Multivariate Screening and Automated Clustering of Macrophage Immunoreactome to Nanoparticles and Photothermal Therapy
Sign Up to like & getrecommendations! Published in 2025 at "Advanced Science"
DOI: 10.1002/advs.202405860
Abstract: Immunotherapy aims to control the immune system against diseases such as cancer or infections. Nanotechnology is part of the armamentarium to reprogram the immune system in a spatially and temporally controlled manner. However, predicting immune… read more here.
Keywords: screening automated; automated clustering; macrophage; multivariate screening ... See more keywords
Machine learning in systematic reviews: Comparing automated text clustering with Lingo3G and human researcher categorization in a rapid review
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DOI: 10.1002/jrsm.1541
Abstract: Systematic reviews are resource‐intensive. The machine learning tools being developed mostly focus on the study identification process, but tools to assist in analysis and categorization are also needed. One possibility is to use unsupervised automatic… read more here.
Keywords: categorization; human researcher; systematic reviews; machine learning ... See more keywords
Automated clustering reveals CD4+ T cell subset imbalances in rheumatoid arthritis
Sign Up to like & getrecommendations! Published in 2023 at "Frontiers in Immunology"
DOI: 10.3389/fimmu.2023.1094872
Abstract: Background Despite the report of an imbalance between CD4+ T helper (Th) cell subsets in rheumatoid arthritis (RA), patient stratification for precision medicine has been hindered by the discovery of ever more Th cell subsets,… read more here.
Keywords: cell; cell subset; rheumatoid arthritis; cd4 cell ... See more keywords