AIMC Topic: Humans

Clear Filters Showing 24021 to 24030 of 95995 articles

A Deep Learning Approach to Estimate Multi-Level Mental Stress From EEG Using Serious Games.

IEEE journal of biomedical and health informatics Jul 2, 2024
Stress is revealed by the inability of individuals to cope with their environment, which is frequently evidenced by a failure to achieve their full potential in tasks or goals. This study aims to assess the feasibility of estimating the level of stre...
Stress, Psychological Adult Electroencephalography Male Video Games Humans Signal Processing, Computer-Assisted Deep Learning Female Young Adult
View on PubMed DOI

HGCTNet: Handcrafted Feature-Guided CNN and Transformer Network for Wearable Cuffless Blood Pressure Measurement.

IEEE journal of biomedical and health informatics Jul 2, 2024
Biosignals collected by wearable devices, such as electrocardiogram and photoplethysmogram, exhibit redundancy and global temporal dependencies, posing a challenge in extracting discriminative features for blood pressure (BP) estimation. To address t...
Wearable Electronic Devices Algorithms Blood Pressure Determination Humans Adult Blood Pressure Signal Processing, Computer-Assisted Neural Networks, Computer Male
View on PubMed DOI

Evaluating Explanations From AI Algorithms for Clinical Decision-Making: A Social Science-Based Approach.

IEEE journal of biomedical and health informatics Jul 2, 2024
Explainable Artificial Intelligence (XAI) techniques generate explanations for predictions from AI models. These explanations can be evaluated for (i) faithfulness to the prediction, i.e., its correctness about the reasons for prediction, and (ii) us...
Algorithms Clinical Decision-Making Social Sciences Sepsis Decision Support Systems, Clinical Humans Artificial Intelligence
View on PubMed DOI

MASA-TCN: Multi-Anchor Space-Aware Temporal Convolutional Neural Networks for Continuous and Discrete EEG Emotion Recognition.

IEEE journal of biomedical and health informatics Jul 2, 2024
Emotion recognition from electroencephalogram (EEG) signals is a critical domain in biomedical research with applications ranging from mental disorder regulation to human-computer interaction. In this paper, we address two fundamental aspects of EEG ...
Signal Processing, Computer-Assisted Algorithms Emotions Electroencephalography Humans Neural Networks, Computer
View on PubMed DOI

Using Pupil Diameter for Psychological Resilience Assessment in Medical Students Based on SVM and SHAP Model.

IEEE journal of biomedical and health informatics Jul 2, 2024
Effectively assessing psychological resilience for medical students is vital for identifying at-risk individuals and developing tailored interventions. At present, few studies have combined physiological indexes of the human body and machine learning...
Humans Female Young Adult Adult Students, Medical Support Vector Machine Pupil Male Eye-Tracking Technology Resilience, Psychological
View on PubMed DOI

A Residual U-Net Neural Network for Seismocardiogram Denoising and Analysis During Physical Activity.

IEEE journal of biomedical and health informatics Jul 2, 2024
Seismocardiogram (SCG) signals are noninvasively obtained cardiomechanical signals containing important features for cardiovascular health monitoring. However, these signals are prone to contamination by motion noise, which can significantly impact a...
Signal Processing, Computer-Assisted Walking Heart Rate Neural Networks, Computer Female Young Adult Exercise Deep Learning Adult Male Humans
View on PubMed DOI

Hybrid Brain-Computer Interface Controlled Soft Robotic Glove for Stroke Rehabilitation.

IEEE journal of biomedical and health informatics Jul 2, 2024
Soft robotic glove controlled by a brain-computer interface (BCI) have demonstrated effectiveness in hand rehabilitation for stroke patients. Current systems rely on static visual representations for patients to perform motor imagination (MI) tasks, ...
Hand Stroke Brain-Computer Interfaces Electroencephalography Equipment Design Signal Processing, Computer-Assisted Evoked Potentials, Visual Stroke Rehabilitation Aged Young Adult Adult Male Middle Aged Robotics Humans Algorithms Female
View on PubMed DOI

A Deep Learning Approach for Fear Recognition on the Edge Based on Two-Dimensional Feature Maps.

IEEE journal of biomedical and health informatics Jul 2, 2024
Applying affective computing techniques to recognize fear and combining them with portable signal monitors makes it possible to create real-time detection systems that could act as bodyguards when users are in danger. With this aim, this paper presen...
Algorithms Female Young Adult Adult Humans Signal Processing, Computer-Assisted Fear Male Deep Learning Wearable Electronic Devices
View on PubMed DOI

Adaptive Multi-Dimensional Weighted Network With Category-Aware Contrastive Learning for Fine-Grained Hand Bone Segmentation.

IEEE journal of biomedical and health informatics Jul 2, 2024
Accurately delineating and categorizing individual hand bones in 3D ultrasound (US) is a promising technology for precise digital diagnostic analysis. However, this is a challenging task due to the inherent imaging limitations of the US and the insig...
Algorithms Hand Bones Deep Learning Child, Preschool Humans Imaging, Three-Dimensional Child Hand Ultrasonography
View on PubMed DOI

A Coarse-Fine Collaborative Learning Model for Three Vessel Segmentation in Fetal Cardiac Ultrasound Images.

IEEE journal of biomedical and health informatics Jul 2, 2024
Congenital heart disease (CHD) is the most frequent birth defect and a leading cause of infant mortality, emphasizing the crucial need for its early diagnosis. Ultrasound is the primary imaging modality for prenatal CHD screening. As a complement to ...
Pregnancy Female Ultrasonography, Prenatal Aorta Humans Deep Learning Pulmonary Artery Algorithms Image Interpretation, Computer-Assisted Fetal Heart Heart Defects, Congenital Vena Cava, Superior
View on PubMed DOI
Popular Topics
Recent Journals