Le, Sy Vinh and Nguyen, Duc Canh and Bui, Ngoc Thang and Do, Thi Thu Hang and Duong, Quoc Chinh and Tran, Cong Hoang and Le, Ba Hong Minh and Pham, Thi Dieu Linh (2017) Genomedics: Whole exome analysis system for clinical studies. In: The 9th International Conference on Knowledge and Systems Engineering (KSE), 19-21 October 2017, Hue, Vietnam.
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Abstract
Whole exome sequencing (WES) is a widely used technique in both medical studies and clinical practice. However, a number of studies show that the results produced by different WES analysis pipelines are not always homogeneous. To this end, we propose a method (called Genomedics) using a consensus approach to expand the list of variants by combining results called from six separate pipelines with sensitive options. To evaluate the performance of the proposed method, Gemomedics was compared to seven existing methods when they were tested on two datasets and F1-score was used as an indicator of accuracy. The results showed that Genomedics has the highest score among seven methods. We also applied Genomedics to analyze whole exomes from Multiple Myeloma and Dravet syndrome patients and found interesting results. The results demonstrate the promising applications of Genomedics in clinical studies.
| Item Type: | Conference or Workshop Item (Paper) |
|---|---|
| Subjects: | Information Technology (IT) |
| Divisions: | Faculty of Information Technology (FIT) |
| Depositing User: | Canh Nguyen Duc |
| Date Deposited: | 08 Dec 2017 04:56 |
| Last Modified: | 08 Dec 2017 04:56 |
| URI: | http://eprints.uet.vnu.edu.vn/eprints/id/eprint/2688 |
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