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Stability of building gene regulatory networks with sparse autoregressive models

BMC bioinformatics, 2011-11, Vol.12 Suppl 13 (Suppl 13), p.S17-S17, Article S17

2011

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Graph Neural Networks with Multiple Prior Knowledge for Multi-Omics Data Analysis

IEEE journal of biomedical and health informatics, 2023-09, Vol.PP (9), p.1-10

2023

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Iterative consensus spectral clustering improves detection of subject and group level brain functional modules

Scientific reports, 2020-05, Vol.10 (1), p.7590-7590, Article 7590

2020

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Correlation of cell membrane dynamics and cell motility

BMC bioinformatics, 2011-11, Vol.12 Suppl 13 (Suppl 13), p.S19-S19, Article S19

2011

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GLDM: hit molecule generation with constrained graph latent diffusion model

Briefings in bioinformatics, 2024-03, Vol.25 (3)

2024

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SKGC: A General Semantic-level Knowledge Guided Classification Framework for Fetal Congenital Heart Disease

IEEE journal of biomedical and health informatics, 2024-07, Vol.PP, p.1-11

2024

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Tree-structured algorithm for long weak motif discovery

Bioinformatics, 2011-10, Vol.27 (19), p.2641-2647

2011

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Fibro-C-Index: comprehensive, morphology-based quantification of liver fibrosis using second harmonic generation and two-photon microscopy

Journal of Biomedical Optics, 2009-07, Vol.14 (4), p.044013-0440110

2009

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Two-stage support vector regression approach for predicting accessible surface areas of amino acids

Proteins, structure, function, and bioinformatics, 2006-05, Vol.63 (3), p.542-550

2006

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Machine Learning in Bioinformatics

1. Aufl., 2009

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Learning effective brain connectivity with dynamic Bayesian networks

NeuroImage (Orlando, Fla.), 2007-09, Vol.37 (3), p.749-760

2007

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Detecting robust time-delayed regulation in Mycobacterium tuberculosis

BMC genomics, 2009-12, Vol.10 Suppl 3 (Suppl 3), p.S28-S28

2009

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Multi-modal graph neural network for early diagnosis of Alzheimer's disease from sMRI and PET scans

Computers in biology and medicine, 2023-09, Vol.164, p.107328-107328, Article 107328

2023

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Fusing gene expressions and transitive protein-protein interactions for inference of gene regulatory networks

BMC systems biology, 2019-04, Vol.13 (Suppl 2), p.37, Article 37

2019

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DrDimont: explainable drug response prediction from differential analysis of multi-omics networks

Bioinformatics, 2022-09, Vol.38 (Supplement_2), p.ii113-ii119

2022

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Human Wharton's Jelly Mesenchymal Stem Cells Show Unique Gene Expression Compared with Bone Marrow Mesenchymal Stem Cells Using Single-Cell RNA-Sequencing

Stem cells and development, 2019-02, Vol.28 (3), p.196

2019

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Levodopa and the feedback process on set-shifting in parkinson's disease

Human brain mapping, 2012-01, Vol.33 (1), p.27-39

2012

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Mixed Spectrum Analysis on fMRI Time-Series

IEEE transactions on medical imaging, 2016-06, Vol.35 (6), p.1555-1564

2016

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Gene and sample selection using T-score with sample selection

Journal of biomedical informatics, 2016-02, Vol.59, p.31-41

2016

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Analysis of correlation-based biomolecular networks from different omics data by fitting stochastic block models [version 1; peer review: 2 approved with reservations, 1 not approved]

F1000 research, 2019, Vol.8, p.465

2019

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Pattern Recognition in Bioinformatics: International Workshop, PRIB 2006, Hong Kong, China, August 20, 2006, Proceedings

1, 2006

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Extracting rate changes in transcriptional regulation from MEDLINE abstracts

BMC bioinformatics, 2014, Vol.15 Suppl 2 (S2), p.S4-S4, Article S4

2014

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Segmentation of subcortical brain structures using fuzzy templates

NeuroImage (Orlando, Fla.), 2005-12, Vol.28 (4), p.915-924

2005

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Multiclass Gene Selection Using Pareto-Fronts

IEEE/ACM transactions on computational biology and bioinformatics, 2013-01, Vol.10 (1), p.87-97

2013

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Aging exacerbates damage and delays repair of alveolar epithelia following influenza viral pneumonia

Respiratory research, 2014-09, Vol.15 (1), p.116-116, Article 116

2014

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Stability of building gene regulatory networks with sparse autoregressive models

Graph Neural Networks with Multiple Prior Knowledge for Multi-Omics Data Analysis

Iterative consensus spectral clustering improves detection of subject and group level brain functional modules

Correlation of cell membrane dynamics and cell motility

GLDM: hit molecule generation with constrained graph latent diffusion model

SKGC: A General Semantic-level Knowledge Guided Classification Framework for Fetal Congenital Heart Disease

Tree-structured algorithm for long weak motif discovery

Fibro-C-Index: comprehensive, morphology-based quantification of liver fibrosis using second harmonic generation and two-photon microscopy

Two-stage support vector regression approach for predicting accessible surface areas of amino acids

Machine Learning in Bioinformatics

Learning effective brain connectivity with dynamic Bayesian networks

Detecting robust time-delayed regulation in Mycobacterium tuberculosis

Multi-modal graph neural network for early diagnosis of Alzheimer's disease from sMRI and PET scans

Fusing gene expressions and transitive protein-protein interactions for inference of gene regulatory networks

DrDimont: explainable drug response prediction from differential analysis of multi-omics networks

Human Wharton's Jelly Mesenchymal Stem Cells Show Unique Gene Expression Compared with Bone Marrow Mesenchymal Stem Cells Using Single-Cell RNA-Sequencing

Levodopa and the feedback process on set-shifting in parkinson's disease

Mixed Spectrum Analysis on fMRI Time-Series

Gene and sample selection using T-score with sample selection

Analysis of correlation-based biomolecular networks from different omics data by fitting stochastic block models [version 1; peer review: 2 approved with reservations, 1 not approved]

Pattern Recognition in Bioinformatics: International Workshop, PRIB 2006, Hong Kong, China, August 20, 2006, Proceedings

Extracting rate changes in transcriptional regulation from MEDLINE abstracts

Segmentation of subcortical brain structures using fuzzy templates

Multiclass Gene Selection Using Pareto-Fronts

Aging exacerbates damage and delays repair of alveolar epithelia following influenza viral pneumonia

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