Optical Neuroimage Studio (OptiNiSt): Intuitive, scalable, extendable framework for optical neuroimage data analysis. by Yukako Yamane, Yuzhe Li, Keita Matsumoto, Ryota Kanai, Miles Desforges, Carlos Enrique Gutierrez, Kenji Doya

“…To address these challenges, we developed Optical Neuroimage Studio (OptiNiSt), a scalable, extendable, and reproducible framework for creating calcium data analysis pipelines. …”
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MONet: cancer driver gene identification algorithm based on integrated analysis of multi-omics data and network models by Yingzan Ren, Tiantian Zhang, Jian Liu, Fubin Ma, Jiaxin Chen, Ponian Li, Guodong Xiao, Chuanqi Sun, Yusen Zhang

“…Based on integrated analysis of Multi-Omics data and Network models, we present MONet, a novel cancer driver gene identification algorithm. …”
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A tripartite evolutionary game analysis of stakeholder decision-making behavior in the internet of vehicles data supply chain by Ruihan Wu, Jian Yang

“…The Internet of Vehicles, as a new generation of information infrastructure that integrates multiple industries such as automotive, information communication, and transportation, is currently in a rapid development stage. However, its data supply chain involves numerous stakeholders and faces severe challenges in terms of data sharing, security, and regulation. …”
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Patient pathways of tuberculosis care-seeking and treatment: an individual-level analysis of National Health Insurance data in Taiwan by Simon Dixon, Chien-Chou Chen, Chu-Chang Ku, Hsien Ho Lin, Peter J Dodd

“…Introduction Patients with tuberculosis (TB) often experience difficulties in accessing diagnosis and treatment. Patient pathway analysis identifies mismatches between TB patient care-seeking patterns and service coverage, but to date, studies have only employed cross-sectional aggregate data.Methods We developed an algorithmic approach to analyse and interpret patient-level routine data on healthcare use and to construct patients’ pathways from initial care-seeking to treatment outcome. …”
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Organizations` Responsibility in Maintaining the Security of Personal Data posted Online by Romanian Consumers: an Exploratory Analysis of Facebook and Linkedin by Andreea Ionescu, Laurenţiu-Dan Anghel, Gheorghe Jinga

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Bisphosphonate compliance in Japan from the perspective of product, formulation, and patient characteristics: analysis of medical insurance claim data by Kenji Kabeya, Hiroki Satoh, Natsuyo Yanagi, Yasufumi Sawada

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Characterizing Extreme Geomagnetic Storms Using Extreme Value Analysis: A Discussion on the Representativeness of Short Data Sets by G. Bernoux, V. Maget

“…To do so, dedicated statistical methods from the so‐called extreme value analysis (EVA) field have been developed. In this study we used Ca index, derived from aa, in order to characterize geoeffectiveness from the radiation belts point of view with a 150‐year‐long data set. …”
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Data-Driven Analysis: Examining the Impact of COVID-19 from the Perspective of Residential and Non-Residential Electricity Consumption by Zhiheng Yang, Xiu Cao, Qifan Zhang

“…We verify the significant negative impact of the pandemic on the real estate sector by the analysis of electricity consumption across different sectors. …”
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Passive smoking and chronic obstructive pulmonary disease: cross-sectional analysis of data from the Health Survey for England by Peymane Adab, Rachel E Jordan, Kar Keung Cheng, Martin R Miller

“…In this cross-sectional analysis of data from 3 years of the Health Survey for England, the association between passive smoking exposure and risk of COPD is evaluated.Design Cross-sectional analysis of the 1995, 1996 and 2001 Health Surveys for England including participants of white ethnicity, aged 40+ years with valid lung function data. …”
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A refined set of RxNorm drug names for enhancing unstructured data analysis in drug safety surveillance by Wenjing Guo, Fan Dong, Jie Liu, Aasma Aslam, Tucker A. Patterson, Huixiao Hong

“…To address this, we evaluated the drug names in RxNorm for their suitability in unstructured data analysis and developed a refined set of drug names. …”
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ToF-SIMS spectral analysis of pristine and neutron irradiated single crystal tungstenIEEE Data Portal by Gabriel D. Parker, Tobias K. Misicko, Tanguy Teriler, Yang Xiao, Xiao-Ying Yu

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Household status and socio-economic determinants of divorce among married women in Nigeria: a pooled data analysis by Dorothy N. Ononokpono, Nebechukwu H. Ugwu, Clifford O. Odimegwu

