MRI and biomechanics multidimensional data analysis reveals R2‐R1ρ as an early predictor of cartilage lesion progression in knee osteoarthritis
Sign Up to like & getrecommendations! Published in 2018 at "Journal of Magnetic Resonance Imaging"
DOI: 10.1002/jmri.25750
Abstract: To couple quantitative compositional MRI, gait analysis, and machine learning multidimensional data analysis to study osteoarthritis (OA). OA is a multifactorial disorder accompanied by biochemical and morphological changes in the articular cartilage, modulated by skeletal… read more here.
Keywords: data analysis; biomechanics; analysis; multidimensional data ... See more keywords
Utilization of Multidimensional Data in the Analysis of Ultra-High-Throughput High Content Phenotypic Screens.
Sign Up to like & getrecommendations! Published in 2018 at "Methods in molecular biology"
DOI: 10.1007/978-1-4939-7357-6_16
Abstract: High Content Screening (HCS) platforms can generate large amounts of multidimensional data. To take full advantage of all the rich contextual information provided by these screens, a combination of traditional as well as nontraditional hit… read more here.
Keywords: data analysis; utilization multidimensional; content; analysis ultra ... See more keywords
Human-supervised clustering of multidimensional data using crowdsourcing
Sign Up to like & getrecommendations! Published in 2022 at "Royal Society Open Science"
DOI: 10.1098/rsos.211189
Abstract: Clustering is a central task in many data analysis applications. However, there is no universally accepted metric to decide the occurrence of clusters. Ultimately, we have to resort to a consensus between experts. The problem… read more here.
Keywords: using crowdsourcing; data using; clustering multidimensional; human supervised ... See more keywords
EPMDA-FED: Efficient and Privacy-Preserving Multidimensional Data Aggregation Scheme With Fast Error Detection in Smart Grid
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2021.3113519
Abstract: Smart grids bring advantages of reliability and high efficiency by real-time communication technologies in contrast to the traditional grids. However, smart grids also raise concerns about privacy and security for the individual fine-grained information collection.… read more here.
Keywords: fast error; epmda fed; error detection; scheme ... See more keywords
An Efficient and Robust Multidimensional Data Aggregation Scheme for Smart Grid Based on Blockchain
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Network and Service Management"
DOI: 10.1109/tnsm.2022.3217312
Abstract: In order to analyze real-time power data without revealing users’ privacy, privacy-preserving data aggregation schemes have been extensively researched in smart grid. However, most of the existing schemes either can only allow stationary users, or… read more here.
Keywords: data aggregation; efficient robust; scheme; smart grid ... See more keywords
A novel privacy- and integrity-preserving approach for multidimensional data range queries in two-tiered wireless sensor networks
Sign Up to like & getrecommendations! Published in 2019 at "International Journal of Distributed Sensor Networks"
DOI: 10.1177/1550147719855893
Abstract: To address the problem of storage nodes in wireless sensor networks being vulnerable to attack, this article proposes a new range query protocol, WQuery, based on multidimensional data privacy and integrity protection. To ensure the… read more here.
Keywords: integrity; sensor networks; multidimensional data; privacy ... See more keywords
On the Complexity of the Reduction of Multidimensional Data Models
Sign Up to like & getrecommendations! Published in 2017 at "Scientific and Technical Information Processing"
DOI: 10.3103/s0147688217060028
Abstract: In this paper, decomposition methods for multidimensional data hypercubes of OLAP systems are investigated. Criteria for reducing the computational complexity of the decomposition methods are presented and comparisons are made with the traditional solutions of… read more here.
Keywords: data models; complexity; reduction multidimensional; multidimensional data ... See more keywords
An Insight into Wheat Germ Oil Nutrition, Identification of Its Bioactive Constituents and Computer-Aided Multidimensional Data Analysis of Its Potential Anti-Inflammatory Effect via Molecular Connections
Sign Up to like & getrecommendations! Published in 2023 at "Life"
DOI: 10.3390/life13020526
Abstract: Wheat germ oil (WGO) is the richest source of unexplored antioxidants and anti-inflammatory compounds. In this study, we identified the constituents of WGO by gas chromatography–mass spectrometry (GC-MS). The physicochemical and pharmacokinetic behaviors were evaluated… read more here.
Keywords: data analysis; anti inflammatory; analysis; germ oil ... See more keywords