Bayesian variable selection with graphical structure learning: Applications in integrative genomics. by Suprateek Kundu, Yichen Cheng, Minsuk Shin, Ganiraju Manyam, Bani K Mallick, Veerabhadran Baladandayuthapani

“…This has motivated systematic data-driven approaches to integrate multi-dimensional structured datasets, since cancer development and progression is driven by numerous co-ordinated molecular alterations and the interactions between them. …”
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An Information Quality Framework for Managed Health Care by Crossette-Thambiah G, Berleant D, AbuHalimeh A

“…The goal of this article is to develop and justify an information quality framework for managed healthcare, thereby enabling the sector to better meet its unique information quality challenges.Methods: The information quality framework provided here was designed using other information quality frameworks as exemplars, as well as a qualitative survey involving interviews of twenty industry leaders structured around 17 questions. The responses were analyzed and tabulated to obtain insights into the information quality needs of the managed healthcare domain.Results: The novel framework we present herein encompasses strategies for data integration, standardization and validation, and is followed by a justification section that draws upon existing literature and information quality frameworks in addition to the survey of leaders in the industry.Discussion: Emphasizing objectivity, utility, integrity, and standardization as foundational pillars, the proposed framework provides practical guidelines to empower healthcare organizations in effectively managing information quality within the managed care model.Keywords: data quality, information quality, information quality framework, managed healthcare, managed health care, data management, data governance…”
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Framework and Pathway for the Construction of a Unified Data-Element Market in China by Xiaohong Chen, Canran Xiao, Wenzhi Cao, Weiwei Zhang, Yongmei Liu

“…A multi-layered data-element market structure is constructed, and a targeted framework for China's unified data-element market is proposed, along with key points for building a market ecosystem, transaction platforms, and support systems. …”
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A Community Effort to Develop Common Data Elements for Pre-Clinical Spinal Cord Injury Research by Britt A. Fedor, Abel Torres-Espin, Romana Vavrek, Maryann E. Martone, John L. Bixby, John C. Gensel, Vance Lemmon, Jeffrey S. Grethe, J. Russel Huie, Adam R. Ferguson, Karim Fouad, Collaboration group, Collaboration group

“…Common data elements (CDEs), standardized definitions, and reporting structures for data represent a practical solution to this challenge. …”
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A Community Effort to Develop Common Data Elements for Pre-Clinical Spinal Cord Injury Research by Britt A. Fedor, Abel Torres-Espin, Romana Vavrek, Maryann E. Martone, John L. Bixby, John C. Gensel, Vance Lemmon, Jeffrey S. Grethe, J. Russel Huie, Adam R. Ferguson, Karim Fouad

“…Common data elements (CDEs), standardized definitions, and reporting structures for data represent a practical solution to this challenge. …”
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Using the Size Structure of Populations to Infer Range Dynamics and the Frequency of Recruitment by Jenny Ann Sweatman, J. David Aguirre, Adam N. H. Smith, Libby Liggins

“…Our study demonstrates that size‐structure data can be a valuable resource in understanding range dynamics and recruitment in the absence of time‐series data.…”
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Fatigue properties of titanium alloys disclosed in NIMS fatigue data sheets by Yoshiyuki Furuya, Hideaki Nishikawa, Hisashi Hirukawa, Nobuo Nagashima, Etsuo Takeuchi

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Efficient structure learning of gene regulatory networks with Bayesian active learning by Dániel Sándor, Péter Antal

“…Abstract Background Gene regulatory network modeling is a complex structure learning problem that involves both observational data analysis and experimental interventions. …”
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Impact of capital structure on financial performance of oil and gas firms in Nigeria by Obumneme Renato Anozie, Taiwo Adewale Muritala, Victor Edet Ininm, Nurudeen Salako Yisau

“…Based on the data's availability at the time of the inquiry, the study used an easy sampling strategy to gather secondary data. …”
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Volume-hiding encrypted multi-map scheme based on hierarchical structure by Jing CHEN, Hanxing LI, Kun HE, Meng JIA, Yuqing LI, Ruiying DU

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A Model-Based Substructuring Method for Local Damage Detection of Structure by Eun-Taik Lee, Hee-Chang Eun

“…It is impractical to collect the full set of data in finite element model for investigating the structural performance. …”
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Applying Model-Based Systems Engineering to Tailings Storage Facility Structures by Bartłomiej Bursa, Paweł Stefaniak, Ioannis Kakogiannos

“…The article describes the concept, architecture, and data used in the system.…”
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A Minimalist Analysis of the Subjunctive Mood in the Clausal Structure of Central Kurdish by Azad Hasan Fatah, Rawand Anwar Mahmood

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Uncovering intention behind the translation of headlines: a thematic structure analysis by Ninuk Sholikhah Akhiroh, Mangatur Nababan, Riyadi Santosa, Djatmika

“…Using a qualitative method, the data was analyzed using Hallidayan concept of Thematic Structure, and Stiles’ Levels of Intention, and applied Spradley model of data analysis. …”
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Bond Valence Sum Parameters for Analyzing Pyranopterin Tungsten Enzyme Structures by Jesse Lepluart, Martin L. Kirk

“…These new W enzyme-specific BVS parameters have been used in the analysis of pyranopterin tungsten enzyme structural data. The results of this analysis indicate that there are potential issues with the enzyme crystal structures, including the number of ligating atoms to the tungsten atom, the W–ligand bond lengths, and the W oxidation state. …”
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Natural Language Interfaces for Structured Query Generation in IoD Platforms by Anıl Sezgin

“…The results demonstrate that combining retrieval-augmented semantic grounding with structured validation bridges the gap between human intent and complex UAV data access, improving usability while maintaining a practical level of operational reliability.…”
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Hydrothermal structure of a polythermal glacier in Spitsbergen by measurements and numerical modeling by A. V. Sosnovsky, Yu. Ya. Macheret, A. F. Glazovsky, I. I. Lavrentiev

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Genetic structure of different ethnic populations at the frontotemporal dementia risk loci. by Volodymyr Mavrych, Maryam Alamil, Olena Bolgova, Volodymyr Dvornyk

“…The individual genotype data were retrieved from the 1000 Genomes Phase 3 Project. …”
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Frequency and Structure of Drug Resistance of M. tuberculosis in Pulmonary and Extrapulmonary Tuberculosis by P. K. Yablonskiy, B. I. Vishnevskiy, N. S. Solovyova, V. B. Galkin

“…The objective: to assess changes in the data on drug resistance of M. tuberculosis for 2015-2021 and compare it with data for 2012-2014.Subjects and Methods. …”
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Pac-12 CARE-Affiliated Program: structure, methods and initial results by Kimberly G Harmon, Sourav K Poddar, Adam D Bohr, Matthew B McQueen, Jamshid Ghajar, Doug F Aukerman, Russell Romano, Theresa D Hernández, Niki Konstantinides, David J Petron, Christopher Giza

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