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Graph embeddings on gene ontology annotations for protein-protein interaction prediction

BMC bioinformatics, 2020-12, Vol.21 (Suppl 16), p.560-17, Article 560

2020

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GO2Vec: transforming GO terms and proteins to vector representations via graph embeddings

BMC genomics, 2019-12, Vol.20 (Suppl 9), p.918-918, Article 918

2019

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Deep learning and multi-omics approach to predict drug responses in cancer

BMC bioinformatics, 2022-11, Vol.22 (Suppl 10), p.632-15, Article 632

2022

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Refining modules to determine functionally significant clusters in molecular networks

BMC genomics, 2019-12, Vol.20 (Suppl 9), p.901-901, Article 901

2019

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Functional homogeneity and specificity of topological modules in human proteome

BMC bioinformatics, 2019-02, Vol.19 (Suppl 13), p.553-553, Article 553

2019

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Serum proteome and cytokine analysis in a longitudinal cohort of adults with primary dengue infection reveals predictive markers of DHF

PLoS neglected tropical diseases, 2012-11, Vol.6 (11), p.e1887-e1887

2012

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Profiling heterogeneity of Alzheimer's disease using white-matter impairment factors

NeuroImage clinical, 2018-01, Vol.20, p.1222-1232

2018

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HUT: Hybrid UNet transformer for brain lesion and tumour segmentation

Heliyon, 2023-12, Vol.9 (12), p.e22412-e22412, Article e22412

2023

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Ambivert degree identifies crucial brain functional hubs and improves detection of Alzheimer’s Disease and Autism Spectrum Disorder

NeuroImage clinical, 2020-01, Vol.25, p.102186-102186, Article 102186

2020

Volltextzugriff (PDF)

Gene Ontology Enrichment Improves Performances of Functional Similarity of Genes

Scientific reports, 2018-08, Vol.8 (1), p.12100-12, Article 12100

2018

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Predicting clinical outcome of neuroblastoma patients using an integrative network-based approach

Biology direct, 2018-06, Vol.13 (1), p.12-12, Article 12

2018

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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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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

Volltextzugriff (PDF)

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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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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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

Volltextzugriff (PDF)

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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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

Volltextzugriff (PDF)

Identification of a new export signal in Plasmodium yoelii: identification of a new exportome

Cellular microbiology, 2014-05, Vol.16 (5), p.673-686

2014

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RecMotif: a novel fast algorithm for weak motif discovery

BMC bioinformatics, 2010-12, Vol.11 Suppl 11 (S11), p.S8-S8, Article S8

2010

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Segmentation of MR images with intensity inhomogeneities

Image and vision computing, 1998-03, Vol.16 (3), p.165-180

1998

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Approach and applications of constrained ICA

IEEE transactions on neural networks, 2005-01, Vol.16 (1), p.203-212

2005

Volltextzugriff (PDF)

Identification of a new export signal in P lasmodium yoelii : identification of a new exportome: P. yoelii exportome exposed by a new export signal

Cellular microbiology, 2014-05, Vol.16 (5), p.673-686

2014

Volltextzugriff (PDF)

q Fibrosis: A fully-quantitative innovative method incorporating histological features to facilitate accurate fibrosis scoring in animal model and chronic hepatitis B patients

Journal of hepatology, 2014, Vol.61 (2), p.260-269

2014

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Graph embeddings on gene ontology annotations for protein-protein interaction prediction

GO2Vec: transforming GO terms and proteins to vector representations via graph embeddings

Deep learning and multi-omics approach to predict drug responses in cancer

Refining modules to determine functionally significant clusters in molecular networks

Functional homogeneity and specificity of topological modules in human proteome

Serum proteome and cytokine analysis in a longitudinal cohort of adults with primary dengue infection reveals predictive markers of DHF

Profiling heterogeneity of Alzheimer's disease using white-matter impairment factors

HUT: Hybrid UNet transformer for brain lesion and tumour segmentation

Ambivert degree identifies crucial brain functional hubs and improves detection of Alzheimer’s Disease and Autism Spectrum Disorder

Gene Ontology Enrichment Improves Performances of Functional Similarity of Genes

Predicting clinical outcome of neuroblastoma patients using an integrative network-based approach

Stability of building gene regulatory networks with sparse autoregressive models

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

Correlation of cell membrane dynamics and cell motility

Detecting robust time-delayed regulation in Mycobacterium tuberculosis

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

Extracting rate changes in transcriptional regulation from MEDLINE abstracts

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

Identification of a new export signal in Plasmodium yoelii: identification of a new exportome

RecMotif: a novel fast algorithm for weak motif discovery

Segmentation of MR images with intensity inhomogeneities

Approach and applications of constrained ICA

Identification of a new export signal in P lasmodium yoelii : identification of a new exportome: P. yoelii exportome exposed by a new export signal

q Fibrosis: A fully-quantitative innovative method incorporating histological features to facilitate accurate fibrosis scoring in animal model and chronic hepatitis B patients

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