Pourzangbar, Peter Oberle, Andreas Kron, Mário J. Franca

“…The critical aspects of ML‐based FSM are identified, including data considerations, the model's development procedure, and employed algorithms. …”
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The prevalence, results, and treatments of the patients followed up with a diagnosis of metabolic disease in the pediatric intensive care unit: A single-center experience by Gültaç Evren, Ayşe Ergül Bozacı

“…During this period, 962 hospitalized patients were screened and patients with a diagnosis of IEM were included in the study. Demographic data, laboratory analysis, treatment characteristics, PICU, and length of hospital stay were recorded retrospectively. …”
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An Explorative Qualitative Study of the Role of a Genetic Counsellor to Parents Receiving a Diagnosis After a Positive Newborn Bloodspot Screening by Samantha A. Sandelowsky, Alison McEwen, Jacqui Russell, Kirsten Boggs, Rosie Junek, Carolyn Ellaway, Arthavan Selvanathan, Michelle A. Farrar, Kaustuv Bhattacharya

“…The parents of a newborn baby are vulnerable in the days after birth, and the optimal way to deliver the shocking and distressing news of a potential serious diagnosis is yet to be defined. More data are needed to determine whether access to a genetic counsellor (GC) improves families’ experiences with genetic conditions identified by NBS. …”
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Integrating Equation Coding with Residual Networks for Efficient ODE Approximation in Biological Research by Ziyue Yi

“…LazyNet reduces the complexity of mathematical operations, enabling faster model training with fewer data and lower computational costs. We evaluate LazyNet across several biological applications, including HIV dynamics, gene regulatory networks, and mass spectrometry analysis of small molecules. …”
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Calculation of Pile Side Friction by Multiparameter Statistical Analysis by Zhijun Zhou, Yaqin Dong, Peijun Jiang, Dandan Han, Tong Liu

“…Therefore, taking Wuding Expressway project in loess region as an example, the lateral friction resistance of six test piles is studied through static load testing and multiparameter statistical analysis. The multiparameter statistical analysis method is compared with the static load test results, and the error is controlled within 20%. …”
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A Review on the Inertial Measurement Unit Array of Microelectromechanical Systems by Jiawei Xuan, Ting Zhu, Gao Peng, Fayou Sun, Dawei Dong

“…Then, the key technologies and corresponding development status of IMU array are described, respectively, including error analysis modeling and calibration, data fusion technology, fault detection, and isolation technology. …”
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Critical Analysis of Customs Digitalization-Customs Broker Perspective by John Pius, Sekar Murugan

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A Novel Framework for Financial Cybersecurity and Fraud Detection Using XAI-RNN-SGRU by Smarajit Ghosh

“…It outperforms current techniques with a bit error rate of 0.00004 and a data protection score of 98.03%, providing secure and reliable financial operations. …”
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Intracellular spatial transcriptomic analysis toolkit (InSTAnT) by Anurendra Kumar, Alex W. Schrader, Bhavay Aggarwal, Ali Ebrahimpour Boroojeny, Marisa Asadian, JuYeon Lee, You Jin Song, Sihai Dave Zhao, Hee-Sun Han, Saurabh Sinha

“…We present Intracellular Spatial Transcriptomic Analysis Toolkit (InSTAnT), a computational toolkit for extracting molecular relationships from spatial transcriptomics data at single molecule resolution. …”
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A Retrospective Analysis of Refractive Changes in Pediatric Pseudophakia by Manmitha Reddy Muppidi, Sairani Karanam, Akhil Bevara

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