Biocomputing Platform Module for Cancer Genomics and Chemotherapy
Đã lưu trong:
| Nhiều tác giả: | , , |
|---|---|
| Định dạng: | comunicación de congreso |
| Ngày xuất bản: | 2017 |
| Miêu tả: | In this paper, we present a biocomputational platform module for the representation and analysis of the response of cancer cell lines to diverse chemotherapeutic compounds based on their gene profile. This system, currently in active development, involves integration of gene profile data into a data repository, a broad array of visualizations based on a widely-used data analysis tool set and batched analysis of the entirety of gene profile and chemotherapeutic data using several regression and unsupervised clustering models. A description of the processing carried out by the system and results from exploratory data analysis, simple modeling and more complex clustering are presented. |
| Quốc gia: | Kérwá |
| Tổ chức giáo dục: | Universidad de Costa Rica |
| Repositorio: | Kérwá |
| Ngôn ngữ: | Inglés |
| OAI Identifier: | oai:kerwa.ucr.ac.cr:10669/102785 |
| Truy cập trực tuyến: | https://hdl.handle.net/10669/102785 https://doi.org/10.1109/CONCAPAN.2016.7942342 |
| Từ khóa: | Pattern Recognition Data Processing Learning Systems Cancer Genomics Biocomputing |