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Data analysis with Shapley values for automatic subject selection in Alzheimer's disease data sets using interpretable machine learning

Alzheimer's research & therapy, 2021-09, Vol.13 (1), p.155-30, Article 155

2021

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Sociodemographic data and APOE-ε4 augmentation for MRI-based detection of amnestic mild cognitive impairment using deep learning systems

PloS one, 2020-09, Vol.15 (9), p.e0236868-e0236868

2020

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Detection of circlelike overlapping objects in thermal spray images

Quality and reliability engineering international, 2020-12, Vol.36 (8), p.2639-2659

2020

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ROCOv2: Radiology Objects in COntext Version 2, an Updated Multimodal Image Dataset

Scientific data, 2024-06, Vol.11 (1), p.688-15, Article 688

2024

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Systematic comparison of 3D Deep learning and classical machine learning explanations for Alzheimer’s Disease detection

Computers in biology and medicine, 2024-03, Vol.170, p.108029-108029, Article 108029

2024

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Comparison of Automated Volume Extraction with FreeSurfer and FastSurfer for Early Alzheimer's Disease Detection with Machine Learning

2021 IEEE 34th International Symposium on Computer-Based Medical Systems (CBMS), 2021, p.113-118

2021

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Machine Learning Workflow to Explain Black-Box Models for Early Alzheimer’s Disease Classification Evaluated for Multiple Datasets

SN computer science, 2022-11, Vol.3 (6), p.509, Article 509

2022

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Boosting EfficientNets Ensemble Performance via Pseudo-Labels and Synthetic Images by pix2pixHD for Infection and Ischaemia Classification in Diabetic Foot Ulcers

Diabetic Foot Ulcers Grand Challenge, p.30-49

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Overview of the ImageCLEF 2022: Multimedia Retrieval in Medical, Social Media and Nature Applications

Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2022, Vol.13390, p.541-564

2022

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Sociodemographic data and APOE-[epsilon]4 augmentation for MRI-based detection of amnestic mild cognitive impairment using deep learning systems

PloS one, 2020-09, Vol.15 (9), p.e0236868

2020

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Using Bayesian Optimization to Effectively Tune Random Forest and XGBoost Hyperparameters for Early Alzheimer’s Disease Diagnosis

Wireless Mobile Communication and Healthcare, p.285-299

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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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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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PreprintResolver: Improving Citation Quality by Resolving Published Versions of ArXiv Preprints Using Literature Databases

Linking Theory and Practice of Digital Libraries, p.47-61

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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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Classification of Alzheimer's Disease using volumetric features of multiple MRI scans

2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2019, Vol.2019, p.2396-2401

2019

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A systematic review and quality appraisal of the economic evaluations of schistosomiasis interventions

PLoS neglected tropical diseases, 2022-10, Vol.16 (10), p.e0010822-e0010822

2022

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A 4-Year Longitudinal Study of 555 Patients Treated with Ranibizumab for Neovascular Age-related Macular Degeneration

Ophthalmology (Rochester, Minn.), 2013-12, Vol.120 (12), p.2630-2636

2013

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The 2018 Lake Louise Acute Mountain Sickness Score

High altitude medicine & biology, 2018-03, Vol.19 (1), p.4

2018

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Predictors of 1‐year visual outcome in neovascular age‐related macular degeneration following intravitreal ranibizumab treatment

Acta ophthalmologica (Oxford, England), 2013-02, Vol.91 (1), p.42-47

2013

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Parapneumonic effusion in children: Rapid pathogen detection in pleural fluid using multiplex bacterial PCR

Acta Paediatrica, 2023-07, Vol.112 (7), p.1555-1557

2023

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Effect of Noninvasive Respiratory Strategies on Intubation or Mortality Among Patients With Acute Hypoxemic Respiratory Failure and COVID-19: The RECOVERY-RS Randomized Clinical Trial

JAMA : the journal of the American Medical Association, 2022-02, Vol.327 (6), p.546

2022

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To rest or to compete? A 4-week cohort study of analgesic use and willingness to compete hurt in Danish youth elite athletes

Journal of science and medicine in sport, 2023-11, Vol.26 (11), p.580-585

2023

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Switch from tenofovir to raltegravir increases low bone mineral density and decreases markers of bone turnover over 48 weeks

HIV medicine, 2014-07, Vol.15 (6), p.373-380

2014

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Data analysis with Shapley values for automatic subject selection in Alzheimer's disease data sets using interpretable machine learning

Sociodemographic data and APOE-ε4 augmentation for MRI-based detection of amnestic mild cognitive impairment using deep learning systems

Detection of circlelike overlapping objects in thermal spray images

ROCOv2: Radiology Objects in COntext Version 2, an Updated Multimodal Image Dataset

Systematic comparison of 3D Deep learning and classical machine learning explanations for Alzheimer’s Disease detection

Comparison of Automated Volume Extraction with FreeSurfer and FastSurfer for Early Alzheimer's Disease Detection with Machine Learning

Machine Learning Workflow to Explain Black-Box Models for Early Alzheimer’s Disease Classification Evaluated for Multiple Datasets

Boosting EfficientNets Ensemble Performance via Pseudo-Labels and Synthetic Images by pix2pixHD for Infection and Ischaemia Classification in Diabetic Foot Ulcers

Overview of the ImageCLEF 2022: Multimedia Retrieval in Medical, Social Media and Nature Applications

Sociodemographic data and APOE-[epsilon]4 augmentation for MRI-based detection of amnestic mild cognitive impairment using deep learning systems

Using Bayesian Optimization to Effectively Tune Random Forest and XGBoost Hyperparameters for Early Alzheimer’s Disease Diagnosis

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

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

PreprintResolver: Improving Citation Quality by Resolving Published Versions of ArXiv Preprints Using Literature Databases

ImageCLEF 2022: Multimedia Retrieval in Medical, Nature, Fusion, and Internet Applications

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

Classification of Alzheimer's Disease using volumetric features of multiple MRI scans

A systematic review and quality appraisal of the economic evaluations of schistosomiasis interventions

A 4-Year Longitudinal Study of 555 Patients Treated with Ranibizumab for Neovascular Age-related Macular Degeneration

The 2018 Lake Louise Acute Mountain Sickness Score

Predictors of 1‐year visual outcome in neovascular age‐related macular degeneration following intravitreal ranibizumab treatment

Parapneumonic effusion in children: Rapid pathogen detection in pleural fluid using multiplex bacterial PCR

Effect of Noninvasive Respiratory Strategies on Intubation or Mortality Among Patients With Acute Hypoxemic Respiratory Failure and COVID-19: The RECOVERY-RS Randomized Clinical Trial

To rest or to compete? A 4-week cohort study of analgesic use and willingness to compete hurt in Danish youth elite athletes

Switch from tenofovir to raltegravir increases low bone mineral density and decreases markers of bone turnover over 48 weeks

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