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Towards precision medicine: discovering novel gynecological cancer biomarkers and pathways using linked data
(BioMed Central, 2017-09-19)
Next Generation Sequencing (NGS) is playing a key role in therapeutic decision making for the cancer prognosis and treatment. The NGS technologies are producing a massive amount of sequencing datasets. Often, these datasets ...
Linked functional annotation for differentially expressed gene (DEG) demonstrated using Illumina Body Map 2.0
(CEUR-WS.org, 2015-12-09)
Semantic Web technologies are core for the integration of
disparate data resources. It can be used to exploit data from next generation
sequencing (NGS) for therapeutic decisions regarding cancer. In
this manuscript, ...
Linked data cased multi-omics integration and visualization for cancer decision networks
(Springer Verlag, 2018-12-30)
Visualization of Gene Expression (GE) is a challenging task since the number of genes and their associations are difficult to predict in various set of biological studies. GE could be used to understand tissue-gene-protein ...
Deep convolution neural network model to predict relapse in breast cancer
(IEEE, 2018-12-17)
A mishap in anti-cancer drug distribution is critical in breast cancer patients due to poor prediction model to identify the treatment regime in ER+ve and ER-ve (Estrogen Receptor (ER)) patients. The traditional method for ...