- Classification of Human Papillomavirus (HPV) Risk Type via Text Mining
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Park SB, Hwang S, Zhang BT
- KMID: 2053070
- Genomics Inform.
- 2003 Dec;1(2):80-86.
Human Papillomavirus (HPV) infection is known as the main factor for cervical cancer which is a leading cause of cancer deaths in women worldwide. Because there are more than 100... -
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- PubMiner: Machine Learning-based Text Mining for Biomedical Information Analysis
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Eom JH, Zhang BT
- KMID: 2166172
- Genomics Inform.
- 2004 Jun;2(2):99-106.
In this paper we introduce PubMiner, an intelligent machine learning based text mining system for mining biological information from the literature. PubMiner employs natural language processing techniques and machine learning... -
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- Gene Expression Pattern Analysis via Latent Variable Models Coupled with Topographic Clustering
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Chang JH, Chi SW, Zhang BT
- KMID: 1973993
- Genomics Inform.
- 2003 Sep;1(1):32-39.
We present a latent variable model-based approach to the analysis of gene expression patterns, coupled with topographic clustering. Aspect model, a latent variable model for dyadic data, is applied to... -
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- Identification of Caenorhabditis elegans MicroRNA Targets Using a Kernel Method
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Lee WJ, Nam JW, Kim SK, Zhang BT
- KMID: 1572614
- Genomics Inform.
- 2005 Mar;3(1):15-23.
BACKGROUND: MicroRNAs (miRNAs)are a class of noncoding RNAs found in various organisms such as plants and mammals. However, most of the mRNAs regulated by miRNAs are unknown. Furthermore, miRNA targets... -
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