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Unraveling the Molecular Puzzle: Exploring Gene Networks across Diverse EMT Status of Cell Lines

International journal of molecular sciences, 2023-08, Vol.24 (16), p.12784

Park, Heewon

2023

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Sparse spectral graph analysis and its application to gastric cancer drug resistance-specific molecular interplays identification

PloS one, 2024-07, Vol.19 (7), p.e0305386

2024

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Differential Gene Regulatory Network Analysis between Azacitidine-Sensitive and -Resistant Cell Lines

International journal of molecular sciences, 2024-03, Vol.25 (6), p.3302

2024

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Computational Tactics for Precision Cancer Network Biology

International journal of molecular sciences, 2022-11, Vol.23 (22), p.14398

2022

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Comprehensive information-based differential gene regulatory networks analysis (CIdrgn): Application to gastric cancer and chemotherapy-responsive gene network identification

PloS one, 2023-08, Vol.18 (8), p.e0286044-e0286044

2023

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Meta graphical lasso: uncovering hidden interactions among latent mechanisms

Scientific reports, 2024-08, Vol.14 (1), p.18105-17, Article 18105

2024

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PredictiveNetwork: predictive gene network estimation with application to gastric cancer drug response-predictive network analysis

BMC bioinformatics, 2022-08, Vol.23 (Suppl 8), p.1-342, Article 342

2022

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Xprediction: Explainable EGFR-TKIs response prediction based on drug sensitivity specific gene networks

PloS one, 2022-05, Vol.17 (5), p.e0261630-e0261630

2022

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Gene Regulatory Network-Classifier: Gene Regulatory Network-Based Classifier and Its Applications to Gastric Cancer Drug (5-Fluorouracil) Marker Identification

Journal of computational biology, 2023-02, Vol.30 (2), p.223-243

2023

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Uncovering Molecular Mechanisms of Drug Resistance via Network-Constrained Common Structure Identification

Journal of computational biology, 2022-03, Vol.29 (3), p.257-275

2022

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Global gene network exploration based on explainable artificial intelligence approach

PloS one, 2020-11, Vol.15 (11), p.e0241508

2020

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Unveiling Gene Regulatory Networks That Characterize Difference of Molecular Interplays Between Gastric Cancer Drug Sensitive and Resistance Cell Lines

Journal of computational biology, 2024-03, Vol.31 (3), p.257-274

Park, Heewon

2024

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A Novel Adaptive Penalized Logistic Regression for Uncovering Biomarker Associated with Anti-Cancer Drug Sensitivity

IEEE/ACM transactions on computational biology and bioinformatics, 2017-07, Vol.14 (4), p.771-782

2017

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Correction: Global gene network exploration based on explainable artificial intelligence approach

PloS one, 2021-01, Vol.16 (1), p.e0246380-e0246380

2021

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Sparse common component analysis for multiple high-dimensional datasets via noncentered principal component analysis

Statistical papers (Berlin, Germany), 2020-12, Vol.61 (6), p.2283-2311

2020

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Recursive Random Lasso (RRLasso) for Identifying Anti-Cancer Drug Targets

PloS one, 2015-11, Vol.10 (11), p.e0141869-e0141869

2015

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Automatic sparse principal component analysis

Canadian journal of statistics, 2021-09, Vol.49 (3), p.678-697

2021

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Electrical Broad Tuning of Plasmonic Color Filter Employing an Asymmetric-Lattice Nanohole Array of Metasurface Controlled by Polarization Rotator

ACS photonics, 2017-08, Vol.4 (8), p.1954-1966

2017

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Fast-switching laterally virtual-moving microlens array for enhancing spatial resolution in light-field imaging system without degradation of angular sampling resolution

Scientific reports, 2019-08, Vol.9 (1), p.11297-14, Article 11297

2019

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Adaptive NetworkProfiler for Identifying Cancer Characteristic-Specific Gene Regulatory Networks

Journal of computational biology, 2018-02, Vol.25 (2), p.130-145

2018

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Tumor Microenvironment-Responsive 6-Mercaptopurine-Releasing Injectable Hydrogel for Colon Cancer Treatment

Gels, 2023-04, Vol.9 (4), p.319

2023

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Development of a Simple Assay Method for Adenosine Deaminase via Enzymatic Formation of an Inosine-Tb3+ Complex

Sensors (Basel, Switzerland), 2019-06, Vol.19 (12), p.2728

2019

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Network-Constrained Eigen-Single-Cell Profile Estimation for Uncovering Crucial Immunogene Regulatory Systems in Human Bone Marrow

Journal of computational biology, 2024-11, Vol.31 (11), p.1158-1178

2024

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Interaction-Based Feature Selection for Uncovering Cancer Driver Genes Through Copy Number-Driven Expression Level

Journal of computational biology, 2017-02, Vol.24 (2), p.138-152

2017

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Robust prediction of anti-cancer drug sensitivity and sensitivity-specific biomarker

PloS one, 2014-10, Vol.9 (10), p.e108990-e108990

2014

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Unraveling the Molecular Puzzle: Exploring Gene Networks across Diverse EMT Status of Cell Lines

Sparse spectral graph analysis and its application to gastric cancer drug resistance-specific molecular interplays identification

Differential Gene Regulatory Network Analysis between Azacitidine-Sensitive and -Resistant Cell Lines

Computational Tactics for Precision Cancer Network Biology

Comprehensive information-based differential gene regulatory networks analysis (CIdrgn): Application to gastric cancer and chemotherapy-responsive gene network identification

Meta graphical lasso: uncovering hidden interactions among latent mechanisms

PredictiveNetwork: predictive gene network estimation with application to gastric cancer drug response-predictive network analysis

Xprediction: Explainable EGFR-TKIs response prediction based on drug sensitivity specific gene networks

Gene Regulatory Network-Classifier: Gene Regulatory Network-Based Classifier and Its Applications to Gastric Cancer Drug (5-Fluorouracil) Marker Identification

Uncovering Molecular Mechanisms of Drug Resistance via Network-Constrained Common Structure Identification

Global gene network exploration based on explainable artificial intelligence approach

Unveiling Gene Regulatory Networks That Characterize Difference of Molecular Interplays Between Gastric Cancer Drug Sensitive and Resistance Cell Lines

A Novel Adaptive Penalized Logistic Regression for Uncovering Biomarker Associated with Anti-Cancer Drug Sensitivity

Correction: Global gene network exploration based on explainable artificial intelligence approach

Sparse common component analysis for multiple high-dimensional datasets via noncentered principal component analysis

Recursive Random Lasso (RRLasso) for Identifying Anti-Cancer Drug Targets

Automatic sparse principal component analysis

Electrical Broad Tuning of Plasmonic Color Filter Employing an Asymmetric-Lattice Nanohole Array of Metasurface Controlled by Polarization Rotator

Fast-switching laterally virtual-moving microlens array for enhancing spatial resolution in light-field imaging system without degradation of angular sampling resolution

Adaptive NetworkProfiler for Identifying Cancer Characteristic-Specific Gene Regulatory Networks

Tumor Microenvironment-Responsive 6-Mercaptopurine-Releasing Injectable Hydrogel for Colon Cancer Treatment

Development of a Simple Assay Method for Adenosine Deaminase via Enzymatic Formation of an Inosine-Tb3+ Complex

Network-Constrained Eigen-Single-Cell Profile Estimation for Uncovering Crucial Immunogene Regulatory Systems in Human Bone Marrow

Interaction-Based Feature Selection for Uncovering Cancer Driver Genes Through Copy Number-Driven Expression Level

Robust prediction of anti-cancer drug sensitivity and sensitivity-specific biomarker

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