A population‐based meta‐analysis of circulating GFAP for cognition and dementia risk
Sign Up to like & getrecommendations! Published in 2022 at "Annals of Clinical and Translational Neurology"
DOI: 10.1002/acn3.51652
Abstract: Expression of glial fibrillary acidic protein (GFAP), a marker of reactive astrocytosis, colocalizes with neuropathology in the brain. Blood levels of GFAP have been associated with cognitive decline and dementia status. However, further examinations at… read more here.
Keywords: meta analysis; circulating gfap; analysis circulating; based meta ... See more keywords
Model‐Based Meta‐Analysis Compares DAS28 Rheumatoid Arthritis Treatment Effects and Suggests an Expedited Trial Design for Early Clinical Development
Sign Up to like & getrecommendations! Published in 2020 at "Clinical Pharmacology and Therapeutics"
DOI: 10.1002/cpt.2023
Abstract: A nonlinear mixed effects modeling approach was used to conduct a model‐based meta‐analysis (MBMA) of longitudinal, summary‐level, baseline‐corrected 28‐joint Disease Activity Score (ΔDAS28) clinical trial data from seven approved rheumatoid arthritis (RA) drugs (abatacept, adalimumab,… read more here.
Keywords: model based; trial; analysis; treatment ... See more keywords
Neural signatures of trust in reciprocity: A coordinate‐based meta‐analysis
Sign Up to like & getrecommendations! Published in 2017 at "Human Brain Mapping"
DOI: 10.1002/hbm.23451
Abstract: Trust in reciprocity (TR) is defined as the risky decision to invest valued resources in another party with the hope of mutual benefit. Several fMRI studies have investigated the neural correlates of TR in one‐shot… read more here.
Keywords: coordinate based; trust reciprocity; based meta; reciprocity ... See more keywords
Pathway-based meta-analysis for partially paired transcriptomics analysis.
Sign Up to like & getrecommendations! Published in 2019 at "Research synthesis methods"
DOI: 10.1002/jrsm.1381
Abstract: Pathway-based differential expression analysis allows the incorporation of biological domain knowledge into transcriptomics analysis to enhance our understanding of disease mechanisms. To integrate information among multiple studies at the pathway level, pathway-based meta-analysis can be… read more here.
Keywords: pathway based; analysis; based meta; partially paired ... See more keywords
Voxel-based meta-analysis via permutation of subject images (PSI): Theory and implementation for SDM
Sign Up to like & getrecommendations! Published in 2019 at "NeuroImage"
DOI: 10.1016/j.neuroimage.2018.10.077
Abstract: Coordinate-based meta-analyses (CBMA) are very useful for summarizing the large number of voxel-based neuroimaging studies of normal brain functions and brain abnormalities in neuropsychiatric disorders. However, current CBMA methods do not conduct common voxelwise tests,… read more here.
Keywords: images psi; permutation; subject images; permutation subject ... See more keywords
MiRNA-disease association prediction based on meta-paths
Sign Up to like & getrecommendations! Published in 2022 at "Briefings in bioinformatics"
DOI: 10.1093/bib/bbab571
Abstract: Since miRNAs can participate in the posttranscriptional regulation of gene expression, they may provide ideas for the development of new drugs or become new biomarkers for drug targets or disease diagnosis. In this work, we… read more here.
Keywords: meta paths; association prediction; based meta; disease association ... See more keywords
mAHTPred: a sequence-based meta-predictor for improving the prediction of anti-hypertensive peptides using effective feature representation
Sign Up to like & getrecommendations! Published in 2019 at "Bioinformatics"
DOI: 10.1093/bioinformatics/bty1047
Abstract: Motivation Cardiovascular disease is the primary cause of death globally accounting for approximately 17.7 million deaths per year. One of the stakes linked with cardiovascular diseases and other complications is hypertension. Naturally derived bioactive peptides… read more here.
Keywords: feature; sequence based; based meta; prediction ... See more keywords
A Thorough Evaluation of Distance-Based Meta-Features for Automated Text Classification
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Knowledge and Data Engineering"
DOI: 10.1109/tkde.2018.2820051
Abstract: We address the problem of automatically learning to classify texts by exploiting information derived from meta-features, i.e., features derived from the original bag-of-words representation. Specifically, we provide an in-depth analysis on the recently proposed distance-based… read more here.
Keywords: meta features; classification; distance based; meta ... See more keywords
Context-Based Meta-Reinforcement Learning With Bayesian Nonparametric Models
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Pattern Analysis and Machine Intelligence"
DOI: 10.1109/tpami.2024.3386780
Abstract: Deep reinforcement learning agents usually need to collect a large number of interactions to solve a single task. In contrast, meta-reinforcement learning (meta-RL) aims to quickly adapt to new tasks using a small amount of… read more here.
Keywords: task; based meta; meta reinforcement; reinforcement learning ... See more keywords
A hybrid strategy-based meta-learning for the gear fault diagnosis under complex working conditions
Sign Up to like & getrecommendations! Published in 2025 at "Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science"
DOI: 10.1177/09544062251376912
Abstract: It is difficult to ensure consistent working conditions and sufficient labelled samples in engineering practice. To address the challenge of gear fault diagnosis under such complex conditions, this paper proposes a hybrid strategy-based meta-learning model… read more here.
Keywords: fault; meta; based meta; fault diagnosis ... See more keywords
Adapted design of experiments for dimension decomposition-based meta-model in structural reliability analysis
Sign Up to like & getrecommendations! Published in 2018 at "Scientia Iranica"
DOI: 10.24200/sci.2018.20221
Abstract: Reliability analysis of structures is often problematic for the structures with nonlinear and complex limit state functions (LSF). For these cases, simulation methods often provide accurate failure probability, but with high number of structure’s LSF… read more here.
Keywords: analysis; based meta; reliability analysis; meta model ... See more keywords