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Effect of data leakage in brain MRI classification using 2D convolutional neural networks

Scientific reports, 2021-11, Vol.11 (1), p.22544-22544, Article 22544

2021

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Anthropometric Ratios for Lower-Body Detection Based on Deep Learning and Traditional Methods

Applied sciences, 2022-03, Vol.12 (5), p.2678

2022

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Overview of ImageCLEF 2018: Challenges, Datasets and Evaluation

Experimental IR Meets Multilinguality, Multimodality, and Interaction, p.309-334

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An annotated video dataset for computing video memorability

Data in brief, 2021-12, Vol.39, p.107671-107671, Article 107671

2021

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Focus on machine learning models in medical imaging

Physics in medicine & biology, 2022-12, Vol.68 (1), p.10301

2022

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Evaluating performance of biomedical image retrieval systems—An overview of the medical image retrieval task at ImageCLEF 2004–2013

Computerized medical imaging and graphics, 2015-01, Vol.39, p.55-61

2015

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Multimodal Data Fusion of Electromyography and Acoustic Signals for Thai Syllable Recognition

IEEE journal of biomedical and health informatics, 2021-06, Vol.25 (6), p.1997-2006

2021

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Fusion Techniques in Biomedical Information Retrieval

Fusion in Computer Vision, 2014, p.209-228

2014

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ImageCLEF 2023 Highlight: Multimedia Retrieval in Medical, Social Media and Content Recommendation Applications

Advances in Information Retrieval, 2023, Vol.13982, p.557-567

2023

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Topics in Contextualised Attention Embeddings

Advances in Information Retrieval, p.221-238

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Overview of the ImageCLEF 2021: Multimedia Retrieval in Medical, Nature, Internet and Social Media Applications

Experimental IR Meets Multilinguality, Multimodality, and Interaction, p.345-370

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Advancing Multimedia Retrieval in Medical, Social Media and Content Recommendation Applications with ImageCLEF 2024

Advances in Information Retrieval, p.44-52

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ImageCLEF 2019: Multimedia Retrieval in Medicine, Lifelogging, Security and Nature

Experimental IR Meets Multilinguality, Multimodality, and Interaction, p.358-386

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Using Crowdsourcing for Multi-label Biomedical Compound Figure Annotation

Deep Learning and Data Labeling for Medical Applications, p.228-237

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General Overview of ImageCLEF at the CLEF 2016 Labs

Experimental IR Meets Multilinguality, Multimodality, and Interaction, p.267-285

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Semi–supervised Learning for Image Modality Classification

Multimodal Retrieval in the Medical Domain, p.85-98

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Overview of the ImageCLEF 2023: Multimedia Retrieval in Medical, Social Media and Internet Applications

Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2023, Vol.14163, p.370-396

2023

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Overview of the ImageCLEF 2020: Multimedia Retrieval in Medical, Lifelogging, Nature, and Internet Applications

Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2020, p.311-341

2020

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Bag–of–Colors for Biomedical Document Image Classification

Medical Content-Based Retrieval for Clinical Decision Support, p.110-121

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2D–Based 3D Volume Retrieval Using Singular Value Decomposition of Detected Regions

Medical Computer Vision. Large Data in Medical Imaging, p.185-195

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Medical image retrieval using bag of meaningful visual words: unsupervised visual vocabulary pruning with PLSA

Proceedings of the 1st ACM international workshop on Multimedia indexing and information retrieval for healthcare, 2013, p.75-82

2013

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Experiences from the ImageCLEF Medical Retrieval and Annotation Tasks

Information Retrieval Evaluation in a Changing World, p.231-250

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General Overview of ImageCLEF at the CLEF 2015 Labs

Experimental IR Meets Multilinguality, Multimodality, and Interaction, p.444-461

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Effect of data leakage in brain MRI classification using 2D convolutional neural networks

Anthropometric Ratios for Lower-Body Detection Based on Deep Learning and Traditional Methods

Overview of ImageCLEF 2018: Challenges, Datasets and Evaluation

An annotated video dataset for computing video memorability

Focus on machine learning models in medical imaging

Evaluating performance of biomedical image retrieval systems—An overview of the medical image retrieval task at ImageCLEF 2004–2013

Multimodal Data Fusion of Electromyography and Acoustic Signals for Thai Syllable Recognition

Fusion Techniques in Biomedical Information Retrieval

ImageCLEF 2023 Highlight: Multimedia Retrieval in Medical, Social Media and Content Recommendation Applications

Topics in Contextualised Attention Embeddings

Overview of the ImageCLEF 2021: Multimedia Retrieval in Medical, Nature, Internet and Social Media Applications

Advancing Multimedia Retrieval in Medical, Social Media and Content Recommendation Applications with ImageCLEF 2024

ImageCLEF 2019: Multimedia Retrieval in Medicine, Lifelogging, Security and Nature

Using Crowdsourcing for Multi-label Biomedical Compound Figure Annotation

General Overview of ImageCLEF at the CLEF 2016 Labs

Overview of the mageCLEF 2021: multimedia retrieval in medical, nature, Internet and social media applications

Semi–supervised Learning for Image Modality Classification

Overview of the ImageCLEF 2023: Multimedia Retrieval in Medical, Social Media and Internet Applications

Overview of the ImageCLEF 2020: Multimedia Retrieval in Medical, Lifelogging, Nature, and Internet Applications

Bag–of–Colors for Biomedical Document Image Classification

ImageCLEF 2019: Multimedia Retrieval in Lifelogging, Medical, Nature, and Security Applications

2D–Based 3D Volume Retrieval Using Singular Value Decomposition of Detected Regions

Medical image retrieval using bag of meaningful visual words: unsupervised visual vocabulary pruning with PLSA

Experiences from the ImageCLEF Medical Retrieval and Annotation Tasks

General Overview of ImageCLEF at the CLEF 2015 Labs

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