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

"…Among such patterns, <i>mutual exclusivity</i> has been employed by several recent methods that have shown its effectiveness in characterizing gene sets associated to cancer. Mutual exclusivity arises because of the complementarity, at the functional level, of alterations in genes which are part of a group (e.g., a <i>pathway</i>) performing a given function. …"

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

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

"…</p> <p>The study identifies specific variants (L111R, R114C, D123N, G150S, and L243P) in the coding region of the GABRD gene, which are predicted as deleterious by multiple algorithms. …"

Data_Sheet_3_Algorithmic Annotation of Functional Roles for Components of 3,044 Human Molecular Pathways.csv حسب Maxim Sorokin (4379848)

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Data_Sheet_2_Algorithmic Annotation of Functional Roles for Components of 3,044 Human Molecular Pathways.pdf حسب Maxim Sorokin (4379848)

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Data_Sheet_1_Algorithmic Annotation of Functional Roles for Components of 3,044 Human Molecular Pathways.zip حسب Maxim Sorokin (4379848)

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Overview of the Cell2Spatial algorithm. حسب Huamei Li (8815955)

الموضوعات: "…minimizing assignment algorithm…"

Architecture of the bottleneck 3D ResNet. حسب Adam L. Tyson (10892822)

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Functions of most frequently mutated genes. حسب Anda Stan (18056225)

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Explained variance ration of the PCA algorithm. حسب Abeer Aljohani (18497914)

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Feature selection algorithm. حسب Mahmoud Zeydabadinezhad (12289570)

"…The present study aimed to understand the physiological effects of VNS on gastrointestinal (GI) function, which is crucial for developing more effective adaptive closed-loop VNS therapies for GI diseases. …"

The proposed method for protein function prediction. حسب Seyyede Fatemeh Seyyedsalehi (10196767)

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DE genes detected by different DEA algorithms. حسب Jie Xue (417504)

"…Here, we compare 6 performance metrics on both simulated and real scRNA-seq datasets to assess the adaptability of 8 DEA approaches, with a particular emphasis on how well they function under small biological replications. Our findings suggest that DEA algorithms extended from bulk RNA-seq are still competitive under small biological replicate conditions, whereas the newly developed method DEF-scRNA-seq which is based on information entropy offers significant advantages. …"

Core genes were selected through PPI analysis based on three algorithms. حسب Dong-Hee Han (140305)

"…<b>(B)</b> The priority of the top 10 genes was evaluated through MNC, which identifies clusters of protein nodes that are more functionally connected to each other and selects the central proteins within the cluster. …"

Features selected by optimization algorithms. حسب Afnan M. Alhassan (18349378)

"…Next, we propose a hybrid chaotic sand cat optimization technique, together with the Remora Optimization Algorithm (ROA) for feature selection. The suggested strategy facilitates the acquisition of precise functionality attributes, hence simplifying the detection procedure. …"

The list of genes which were identified after direct merging. حسب Bahman Panahi (7323578)

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PyNoetic’s pre-processing module, which supports filtering and artifact removal, including ICA. حسب Gursimran Singh (575288)

Test functions. حسب Kejia Liu (5699651)

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Significance levels of gene biomarkers. حسب Zongjin Li (38031)

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The gene biomarkers by the proposed method. حسب Zongjin Li (38031)

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