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Biclustering fMRI time series: a comparative study

BMC bioinformatics, 2022-05, Vol.23 (1), p.192-192, Article 192

2022

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Temporal stratification of amyotrophic lateral sclerosis patients using disease progression patterns

Nature communications, 2024-07, Vol.15 (1), p.5717-14, Article 5717

2024

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A survey on traffic flow prediction and classification

Intelligent systems with applications, 2023-11, Vol.20, p.200268, Article 200268

2023

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Exploiting second-order dissimilarity representations for hierarchical clustering and visualization

Data mining and knowledge discovery, 2022-07, Vol.36 (4), p.1371-1400

Aidos, Helena

2022

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AI in Breast Cancer Imaging: A Survey of Different Applications

Journal of imaging, 2022-08, Vol.8 (9), p.228

2022

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Pathophysiological subtypes of mild cognitive impairment due to Alzheimer's disease identified by CSF proteomics

Translational neurodegeneration, 2024-04, Vol.13 (1), p.19-19, Article 19

2024

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Discrimination of Alzheimer’s Disease using longitudinal information

Data mining and knowledge discovery, 2017-07, Vol.31 (4), p.1006-1030

2017

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Congenital heart disease in adults: Assessmentof functional capacity using cardiopulmonary exercise testing

Revista portuguesa de cardiologia, 2018-05, Vol.37 (5), p.399-405

2018

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Biclustering data analysis: a comprehensive survey

Briefings in bioinformatics, 2024-05, Vol.25 (4)

2024

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Statistical modeling of dissimilarity increments for d-dimensional data: Application in partitional clustering

Pattern recognition, 2012-09, Vol.45 (9), p.3061-3071

2012

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Validation of two US risk scores for percutaneous coronary intervention in a single-center Portuguese population of patients with acute coronary syndrome

Revista portuguesa de cardiologia, 2016-02, Vol.35 (2), p.73-78

2016

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Super-resolution of magnetic resonance images using Generative Adversarial Networks

Computerized medical imaging and graphics, 2023-09, Vol.108, p.102280-102280, Article 102280

2023

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Artificial intelligence and statistical methods for stratification and prediction of progression in amyotrophic lateral sclerosis: A systematic review

Artificial intelligence in medicine, 2023-08, Vol.142, p.102588-102588, Article 102588

2023

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Unravelling Disease Presentation Patterns in ALS Using Biclustering for Discriminative Meta-Features Discovery

Bioinformatics and Biomedical Engineering, p.517-528

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Learning Similarities by Accumulating Evidence in a Probabilistic Way

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, p.596-603

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Dissimilarity Increments Distribution in the Evidence Accumulation Clustering Framework

Pattern Recognition and Image Analysis, Vol.7887, p.535-542

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k-Nearest Neighbor Classification Using Dissimilarity Increments

Image Analysis and Recognition, p.27-33

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A Novel Data Representation Based on Dissimilarity Increments

Similarity-Based Pattern Recognition, 2015, Vol.9370, p.1-14

2015

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Identifying regions of interest for discriminating Alzheimer's disease from mild cognitive impairment

2014 IEEE International Conference on Image Processing (ICIP), 2014, p.21-25

2014

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A Study of Embedding Methods under the Evidence Accumulation Framework

Similarity-Based Pattern Recognition, p.290-305

Volltextzugriff (PDF)

On the Distribution of Dissimilarity Increments

Pattern Recognition and Image Analysis, Vol.6669, p.192-199

Volltextzugriff (PDF)

iDPP@CLEF 2024: The Intelligent Disease Progression Prediction Challenge

Advances in Information Retrieval, p.53-59

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iDPP@CLEF 2023: The Intelligent Disease Progression Prediction Challenge

Advances in Information Retrieval, p.491-498

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Neighborhood-aware autoencoder for missing value imputation

2020 28th European Signal Processing Conference (EUSIPCO), 2021, p.1542-1546

2021

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Congenital heart disease in adults: Assessmentof functional capacity using cardiopulmonary exercise testing

Revista portuguesa de cardiologia (English ed.), 2018-05, Vol.37 (5), p.399-405

2018

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Biclustering fMRI time series: a comparative study

Temporal stratification of amyotrophic lateral sclerosis patients using disease progression patterns

A survey on traffic flow prediction and classification

Exploiting second-order dissimilarity representations for hierarchical clustering and visualization

AI in Breast Cancer Imaging: A Survey of Different Applications

Pathophysiological subtypes of mild cognitive impairment due to Alzheimer's disease identified by CSF proteomics

Discrimination of Alzheimer’s Disease using longitudinal information

Congenital heart disease in adults: Assessmentof functional capacity using cardiopulmonary exercise testing

Biclustering data analysis: a comprehensive survey

Statistical modeling of dissimilarity increments for d-dimensional data: Application in partitional clustering

Validation of two US risk scores for percutaneous coronary intervention in a single-center Portuguese population of patients with acute coronary syndrome

Super-resolution of magnetic resonance images using Generative Adversarial Networks

Artificial intelligence and statistical methods for stratification and prediction of progression in amyotrophic lateral sclerosis: A systematic review

Unravelling Disease Presentation Patterns in ALS Using Biclustering for Discriminative Meta-Features Discovery

Learning Similarities by Accumulating Evidence in a Probabilistic Way

Dissimilarity Increments Distribution in the Evidence Accumulation Clustering Framework

k-Nearest Neighbor Classification Using Dissimilarity Increments

A Novel Data Representation Based on Dissimilarity Increments

Identifying regions of interest for discriminating Alzheimer's disease from mild cognitive impairment

A Study of Embedding Methods under the Evidence Accumulation Framework

On the Distribution of Dissimilarity Increments

iDPP@CLEF 2024: The Intelligent Disease Progression Prediction Challenge

iDPP@CLEF 2023: The Intelligent Disease Progression Prediction Challenge

Neighborhood-aware autoencoder for missing value imputation

Congenital heart disease in adults: Assessmentof functional capacity using cardiopulmonary exercise testing

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