The eVIP algorithm uses RNA-seq data to predict the function of somatic mutations. حسب Alexis M. Thornton (11068403)

الموضوعات:

Algorithm framework. حسب Zongjin Li (38031)

الموضوعات:

Comparison of results of different algorithms. حسب Zhongzhong Guo (12133402)

الموضوعات:

Algorithm flow of the CNN + LSTM model. حسب Zhongzhong Guo (12133402)

الموضوعات:

Efficient algorithms to discover alterations with complementary functional association in cancer حسب Rebecca Sarto Basso (6728921)

"…We provide analytic evidence of the effectiveness of UNCOVER in finding high-quality solutions and show experimentally that UNCOVER finds sets of alterations significantly associated with functional targets in a variety of scenarios. In particular, we show that our algorithms find sets which are better than the ones obtained by the state-of-the-art method, even when sets are evaluated using the statistical score employed by the latter. …"

ROC curves of CNN + LSTM model and traditional algorithms. حسب Zhongzhong Guo (12133402)

الموضوعات:

WGCNA and machine learning algorithms. حسب Shushu Wang (6870191)

Functional effect prediction of FUS mutations by ten nsSNP prediction algorithms. حسب L. F. S. Bonet (11502082)

Functional enrichment of gene clusters identified in up-regulated drought tolerant network (uDTN) using MCL algorithm. حسب Sanchari Sircar (198485)

Statistics table for ED algorithm and SNP-index algorithm association regions. حسب Jiaqi Li (220961)

Functional enrichment of 17 gene clusters identified in down-regulated drought tolerant network (dDTN) using MCL algorithm. حسب Sanchari Sircar (198485)

Identification of hub genes with six different algorithms using the CytoHubba plugin in Cytoscape. حسب Ramin Yousefpour Shahrivar (20903161)

Algorithmic assessment reveals functional implications of GABRD gene variants linked to idiopathic generalized epilepsy حسب Ayla Arslan (17943365)

"…</p> <p>The study employs a combination of in silico algorithms to analyze 82 variants of unknown clinical significance of GABRD gene sourced from the ClinVar database. …"

Visualization of the RITSS algorithm. حسب Julian Hecker (758791)

Construction of the PRG score index using integrated machine learning algorithms. حسب Xiangxin Wu (22320058)

الموضوعات:

The common genes and their functional analysis. حسب Bing Yang (142278)

The results of LASSO regression algorithm. حسب Xue Fu (549661)

(a-b) The LASSO algorithm was used for hyperparameter tuning and identification of the important predictive features. حسب Devi Soorya Narayana Sasikumar (22331743)

الموضوعات:

Step by step comparison of enrichment algorithms. حسب Nicholas Markarian (18251668)

Identification and functional analysis of hub genes. حسب Wei Ya Lan (22403712)

"…(B) PPI network visualized using Cytoscape software. (C, D) Top 10 hub genes identified using the Maximal Clique Centrality (MCC) algorithm; darker colors indicate higher centrality within the PPI network. …"