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Jiayin Wang

As seen in: Nature, Wiley Online Library, Frontiers, MDPI, ACS Publications, BMC Genomics, Royal Society of Chemistry, Dove Medical Press, Emerald Publishing
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Articles

A comparative study of machine learning models for microbiome-based diagnosis and multi-class staging of colorectal cancer

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By Guang Liu, Xiaolong Zhang, Xin Lai, Xiaoyan Zhu, Lili Su, Jiayin Wang
| Nature Verified
Abstract Colorectal cancer (CRC) is closely associated with gut microbiota dysbiosis; however, comprehensive benchmarking of machine learning models that integrate case–control differentiation with TNM staging remains limited. To address this gap, we systematically evaluated eight machine learning algorithms using 16S rRNA sequencing data derived from fecal samples.
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Improvement of ambient air quality and the synergistic governance of CO 2 and pollutant emissions in Shenyang

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By Huan Zhao, Nan Wang, Min Liu, Jiahong Liu, Xuebin Sun, Shuxin Wang, Zhe Li, Dongqing Jin, Jiayin Wang, Mumu Gao
| Nature Verified
Abstract Identifying key targets for air pollution prevention and control while achieving synergy between pollution reduction and carbon mitigation is crucial for maximizing benefits to human health and the climate. To evaluate recent ambient air quality trends in Shenyang, this study analyzed atmospheric pollutant concentration data from 2020 to 2024, with a focus on two primary pollutants: fine particulate matter (PM2.5) and ozone (O3).
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Adaptation mechanism of root morphology and chemical traits in herbaceous plants on the jingpo lake lava platform, China

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By Yueqi Zhao, Jiayin Wang, Zixing Wang
| banglajol.info
DOI: https://doi.org/10.3329/bjb.v55i1.88617 Keywords: Lava platform, Herbaceous, Root, Morphological trait, Chemical trait Download data is not yet available. Abstract 0 PDF 0
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