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A Novel Early-Stage Lung Adenocarcinoma Prognostic Model Based on Feature Selection With Orthogonal Regression

Authors : Binhua Tang; Yuqi Wang; Ming Li

Subjects: Computer science; Feature selection; LASSO

Source: Frontiers in Cell and Developmental BiologyFrontiers in Cell and Developmental Biology, Vol 8 (2021)

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Editorial: Molecular Dynamics and Machine Learning in Drug Discovery

Authors : Sergio Decherchi; Francesca Grisoni; Pratyush Tiwary ...

Subjects: computational chemistry (molecular design); Computer science; business.industry

Source: Frontiers in Molecular Biosciences, Vol 8 (2021)Frontiers in Molecular BiosciencesFrontiers in Molecular Biosciences, 8:673773. Frontiers Media S.A.

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An Accurate Tool for Uncovering Cancer Subtypes by Fast Kernel Learning Method to Integrate Multiple Profile Data

Authors : Jijun Tang; Yijie Ding; Hongyu Zhang

Subjects: 0301 basic medicine; Computer science; Feature vector

Source: Frontiers in Cell and Developmental BiologyFrontiers in Cell and Developmental Biology, Vol 9 (2021)

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ApoPred: Identification of Apolipoproteins and Their Subfamilies With Multifarious Features

Authors : Ting Liu; Jia-Mao Chen; Dan Zhang

Subjects: Computer science; Rank (computer programming); apolipoprotein

Source: Frontiers in Cell and Developmental BiologyFrontiers in Cell and Developmental Biology, Vol 8 (2021)

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Constructing Dynamic Functional Networks via Weighted Regularization and Tensor Low-Rank Approximation for Early Mild Cognitive Impairment Classification

Authors : Zhuqing Jiao; Yixin Ji; Jiahao Zhang

Subjects: Computer science; Low-rank approximation; Feature selection

Source: Frontiers in Cell and Developmental BiologyFrontiers in Cell and Developmental Biology, Vol 8 (2021)

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Perspectives on High-Throughput Ligand/Protein Docking With Martini MD Simulations

Authors : Paulo C. T. Souza; Vittorio Limongelli; Sangwook Wu ...

Subjects: Computer science; drug design; coarse-grain

Source: Frontiers in Molecular BiosciencesFrontiers in Molecular Biosciences, Vol 8 (2021)Frontiers in Molecular Biosciences, 8:657222. Frontiers Media S.A.

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One-Shot Learning With Attention-Guided Segmentation in Cryo-Electron Tomography

Authors : Jing Zhang; Min Xu; Xiaoyan Yang

Subjects: 0301 basic medicine; Computer science; one shot learning

Source: Frontiers in Molecular BiosciencesFrontiers in Molecular Biosciences, Vol 7 (2021)

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Systematic Comparisons for Composition Profiles, Taxonomic Levels, and Machine Learning Methods for Microbiome-Based Disease Prediction

Authors : Yi-Hui Zhou; Kuncheng Song; Fred A. Wright

Subjects: Normalization (statistics); Operational taxonomic unit; Computer science

Source: Frontiers in Molecular BiosciencesFrontiers in Molecular Biosciences, Vol 7 (2020)

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Wrangling Shape-Shifting Morpheeins to Tackle Disease and Approach Drug Discovery

Authors : Eileen K. Jaffe

Subjects: 0301 basic medicine; Cognitive science; allostery

Source: Frontiers in Molecular BiosciencesFrontiers in Molecular Biosciences, Vol 7 (2020)

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Short Read Alignment Based on Maximal Approximate Match Seeds

Authors : Wei Quan; Dengfeng Guan; Bo Liu

Subjects: 0301 basic medicine; Source code; Matching (graph theory)

Source: Frontiers in Molecular BiosciencesFrontiers in Molecular Biosciences, Vol 7 (2020)

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