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Utilizing Neural Networks and Linguistic Metadata for Early Detection of Depression Indications in Text Sequences

IEEE transactions on knowledge and data engineering, 2020-03, Vol.32 (3), p.588-601

2020

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Monitoring Flow-Forming Processes Using Design of Experiments and a Machine Learning Approach Based on Randomized-Supervised Time Series Forest and Recursive Feature Elimination

Sensors (Basel, Switzerland), 2024-02, Vol.24 (5), p.1527

2024

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Annotation of enhanced radiographs for medical image retrieval with deep convolutional neural networks

PloS one, 2018-11, Vol.13 (11), p.e0206229-e0206229

2018

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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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Ossification area localization in pediatric hand radiographs using deep neural networks for object detection

PloS one, 2018-11, Vol.13 (11), p.e0207496-e0207496

2018

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Static and Dynamic Accuracy and Occlusion Robustness of SteamVR Tracking 2.0 in Multi-Base Station Setups

Sensors (Basel, Switzerland), 2023-01, Vol.23 (2), p.725

2023

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NanoDefiner e-Tool: An Implemented Decision Support Framework for Nanomaterial Identification

Materials, 2019-10, Vol.12 (19), p.3247

2019

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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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NanoDefiner Framework and e-Tool Revisited According to the European Commission's Nanomaterial Definition 2022/C 229/01

Nanomaterials (Basel, Switzerland), 2023-03, Vol.13 (6), p.990

2023

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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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Early Detection of Depression Based on Linguistic Metadata Augmented Classifiers Revisited: Best of the eRisk Lab Submission

Experimental IR Meets Multilinguality, Multimodality, and Interaction, p.191-202

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Nano or Not Nano? A Structured Approach for Identifying Nanomaterials According to the European Commission’s Definition

Small (Weinheim an der Bergstrasse, Germany), 2020-09, Vol.16 (36), p.e2002228-n/a

2020

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Domain Adaptation of Transformer-Based Models Using Unlabeled Data for Relevance and Polarity Classification of German Customer Feedback

SN computer science, 2023-03, Vol.4 (2), p.142, Article 142

2023

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Knowledge environments representing molecular entities for the virtual physiological human

Philosophical transactions of the Royal Society of London. Series A: Mathematical, physical, and engineering sciences, 2008-09, Vol.366 (1878), p.3091-3110

2008

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nmfgpu4R: GPU-Accelerated Computation of the Non-Negative Matrix Factorization (NMF) Using CUDA Capable Hardware

The R journal, 2016, Vol.8 (2), p.382

2016

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Project-Based Learning in a Machine Learning Course with Differentiated Industrial Projects for Various Computer Science Master Programs

2020 IEEE 32nd Conference on Software Engineering Education and Training (CSEE&T), 2020, p.1-5

2020

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Unconditionally Generated and Pseudo-Labeled Synthetic Images for Diabetic Foot Ulcer Segmentation Dataset Extension

Diabetic Foot Ulcers Grand Challenge, p.65-79

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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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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 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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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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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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UMLS mapping and Word embeddings for ICD code assignment using the MIMIC-III intensive care database

2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2019, Vol.2019, p.6089-6092

2019

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Utilizing Neural Networks and Linguistic Metadata for Early Detection of Depression Indications in Text Sequences

Monitoring Flow-Forming Processes Using Design of Experiments and a Machine Learning Approach Based on Randomized-Supervised Time Series Forest and Recursive Feature Elimination

Annotation of enhanced radiographs for medical image retrieval with deep convolutional neural networks

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

Ossification area localization in pediatric hand radiographs using deep neural networks for object detection

Static and Dynamic Accuracy and Occlusion Robustness of SteamVR Tracking 2.0 in Multi-Base Station Setups

NanoDefiner e-Tool: An Implemented Decision Support Framework for Nanomaterial Identification

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

NanoDefiner Framework and e-Tool Revisited According to the European Commission's Nanomaterial Definition 2022/C 229/01

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

Early Detection of Depression Based on Linguistic Metadata Augmented Classifiers Revisited: Best of the eRisk Lab Submission

Nano or Not Nano? A Structured Approach for Identifying Nanomaterials According to the European Commission’s Definition

Domain Adaptation of Transformer-Based Models Using Unlabeled Data for Relevance and Polarity Classification of German Customer Feedback

The 2021 ImageCLEF Benchmark: Multimedia Retrieval in Medical, Nature, Internet and Social Media Applications

Knowledge environments representing molecular entities for the virtual physiological human

nmfgpu4R: GPU-Accelerated Computation of the Non-Negative Matrix Factorization (NMF) Using CUDA Capable Hardware

Project-Based Learning in a Machine Learning Course with Differentiated Industrial Projects for Various Computer Science Master Programs

Unconditionally Generated and Pseudo-Labeled Synthetic Images for Diabetic Foot Ulcer Segmentation Dataset Extension

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

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

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

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

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

UMLS mapping and Word embeddings for ICD code assignment using the MIMIC-III intensive care database

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