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Machine Learning in Bioinformatics

1. Aufl., 2009

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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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Mixed spectrum analysis in spatial context: Application to fMRI

2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI), 2016, p.302-305

2016

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Locality regularized sparse subspace clustering with application to cortex parcellation on resting fMRI

2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI), 2016, p.1286-1290

2016

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Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics: 5th European Conference, EvoBIO 2007, Valencia, Spain, April 11-13, 2007, Proceedings

1, 2007

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Inferring Gene Regulatory Networks from Time-Series Expressions Using Random Forests Ensemble

Pattern Recognition in Bioinformatics, p.13-22

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Pattern Recognition in Bioinformatics: Second IAPR International Workshop, PRIB 2007, Singapore, October 1-2, 2007 : Proceedings

2007 edition., 2007

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Extraction of Fuzzy Features for Detecting Brain Activation from Functional MR Time-Series

Lecture notes in computer science, 2006, p.983-992

2006

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Brain Structure-Function Interaction Network for Fluid Cognition Prediction

ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024, p.1706-1710

2024

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De Novo Molecule Generation with Graph Latent Diffusion Model

ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024, p.2121-2125

2024

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Effect of Diffusion Weighting and Number of Sensitizing Directions on Fiber Tracking in DTI

Lecture notes in computer science, 2006, p.102-109

2006

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Nodal degree distributions of resting-state functional brain modules

2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018), 2018, p.1256-1259

2018

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Syntactic Approach to Predict Membrane Spanning Regions of Transmembrane Proteins

Applications of Evolutionary Computing, 2005, p.95-104

2005

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Semi-supervised Learning with Data Harmonisation for Biomarker Discovery from Resting State fMRI

Medical Image Computing and Computer Assisted Intervention – MICCAI 2022, p.441-451

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Ultra-Fast fMRI Imaging with High-Fidelity Activation Map

Lecture notes in computer science, 2006, p.361-368

2006

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Subtype-Specific Biomarkers of Alzheimer's Disease from Anatomical and Functional Connectomes via Graph Neural Networks

ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024, p.2195-2199

2024

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Decoding Task States by Spotting Salient Patterns at Time Points and Brain Regions

Machine Learning in Clinical Neuroimaging and Radiogenomics in Neuro-oncology, p.88-97

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Fitting networks models for functional brain connectivity

2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017), 2017, p.515-519

2017

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Understanding Prediction Systems for HLA-Binding Peptides and T-Cell Epitope Identification

Lecture Notes in Bioinformatics, 2007, Vol.4774 (4774), p.337-348

2007

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Features for cells and nuclei classification

2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011, Vol.2011, p.6601-6604

2011

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Predicting Missing and Spurious Protein-Protein Interactions Using Graph Embeddings on GO Annotation Graph

2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2019, p.1828-1835

2019

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One-Versus-One and One-Versus-All Multiclass SVM-RFE for Gene Selection in Cancer Classification

Evolutionary Computation,Machine Learning and Data Mining in Bioinformatics, p.47-56

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Machine Learning in Bioinformatics

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

Mixed spectrum analysis in spatial context: Application to fMRI

Locality regularized sparse subspace clustering with application to cortex parcellation on resting fMRI

Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics: 5th European Conference, EvoBIO 2007, Valencia, Spain, April 11-13, 2007, Proceedings

Inferring Gene Regulatory Networks from Time-Series Expressions Using Random Forests Ensemble

Pattern Recognition in Bioinformatics: Second IAPR International Workshop, PRIB 2007, Singapore, October 1-2, 2007 : Proceedings

Extraction of Fuzzy Features for Detecting Brain Activation from Functional MR Time-Series

Brain Structure-Function Interaction Network for Fluid Cognition Prediction

De Novo Molecule Generation with Graph Latent Diffusion Model

Effect of Diffusion Weighting and Number of Sensitizing Directions on Fiber Tracking in DTI

Nodal degree distributions of resting-state functional brain modules

Syntactic Approach to Predict Membrane Spanning Regions of Transmembrane Proteins

Semi-supervised Learning with Data Harmonisation for Biomarker Discovery from Resting State fMRI

Ultra-Fast fMRI Imaging with High-Fidelity Activation Map

Subtype-Specific Biomarkers of Alzheimer's Disease from Anatomical and Functional Connectomes via Graph Neural Networks

Decoding Task States by Spotting Salient Patterns at Time Points and Brain Regions

Fitting networks models for functional brain connectivity

Pattern recognition in bioinformatics: international workshop, PRIB 2006, Hong Kong, China, August 20 2006 ; proceedings

Decoding Brain Functional Connectivity Implicated in AD and MCI

Staging tissues with conditional random fields

Understanding Prediction Systems for HLA-Binding Peptides and T-Cell Epitope Identification

Features for cells and nuclei classification

Predicting Missing and Spurious Protein-Protein Interactions Using Graph Embeddings on GO Annotation Graph

One-Versus-One and One-Versus-All Multiclass SVM-RFE for Gene Selection in Cancer Classification

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