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Exploring Deep Physiological Models for Nociceptive Pain Recognition

Sensors (Basel, Switzerland), 2019-10, Vol.19 (20), p.4503

2019

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Two-Stream Attention Network for Pain Recognition from Video Sequences

Sensors (Basel, Switzerland), 2020-02, Vol.20 (3), p.839

2020

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Segmentation-based cardiomegaly detection based on semi-supervised estimation of cardiothoracic ratio

Scientific reports, 2024-03, Vol.14 (1), p.5695-5695, Article 5695

2024

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Multi-Modal Pain Intensity Assessment Based on Physiological Signals: A Deep Learning Perspective

Frontiers in physiology, 2021-09, Vol.12, p.720464-720464

2021

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Digitalization of adverse event management in oncology to improve treatment outcome—A prospective study protocol

PloS one, 2021-06, Vol.16 (6), p.e0252493-e0252493

2021

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Machine Learning-based Pain Intensity Estimation: Where Pattern Recognition meets Chaos Theory - An Example based on the BioVid Heat Pain Database

IEEE access, 2022, Vol.10, p.1-1

2022

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Unsupervised domain adaptation for the detection of cardiomegaly in cross-domain chest X-ray images

Frontiers in artificial intelligence, 2023-02, Vol.6, p.1056422-1056422

2023

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Perspective on mHealth Concepts to Ensure Users' Empowerment-From Adverse Event Tracking for COVID-19 Vaccinations to Oncological Treatment

IEEE access, 2021, Vol.9, p.83863-83875

2021

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Methods for Person-Centered Continuous Pain Intensity Assessment From Bio-Physiological Channels

IEEE journal of selected topics in signal processing, 2016-08, Vol.10 (5), p.854-864

2016

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Enhanced performance prediction of ATL model transformations

Performance evaluation, 2024-05, Vol.164, p.102413, Article 102413

2024

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Using Meta Labels for the Training of Weighting Models in a Sample-Specific Late Fusion Classification Architecture

2020 25th International Conference on Pattern Recognition (ICPR), 2021, p.2604-2611

2021

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A Temporal Dependency Based Multi-modal Active Learning Approach for Audiovisual Event Detection

Neural processing letters, 2018-10, Vol.48 (2), p.709-732

2018

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Multi-Modal Pain Intensity Recognition Based on the SenseEmotion Database

IEEE transactions on affective computing, 2021-07, Vol.12 (3), p.743-760

2021

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Multi-classifier-Systems: Architectures, Algorithms and Applications

Computational Intelligence for Pattern Recognition, 2018, Vol.777, p.83-113

2018

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Combining Deep and Hand-Crafted Features for Audio-Based Pain Intensity Classification

Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction, 2019, Vol.11377, p.49-58

2019

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The SenseEmotion Database: A Multimodal Database for the Development and Systematic Validation of an Automatic Pain- and Emotion-Recognition System

Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction, 2017, Vol.10183, p.127-139

2017

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Deep Learning Architectures for Pain Recognition Based on Physiological Signals

Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2023, Vol.13643, p.349-358

2023

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Pain Intensity Recognition - An Analysis of Short-Time Sequences in a Real-World Scenario

Artificial Neural Networks in Pattern Recognition, 2020, Vol.12294, p.149-161

2020

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Adaptive confidence learning for the personalization of pain intensity estimation systems

Evolving systems, 2017-03, Vol.8 (1), p.71-83

2017

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Visualizing Facial Expression Features of Pain and Emotion Data

Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction, 2019, Vol.11377, p.101-115

2019

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Multi-modal data fusion for pain intensity assessment and classification

2017 Seventh International Conference on Image Processing Theory, Tools and Applications (IPTA), 2017, p.1-6

2017

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Audio-Visual Recognition of Pain Intensity

Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction, 2017, Vol.10183, p.110-126

2017

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Active Learning for Speech Event Detection in HCI

Artificial Neural Networks in Pattern Recognition, 2016, Vol.9896, p.285-297

2016

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On Annotation and Evaluation of Multi-modal Corpora in Affective Human-Computer Interaction

Multimodal Analyses enabling Artificial Agents in Human-Machine Interaction, 2015, p.35-44

2015

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Dominant Channel Fusion Architectures - An Intelligent Late Fusion Approach

2020 International Joint Conference on Neural Networks (IJCNN), 2020, p.1-8

2020

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Exploring Deep Physiological Models for Nociceptive Pain Recognition

Two-Stream Attention Network for Pain Recognition from Video Sequences

Segmentation-based cardiomegaly detection based on semi-supervised estimation of cardiothoracic ratio

Multi-Modal Pain Intensity Assessment Based on Physiological Signals: A Deep Learning Perspective

Digitalization of adverse event management in oncology to improve treatment outcome—A prospective study protocol

Machine Learning-based Pain Intensity Estimation: Where Pattern Recognition meets Chaos Theory - An Example based on the BioVid Heat Pain Database

Unsupervised domain adaptation for the detection of cardiomegaly in cross-domain chest X-ray images

Perspective on mHealth Concepts to Ensure Users' Empowerment-From Adverse Event Tracking for COVID-19 Vaccinations to Oncological Treatment

Methods for Person-Centered Continuous Pain Intensity Assessment From Bio-Physiological Channels

Enhanced performance prediction of ATL model transformations

Using Meta Labels for the Training of Weighting Models in a Sample-Specific Late Fusion Classification Architecture

A Temporal Dependency Based Multi-modal Active Learning Approach for Audiovisual Event Detection

Multi-Modal Pain Intensity Recognition Based on the SenseEmotion Database

Multi-classifier-Systems: Architectures, Algorithms and Applications

Combining Deep and Hand-Crafted Features for Audio-Based Pain Intensity Classification

The SenseEmotion Database: A Multimodal Database for the Development and Systematic Validation of an Automatic Pain- and Emotion-Recognition System

Deep Learning Architectures for Pain Recognition Based on Physiological Signals

Pain Intensity Recognition - An Analysis of Short-Time Sequences in a Real-World Scenario

Adaptive confidence learning for the personalization of pain intensity estimation systems

Visualizing Facial Expression Features of Pain and Emotion Data

Multi-modal data fusion for pain intensity assessment and classification

Audio-Visual Recognition of Pain Intensity

Active Learning for Speech Event Detection in HCI

On Annotation and Evaluation of Multi-modal Corpora in Affective Human-Computer Interaction

Dominant Channel Fusion Architectures - An Intelligent Late Fusion Approach

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