A framework for automated meta-analysis: Dendritic cell therapy case study

Publication type: Proceedings Article
Publication date: 2016-09-01
Institute of Electrical and Electronics Engineers (IEEE)
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Abstract
Increasing amount of scientific publications makes it difficult to conduct a comprehensive review and objectively compare results of previous researches. In some areas of research it is also difficult to extract regularities without computer aid due to complexity of experimental setup and results. Cancer treatment using dendritic cell vaccines is such an area. In this paper we describe a framework for semi-automatic information extraction and further analysis. We also present a case study in the field of dendritic cell vaccination and the corresponding experimental results, which include analysis of separability, classification and regression quality evaluation and cause relations mining.
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Biomedical Chemistry Research and Methods, 1, 50%
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Institute of Electrical and Electronics Engineers (IEEE)
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Institute of Electrical and Electronics Engineers (IEEE)
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GOST Copy
Boyko A. A. et al. A framework for automated meta-analysis: Dendritic cell therapy case study // 2016 IEEE 8th International Conference on Intelligent Systems (IS). 2016.
GOST all authors (up to 50) Copy
Boyko A. A., Kaidina A. M., Kim Y. S., Lupatov A. Y., Panov A., Suvorov R. E., Shvets A. A framework for automated meta-analysis: Dendritic cell therapy case study // 2016 IEEE 8th International Conference on Intelligent Systems (IS). 2016.
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RIS Copy
TY - CPAPER
DO - 10.1109/IS.2016.7737416
UR - https://doi.org/10.1109/IS.2016.7737416
TI - A framework for automated meta-analysis: Dendritic cell therapy case study
T2 - 2016 IEEE 8th International Conference on Intelligent Systems (IS)
AU - Boyko, Anna A.
AU - Kaidina, A M
AU - Kim, Yan S
AU - Lupatov, A. Yu.
AU - Panov, Aleksandr
AU - Suvorov, R E
AU - Shvets, Alexander
PY - 2016
DA - 2016/09/01
PB - Institute of Electrical and Electronics Engineers (IEEE)
ER -
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@inproceedings{2016_Boyko,
author = {Anna A. Boyko and A M Kaidina and Yan S Kim and A. Yu. Lupatov and Aleksandr Panov and R E Suvorov and Alexander Shvets},
title = {A framework for automated meta-analysis: Dendritic cell therapy case study},
year = {2016},
month = {sep},
publisher = {Institute of Electrical and Electronics Engineers (IEEE)}
}