AIMC Journal:
IEEE journal of biomedical and health informatics

Showing 1051 to 1060 of 1118 articles

CRT: A Convolutional Recurrent Transformer for Automatic Sleep State Detection.

IEEE journal of biomedical and health informatics Jun 1, 2025
Sleep is a crucial period of rest necessary for optimal cognitive function, psychological well-being, and execution of everyday tasks. In the field of sleep healthcare, the primary objective is to identify and classify the various sleep states. Imple...
Signal Processing, Computer-Assisted Sleep Polysomnography Algorithms Female Male Humans Adult Electroencephalography Neural Networks, Computer
View on PubMed DOI

MORPSO_ECD+ELM: A Unified Framework for Gene Selection and Cancer Classification.

IEEE journal of biomedical and health informatics Jun 1, 2025
Gene selection and cancer classification are inherently multi-objective tasks that require balancing competing objectives, such as maximizing classification accuracy while minimizing irrelevant or redundant genes. Existing methods often optimize a si...
Gene Expression Profiling Computational Biology Algorithms Neoplasms Humans Machine Learning
View on PubMed DOI

A Trusted Medical Image Zero-Watermarking Scheme Based on DCNN and Hyperchaotic System.

IEEE journal of biomedical and health informatics Jun 1, 2025
The zero-watermarking methods provide a means of lossless, which was adopted to protect medical image copyright requiring high integrity. However, most existing studies have only focused on robustness and there has been little discussion about the an...
Algorithms Computer Security Humans Image Processing, Computer-Assisted Neural Networks, Computer Diagnostic Imaging
View on PubMed DOI

On the State of NLP Approaches to Modeling Depression in Social Media: A Post-COVID-19 Outlook.

IEEE journal of biomedical and health informatics Jun 1, 2025
Computational approaches to predicting mental health conditions in social media have been substantially explored in the past years. Multiple reviews have been published on this topic, providing the community with comprehensive accounts of the researc...
Social Media Natural Language Processing COVID-19 SARS-CoV-2 Humans Depression Pandemics
View on PubMed DOI

Fully Hyperbolic Neural Networks: A Novel Approach to Studying Aging Trajectories.

IEEE journal of biomedical and health informatics Jun 1, 2025
Characterizing age-related alterations in brain networks is crucial for understanding aging trajectories and identifying deviations indicative of neurodegenerative disorders, such as Alzheimer's disease. In this study, we developed a Fully Hyperbolic...
Female Aged Aged, 80 and over Young Adult Adult Humans Neural Networks, Computer Brain Magnetoencephalography Middle Aged Male Signal Processing, Computer-Assisted Aging Nerve Net
View on PubMed DOI

A Hierarchical Graph Convolutional Network With Infomax-Guided Graph Embedding for Population-Based ASD Detection.

IEEE journal of biomedical and health informatics Jun 1, 2025
Recently, functional magnetic resonance imaging (fMRI)-based brain networks have been shown to be an effective diagnostic tool with great potential for accurately detecting autism spectrum disorders (ASD). Meanwhile, the successful use of graph convo...
Child Magnetic Resonance Imaging Image Interpretation, Computer-Assisted Female Male Algorithms Humans Autism Spectrum Disorder Neural Networks, Computer Brain
View on PubMed DOI

Fast Virtual Stenting for Thoracic Endovascular Aortic Repair of Aortic Dissection Using Graph Deep Learning.

IEEE journal of biomedical and health informatics Jun 1, 2025
Fast virtual stenting (FVS) is a promising preoperative planning aid for thoracic endovascular aortic repair (TEVAR) of aortic dissection. It aims at digitally predicting the reshaped aortic true lumen (TL) under specific operation plans (stent-graft...
Aorta, Thoracic Aortic Dissection Aortic Aneurysm, Thoracic Deep Learning Stents Endovascular Procedures Endovascular Aneurysm Repair Humans Female Aged Male Middle Aged
View on PubMed DOI

Predicting Mutation-Disease Associations Through Protein Interactions Via Deep Learning.

IEEE journal of biomedical and health informatics Jun 1, 2025
Disease is one of the primary factors affecting life activities, with complex etiologies often influenced by gene expression and mutation. Currently, wet lab experiments have analyzed the mechanisms of mutations, but these are usually limited by the ...
Deep Learning Genetic Predisposition to Disease Computational Biology Humans Mutation Proteins Protein Interaction Mapping Databases, Protein
View on PubMed DOI

MedKAFormer: When Kolmogorov-Arnold Theorem Meets Vision Transformer for Medical Image Representation.

IEEE journal of biomedical and health informatics Jun 1, 2025
Vision Transformers (ViTs) suffer from high parameter complexity because they rely on Multi-layer Perceptrons (MLPs) for nonlinear representation. This issue is particularly challenging in medical image analysis, where labeled data is limited, leadin...
Neural Networks, Computer Algorithms Image Processing, Computer-Assisted Image Interpretation, Computer-Assisted Humans
View on PubMed DOI

The Large Language Models on Biomedical Data Analysis: A Survey.

IEEE journal of biomedical and health informatics Jun 1, 2025
With the rapid development of Large Language Model (LLM) technology, it has become an indispensable force in biomedical data analysis research. However, biomedical researchers currently have limited knowledge about LLM. Therefore, there is an urgent ...
Humans Programming Languages Biomedical Research Medical Informatics Computational Biology Large Language Models Natural Language Processing
View on PubMed DOI
Popular Topics
Popular Journals