“…Divorce cases among married women have increased substantially, particularly in developed countries. Despite the perceived benefits of being married, divorce among married women continues to rise in Nigeria. …”
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Calculation and Analysis of Specific Losses of Active Power in Overhead Power Lines due to Corona in View of Climatic Data by D. A. Sekatski, N. A. Papkova

“…The determination of metrological parameters was based on the analysis of weather data and patterns of types of weather conditions. …”
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Automated Analysis of Thoracic Aortic Aneurysms Based on Chest Computed Tomography Data: a Population Study in Moscow by A. V. Solovev, Yu. A. Vasilev, V. E. Sinitsyn, A. V. Vladzymyrskyy, D. S. Semenov

“…For this reason, conducting new epidemiological studies on this problem in our country is relevant.Objective: to study the prevalence of pathological dilatation of the thoracic aorta in Moscow by means of artificial intelligence technologies (AITs) using chest computed tomography (CT) data.Material and methods. A retrospective analysis of chest CT data from 227,149 patients obtained in the period from October 2022 to October 2023 was performed using AITs.Results. …”
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Post-market Surveillance Analysis of Refractive Data in Users of Delivery Tyro®, a Tyrosine-Releasing Contact Lens by Diego Ponzin, Adriano Fasolo, Giancarlo Montani, Daniele Bazzocchi

“…The purpose of the analysis was to compare the observed myopia progression in Delivery Tyro® users with expected rates based on control SE refraction data derived from meta-analyses of similar age and ethnic cohorts. …”
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Clusters and associations of adverse neonatal events with adult risk of multimorbidity: A secondary analysis of birth cohort data. by Jeeva John, Seb Stannard, Simon D S Fraser, Ann Berrington, Nisreen A Alwan

“…<h4>Design</h4>Secondary analysis of birth cohort data.<h4>Setting</h4>Prospective birth cohort study of individuals born in Britain in one week of 1970.…”
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Prevalence of anxiety disorder and its association with BMI: an analysis of women’s experiences in Bangladesh using BDHS-2022 data by Farhana Afrin Duty, Md. Habibur Rahman, Nahid Salma

“…The purpose of this study was to investigate the association between BMI and anxiety disorder. Methods BDHS 2022 data were used. Binary logistic regression, restricted cubic spline analysis (RCS), and subgroup analyzes were performed to explore the relationship between BMI and anxiety disorder. …”
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A comparative analysis of technical data: At-home vs. in-clinic application of transcranial direct current stimulation in depression by Ulrike Vogelmann, Matthias Stadler, Aldo Soldini, Kai-Yen Chang, Miaoxi Chen, Lucia Bulubas, Esther Dechantsreiter, Christian Plewnia, Andreas Fallgatter, Berthold Langguth, Claus Normann, Lukas Frase, Peter Zwanzger, Thomas Kammer, Carlos Schönfeldt-Lecuona, Daniel Kamp, Malek Bajbouj, Alexander Hunold, Severin Schramm, Josef Priller, Ulrich Palm, Leigh Charvet, Daniel Keeser, Gerrit Burkhardt, Frank Padberg

“…This study investigates tDCS quality based on its technical parameters as well as safety of at-home and in-clinic tDCS applications comparing the data from two randomized controlled trials in patients with major depressive disorder. …”
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The Impact of WHO-2023 Malnutrition Criteria on Caseload of Infants Aged Under Six Months: Secondary Data Analysis by Ayenew Negesse, Tsinuel Girma, Beruk Berhanu Desalegn, Melkamu Berhane, Marko Kerac

“…Methods: We conducted a secondary analysis of data from 1048 Ethiopian infants u6m using STATA software version 17. …”
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Benchmarking Analysis of Railway Infrastructure Managers: A Hybrid Principal Component Analysis (PCA), Grey Best–Worst Method (G-BWM), and Assurance Region Data Envelopment Analysi... by Snežana Tadić, Aida Kalem, Mladen Krstić, Nermin Čabrić, Adisa Medić, Miloš Veljović

“…To address these challenges, this study proposes a hybrid benchmarking model that integrates Principal Component Analysis (PCA) to identify key performance indicators (KPIs) and reduce data dimensionality, the Grey Best–Worst Method (G-BWM) to determine KPI weight coefficients based on expert evaluations, and Assurance Region Data Envelopment Analysis (AR-DEA) to assess the relative efficiency of RIMs while incorporating real-world constraints. …”
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