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Segmentation of Clustered Nuclei With Shape Markers and Marking Function

IEEE transactions on biomedical engineering, 2009-03, Vol.56 (3), p.741-748

2009

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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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Hybrid UNet transformer architecture for ischemic stoke segmentation with MRI and CT datasets

Frontiers in neuroscience, 2023-11, Vol.17, p.1298514

2023

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Pharyngoesophageal dysphagia: an under recognised, potentially fatal, but very treatable feature of systemic sclerosis

Internal medicine journal, 2016-11, Vol.46 (11), p.1340-1344

Rajapakse, C.

2016

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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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Network-based integration of multi-omics data for clinical outcome prediction in neuroblastoma

Scientific reports, 2022-09, Vol.12 (1), p.15425-15425, Article 15425

2022

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Approach and applications of constrained ICA

IEEE transaction on neural networks and learning systems, 2005-01, Vol.16 (1), p.203-212

2005

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Highly stable CuO incorporated TiO2 catalyst for photocatalytic hydrogen production from H2O

Photochemical & photobiological sciences, 2005-11, Vol.4 (11), p.857-861

2005

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Genetic features of Sri Lankan elephant, Elephas maximus maximus Linnaeus revealed by high throughput sequencing of mitogenome and ddRAD-seq

PloS one, 2023-06, Vol.18 (6), p.e0285572-e0285572

2023

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

Journal of hepatology, 2014-08, Vol.61 (2), p.260-269

2014

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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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Combining Neuroimaging and Omics Datasets for Disease Classification Using Graph Neural Networks

Frontiers in neuroscience, 2022-05, Vol.16, p.866666-866666

2022

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Elucidating salient site-specific functional connectivity features and site-invariant biomarkers in schizophrenia via deep neural networks

Scientific reports, 2023-11, Vol.13 (1), p.21047-21047, Article 21047

2023

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Machine Learning in Bioinformatics

1. Aufl., 2009

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A deep neural network approach to predicting clinical outcomes of neuroblastoma patients

BMC medical genomics, 2019-12, Vol.12 (Suppl 8), p.178-11, Article 178

2019

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Effect of Methyl Jasmonate on Secondary Metabolites of Sweet Basil (Ocimum basilicum L.)

Journal of agricultural and food chemistry, 2006-03, Vol.54 (6), p.2327-2332

2006

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Effect of Chitosan on the Biological Properties of Sweet Basil (Ocimum basilicum L.)

Journal of agricultural and food chemistry, 2005-05, Vol.53 (9), p.3696-3701

2005

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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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Sparse Deep Neural Network for Encoding and Decoding the Structural Connectome

IEEE journal of translational engineering in health and medicine, 2024-01, Vol.12, p.371-381

2024

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HUT: Hybrid UNet transformer for brain lesion and tumour segmentation

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

2023

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MultiDCoX: Multi-factor analysis of differential co-expression

BMC bioinformatics, 2017-12, Vol.18 (Suppl 16), p.576-576, Article 576

2017

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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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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

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Segmentation of Clustered Nuclei With Shape Markers and Marking Function

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

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

Hybrid UNet transformer architecture for ischemic stoke segmentation with MRI and CT datasets

Pharyngoesophageal dysphagia: an under recognised, potentially fatal, but very treatable feature of systemic sclerosis

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

Network-based integration of multi-omics data for clinical outcome prediction in neuroblastoma

Approach and applications of constrained ICA

Highly stable CuO incorporated TiO2 catalyst for photocatalytic hydrogen production from H2O

Genetic features of Sri Lankan elephant, Elephas maximus maximus Linnaeus revealed by high throughput sequencing of mitogenome and ddRAD-seq

Refining modules to determine functionally significant clusters in molecular networks

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

Functional homogeneity and specificity of topological modules in human proteome

Combining Neuroimaging and Omics Datasets for Disease Classification Using Graph Neural Networks

Elucidating salient site-specific functional connectivity features and site-invariant biomarkers in schizophrenia via deep neural networks

Machine Learning in Bioinformatics

A deep neural network approach to predicting clinical outcomes of neuroblastoma patients

Effect of Methyl Jasmonate on Secondary Metabolites of Sweet Basil (Ocimum basilicum L.)

Effect of Chitosan on the Biological Properties of Sweet Basil (Ocimum basilicum L.)

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

Sparse Deep Neural Network for Encoding and Decoding the Structural Connectome

HUT: Hybrid UNet transformer for brain lesion and tumour segmentation

MultiDCoX: Multi-factor analysis of differential co-expression

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

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

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