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Prediction of anticancer drug sensitivity using an interpretable model guided by deep learning

BMC bioinformatics, 2024-05, Vol.25 (1), p.182-182, Article 182

2024

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A quantile regression forest based method to predict drug response and assess prediction reliability

PloS one, 2018-10, Vol.13 (10), p.e0205155-e0205155

2018

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Drug-induced cell viability prediction from LINCS-L1000 through WRFEN-XGBoost algorithm

BMC bioinformatics, 2021-01, Vol.22 (1), p.13-13, Article 13

2021

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SMILESynergy: Anticancer drug synergy prediction based on Transformer pre-trained model

Sheng wu yi xue gong cheng xue za zhi, 2023-06, Vol.40 (3), p.544

2023

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Deconvolution of tumor composition using partially available DNA methylation data

BMC bioinformatics, 2022-08, Vol.23 (1), p.1-355, Article 355

2022

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Prediction of Protein Structural Class Based on Gapped-Dipeptides and a Recursive Feature Selection Approach

International journal of molecular sciences, 2016-01, Vol.17 (1), p.15-15

2016

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InfiniumPurify: An R package for estimating and accounting for tumor purity in cancer methylation research

Genes & diseases, 2018-03, Vol.5 (1), p.43-45

2018

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Deconvolution of heterogeneous tumor samples using partial reference signals

PLoS computational biology, 2020-11, Vol.16 (11), p.e1008452-e1008452

2020

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Iterative sure independent ranking and screening for drug response prediction

BMC medical informatics and decision making, 2020-09, Vol.20 (Suppl 8), p.224-224, Article 224

2020

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Synergistic drug combination prediction in multi-input neural network

Sheng wu yi xue gong cheng xue za zhi, 2020-08, Vol.37 (4), p.676

2020

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A network flow-based method to predict anticancer drug sensitivity

PloS one, 2015-05, Vol.10 (5), p.e0127380-e0127380

2015

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Synthesizing Fault-Tolerant Schedule for Time-Triggered Network Without Hot Backup

IEEE transactions on industrial electronics (1982), 2019-02, Vol.66 (2), p.1345-1355

2019

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IEEE_Xplore

DISIS: prediction of drug response through an iterative sure independence screening

PloS one, 2015-03, Vol.10 (3), p.e0120408-e0120408

2015

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Playback of male song advanced onset of nest building but not initial egg date or breeding synchrony in the Great Tit Parus major

Journal of ornithology, 2020-04, Vol.161 (2), p.585-588

2020

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高品位稀土精矿中稀土、铁、磷、钙元素赋存状态研究

矿产综合利用, 2022 (6), p.193-200

2022

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Prediction the Substrate Specificities of Membrane Transport Proteins Based on Support Vector Machine and Hybrid Features

IEEE/ACM transactions on computational biology and bioinformatics, 2016-09, Vol.13 (5), p.947-953

2016

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IEEE_Xplore

Prediction of protein structural class based on Linear Predictive Coding of PSI-BLAST profiles

Open life sciences, 2015-11, Vol.10 (1)

2015

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Thermally conductive cyanate ester nanocomposites filled with graphene nanosheets and multiwalled carbon nanotubes

Polymers for advanced technologies, 2014-12, Vol.25 (12), p.1546-1551

2014

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Predicting anti-cancer drug sensitivity through WRE-XGBoost algorithm with weighted feature selection

Genes & diseases, 2024-03, p.101275, Article 101275

2024

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Prioritization of candidate disease genes by topological similarity between disease and protein diffusion profiles

BMC bioinformatics, 2013-04, Vol.14 Suppl 5 (Suppl 5), p.S5-S5, Article S5

2013

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An Entropy-Based Multiobjective Evolutionary Algorithm with an Enhanced Elite Mechanism

Applied Computational Intelligence and Soft Computing, 2012-01, Vol.2012, p.1-11

2012

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The Grass Carp Genomic Visualization Database (GCGVD): an informational platform for genome biology of grass carp

International journal of biological sciences, 2019-01, Vol.15 (10), p.2119-2127

2019

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Prediction of subcellular location of apoptosis proteins combining tri-gram encoding based on PSSM and recursive feature elimination

Journal of theoretical biology, 2015-02, Vol.366, p.8-12

2015

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Locating apoptosis proteins by incorporating the signal peptide cleavage sites into the general form of Chou's Pseudo amino acid composition

International journal of quantum chemistry, 2013-06, Vol.113 (11), p.1660-1667

2013

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On the Invariants of Root Subgroups of Finite Classical Groups

Ukrainian mathematical journal, 2014-05, Vol.65 (12), p.1809-1821

2014

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Prediction of anticancer drug sensitivity using an interpretable model guided by deep learning

A quantile regression forest based method to predict drug response and assess prediction reliability

Drug-induced cell viability prediction from LINCS-L1000 through WRFEN-XGBoost algorithm

SMILESynergy: Anticancer drug synergy prediction based on Transformer pre-trained model

Deconvolution of tumor composition using partially available DNA methylation data

Prediction of Protein Structural Class Based on Gapped-Dipeptides and a Recursive Feature Selection Approach

InfiniumPurify: An R package for estimating and accounting for tumor purity in cancer methylation research

Deconvolution of heterogeneous tumor samples using partial reference signals

Iterative sure independent ranking and screening for drug response prediction

Synergistic drug combination prediction in multi-input neural network

A network flow-based method to predict anticancer drug sensitivity

Synthesizing Fault-Tolerant Schedule for Time-Triggered Network Without Hot Backup

DISIS: prediction of drug response through an iterative sure independence screening

Playback of male song advanced onset of nest building but not initial egg date or breeding synchrony in the Great Tit Parus major

高品位稀土精矿中稀土、铁、磷、钙元素赋存状态研究

Prediction the Substrate Specificities of Membrane Transport Proteins Based on Support Vector Machine and Hybrid Features

Prediction of protein structural class based on Linear Predictive Coding of PSI-BLAST profiles

Thermally conductive cyanate ester nanocomposites filled with graphene nanosheets and multiwalled carbon nanotubes

Predicting anti-cancer drug sensitivity through WRE-XGBoost algorithm with weighted feature selection

Prioritization of candidate disease genes by topological similarity between disease and protein diffusion profiles

An Entropy-Based Multiobjective Evolutionary Algorithm with an Enhanced Elite Mechanism

The Grass Carp Genomic Visualization Database (GCGVD): an informational platform for genome biology of grass carp

Prediction of subcellular location of apoptosis proteins combining tri-gram encoding based on PSSM and recursive feature elimination

Locating apoptosis proteins by incorporating the signal peptide cleavage sites into the general form of Chou's Pseudo amino acid composition

On the Invariants of Root Subgroups of Finite Classical Groups

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