全部文献期刊会议图书|学者科研项目
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作者:... Sunwon Lee , Jaewoo Kang , Sun Kim
来源:[J].Methods(IF 3.641), 2018
摘要:Abstract(#br)Determining functions of a gene requires time consuming, expensive biological experiments. Scientists can speed up this experimental process if the literature information and biological networks can be adequately provided. In this paper, we present a web-based inform...
作者:... Jihye Kim , Jaewoo Kang , Aik Choon Tan
来源:[J].Computer Methods and Programs in Biomedicine(IF 1.555), 2019, Vol.174, pp.33-40
摘要:Abstract(#br)Background and objective(#br)Traditional Chinese Medicine (TCM) has been practiced over thousands of years in China and other Asian countries for treating various symptoms and diseases. However, the underlying molecular mechanisms of TCM are poorly understood, p...
作者:... Raehyun Kim , Youngbin Park , Jaewoo Kang
来源:[J].Information Sciences(IF 3.643), 2018, Vol.457-458, pp.1-11
摘要:Abstract(#br)Anomaly detection in an industrial process is crucial for preventing unexpected economic loss. Among various signals, multivariate time series signals are one of the most difficult signals to analyze for detecting anomalies. Moreover, labels for anomalous signals are...
作者:... Yonggyu Park , Seongsoon Kim , Jaewoo Kang
来源:[J].Information Sciences(IF 3.643), 2018, Vol.465, pp.61-71
摘要:Abstract(#br)A point-of-interest (POI) is a specific location in which someone is interested. In social network services such as Instagram, users share their experiences with text and photos, and link POIs to their posts. POIs can be utilized to understand user preferences and be...
作者:Bilal Lodhi , Jaewoo Kang
来源:[J].Information Sciences(IF 3.643), 2019
摘要:Abstract(#br)Deep networks with skip-connections such as ResNets have achieved great results in recent years. DenseNet exploits the ResNet skip-connections by connecting each layer in convolution neural network to all preceding layers and achieves state-of-the-art accuracy. It is...
作者:... Chan Ho So , Jinhyuk Lee , Jaewoo Kang
来源:[J].BMC Bioinformatics(IF 3.024), 2019, Vol.20 (S10), pp.55-65
摘要:Abstract Background Finding biomedical named entities is one of the most essential tasks in biomedical text mining. Recently, deep learning-based approaches have been applied to biomedical named entity recognition (BioNER) and showed promising results. However, as deep learning a...
作者:... Minji Jeon , Aik Choon Tan , Jaewoo Kang
来源:[J].PLoS ONE(IF 3.73), 2017, Vol.10 (7)
摘要:Pathway analyses help reveal underlying molecular mechanisms of complex biological phenotypes. Biologists tend to perform multiple pathway analyses on the same dataset, as there is no single answer. It is often inefficient for them to implement and/or install all the algorithms b...
作者:Ashis Saha , Aik Choon Tan , Jaewoo Kang
来源:[J].PLoS ONE(IF 3.73), 2017, Vol.9 (1)
摘要:Genes act in concert via specific networks to drive various biological processes, including progression of diseases such as cancer. Under different phenotypes, different subsets of the gene members of a network participate in a biological process. Single gene analyses are less ef...
作者:... Sunkyu Kim , Aik-Choon Tan , Jaewoo Kang
来源:[J].PLoS ONE(IF 3.73), 2017, Vol.11 (10)
摘要:As the volume of publications rapidly increases, searching for relevant information from the literature becomes more challenging. To complement standard search engines such as PubMed, it is desirable to have an advanced search tool that directly returns relevant biomedical entiti...
作者:... Jinseung Lee , Jaewoo Kang , Sunwon Lee
来源:[J].PLoS ONE(IF 3.73), 2017, Vol.5 (12)
摘要:Recent studies suggest that the deregulation of pathways, rather than individual genes, may be critical in triggering carcinogenesis. The pathway deregulation is often caused by the simultaneous deregulation of more than one gene in the pathway. This suggests that robust gene pai...

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